From d42c5581f34fe8e50b053971d387fb8c56a3baf4 Mon Sep 17 00:00:00 2001
From: rUv
Date: Tue, 25 Aug 2026 21:40:53 -0400
Subject: [PATCH 01/13] feat(rufield): ultrasonic as the field surface's second
modality (#1716)
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ADR-262 §8 question 5 left the second modality open, asking whether it should
be rvcsi. This answers ultrasonic instead, because the cost collapsed:
rufield-adapters now ships UltrasonicReplayAdapter, the first adapter for
Modality::Ultrasonic (registry code 7, empty since v0.1), which parses,
validates and signs BatVu range profiles upstream. RuView only has to decide
what it will put on a wire.
Bumps vendor/rufield 43b1df3 -> 9955672. Two struct literals in bridge.rs gain
fields added upstream (Observation: track_id, attributes, identity_evidence,
channel_sounding_provenance; SensorDescriptor: coordinate_frame, position_m,
orientation_xyzw). All left empty, each for a stated reason rather than a
convenient default — the pose fields in particular, because a CSI link has no
boresight and §6 makes no validated room-coordinate claim. The nine existing
P1 gates pass unchanged.
The decision this module makes is structural rather than a runtime refusal.
The adapter's full per-bin frame is P0 and would be dropped by the egress gate
after all the work of parsing and signing it; its 32-bin coarse reduction is
P1 and egress-safe. So the module does not offer the choice — it configures
the coarse mode, because a consumer cannot un-coarsen a coarse profile whereas
a check can be reordered. The gate still runs and is asserted to drop nothing.
12 gates in tests/ultrasonic_gates.rs, including the honest negative result: an
ultrasonic scan produces no fused inferences at all, and both independent
reasons are pinned. The adapter declines to populate `presence` — one
transducer pair cannot distinguish a person from a coat over the back of a
chair — and the engine's feature vocabulary is entirely statements about a
body, so range_m has nothing to drive.
The fixture is BatVu's own emitter output, byte-identical to the one in
ruvnet/rufield, so schema drift fails a build in one of three repositories
rather than an ingest in a deployment.
Not wired into the running server; P1 shipped as a library before P3 wired it
in, and this follows the same staging.
---
.../adr/ADR-262-rufield-ruview-integration.md | 26 ++
v2/Cargo.lock | 12 +
v2/crates/wifi-densepose-rufield/Cargo.toml | 4 +
.../wifi-densepose-rufield/src/bridge.rs | 24 ++
v2/crates/wifi-densepose-rufield/src/lib.rs | 2 +
.../wifi-densepose-rufield/src/ultrasonic.rs | 233 ++++++++++++++++
.../batvu_living_room.ultrasonic.jsonl | 72 +++++
.../tests/ultrasonic_gates.rs | 260 ++++++++++++++++++
vendor/rufield | 2 +-
9 files changed, 634 insertions(+), 1 deletion(-)
create mode 100644 v2/crates/wifi-densepose-rufield/src/ultrasonic.rs
create mode 100644 v2/crates/wifi-densepose-rufield/tests/fixtures/batvu_living_room.ultrasonic.jsonl
create mode 100644 v2/crates/wifi-densepose-rufield/tests/ultrasonic_gates.rs
diff --git a/docs/adr/ADR-262-rufield-ruview-integration.md b/docs/adr/ADR-262-rufield-ruview-integration.md
index 64702aaf2..053a7d9c9 100644
--- a/docs/adr/ADR-262-rufield-ruview-integration.md
+++ b/docs/adr/ADR-262-rufield-ruview-integration.md
@@ -139,6 +139,32 @@ Implement the §3.3 mapping: `effective_class → PrivacyClass`, `cog-ha-matter`
Add an opt-in `/ws/field` endpoint (or a `field_events` array on `SensingUpdate` behind a flag) carrying the signed `FieldEvent` + a privacy badge. Add an ingest route to `rufield-viewer` (it has none today — `server.rs:63-72`) so it can replay RuView's live feed instead of only `SyntheticSim`. **Gate:** a WS integration test asserting a connected client receives a privacy-badged, signature-verifiable `FieldEvent`; a viewer test asserting the new ingest route renders a live event. The `cognitum` appliance can speak RuField by consuming this endpoint (it already runs `ruview-vitals-worker`); deferred to its own ADR.
**P4 — fusion composition + multi-modality (ARCHITECTURE, optional).**
+
+> **Update — second modality landed as a library.** Open question 5 below asked
+> whether the second modality should be `rvcsi`. It is **ultrasonic**, because
+> the cost collapsed: `rufield-adapters` now ships `UltrasonicReplayAdapter`,
+> the first adapter for `Modality::Ultrasonic` (registry code 7, empty since
+> v0.1), which parses, validates and signs [BatVu](https://github.com/ruvnet/batvu)
+> range profiles upstream. RuView only has to decide what it will put on a wire.
+>
+> `wifi-densepose-rufield::ultrasonic` is that decision, and it is expressed
+> structurally: the adapter is configured for its 32-bin coarse output (`P1`,
+> egress-safe) rather than its full per-bin frame (`P0`, edge-local), because a
+> consumer cannot un-coarsen a coarse profile whereas a runtime check can be
+> reordered. The `network_egress_allowed` gate still runs and is asserted to
+> drop nothing.
+>
+> Gates: `tests/ultrasonic_gates.rs`, 12 tests — round-trip, signature-verify,
+> fusion ingest, P1 on **both** tensor and observation, structural unreachability
+> of P4/P5, trust-tier refusal in both directions, determinism, whole-file
+> rejection of a malformed recording. Plus one asserting the honest negative
+> result: **an ultrasonic scan produces no fused inferences at all**, because the
+> adapter declines to populate `presence` (one transducer pair cannot tell a
+> person from a coat on a chair) and the engine's feature vocabulary is entirely
+> statements about a body. RuField v0.1 has no predicate for static geometry.
+>
+> Not wired into the running server. P1 shipped as a library before P3 wired it
+> in; this follows the same staging.
Wire a second modality (cheapest: an `rvcsi`-sourced event, or recorded mmWave) into `RuFieldFusion` alongside the WiFi event, proving cross-modality fusion above ruvsense. **Gate:** a fusion test with two modalities producing ≥1 cross-modal inference, with provenance coverage 100%.
---
diff --git a/v2/Cargo.lock b/v2/Cargo.lock
index 07bac71df..797729888 100644
--- a/v2/Cargo.lock
+++ b/v2/Cargo.lock
@@ -8968,6 +8968,17 @@ dependencies = [
"unicode-ident",
]
+[[package]]
+name = "rufield-adapters"
+version = "0.1.0"
+dependencies = [
+ "rufield-core",
+ "rufield-provenance",
+ "serde",
+ "serde_json",
+ "sha2 0.10.9",
+]
+
[[package]]
name = "rufield-core"
version = "0.1.0"
@@ -13377,6 +13388,7 @@ version = "0.1.0"
name = "wifi-densepose-rufield"
version = "0.3.0"
dependencies = [
+ "rufield-adapters",
"rufield-core",
"rufield-fusion",
"rufield-privacy",
diff --git a/v2/crates/wifi-densepose-rufield/Cargo.toml b/v2/crates/wifi-densepose-rufield/Cargo.toml
index 9c66451fb..5dc57aa5e 100644
--- a/v2/crates/wifi-densepose-rufield/Cargo.toml
+++ b/v2/crates/wifi-densepose-rufield/Cargo.toml
@@ -19,6 +19,10 @@ rufield-core = { version = "0.1.0", path = "../../../vendor/rufield/crates/rufie
rufield-provenance = { version = "0.1.0", path = "../../../vendor/rufield/crates/rufield-provenance" }
rufield-privacy = { version = "0.1.0", path = "../../../vendor/rufield/crates/rufield-privacy" }
rufield-fusion = { version = "0.1.0", path = "../../../vendor/rufield/crates/rufield-fusion" }
+# ADR-262 P4 second modality: UltrasonicReplayAdapter parses, validates and
+# signs BatVu range profiles upstream, so RuView only has to decide what it is
+# willing to put on a wire. Same pure-Rust constraint as the four above.
+rufield-adapters = { version = "0.1.0", path = "../../../vendor/rufield/crates/rufield-adapters" }
serde = { workspace = true }
serde_json = { workspace = true }
diff --git a/v2/crates/wifi-densepose-rufield/src/bridge.rs b/v2/crates/wifi-densepose-rufield/src/bridge.rs
index 09dabec21..32b2b8be5 100644
--- a/v2/crates/wifi-densepose-rufield/src/bridge.rs
+++ b/v2/crates/wifi-densepose-rufield/src/bridge.rs
@@ -145,6 +145,21 @@ pub fn snapshot_to_field_event(snap: &SensingSnapshot, signer: &Signer) -> Field
features: build_features(snap, range_m),
labels: build_labels(snap),
privacy_class: class,
+ // ── fields added upstream since the previous submodule pin ─────────
+ //
+ // Each empty for its own reason rather than because a default was
+ // convenient. `track_id`: this bridge emits per-cycle snapshots, not
+ // tracks, and a stable per-person identifier is exactly what §3.3
+ // warns about. `attributes`: nothing `features` and `labels` do not
+ // already carry, and an empty map is omitted from the wire.
+ // `identity_evidence` / `channel_sounding_provenance`: both are
+ // structurally BLE-only — `validate_evidence_at` rejects either on any
+ // other modality — so for `wifi_csi` they are not unset, they are
+ // unrepresentable.
+ track_id: None,
+ attributes: Default::default(),
+ identity_evidence: None,
+ channel_sounding_provenance: None,
};
// ── 3. Provenance (real sha256 over the tensor bytes) ───────────────────
@@ -166,6 +181,15 @@ pub fn snapshot_to_field_event(snap: &SensingSnapshot, signer: &Signer) -> Field
vendor: "esp32".to_string(),
device_id: snap.node_id.clone(),
placement: "unknown".to_string(),
+ // Optional sensor pose, added upstream. Left unset on purpose: a CSI
+ // link has no boresight and no surveyed position here, and §6 is
+ // explicit that this surface makes no validated room-coordinate claim
+ // (`field_localize`). A placeholder pose would be inventing exactly
+ // that claim. The ultrasonic path DOES set these, because a handheld
+ // scanner genuinely knows where it was pointing.
+ coordinate_frame: None,
+ position_m: None,
+ orientation_xyzw: None,
clock_domain: "local".to_string(),
};
diff --git a/v2/crates/wifi-densepose-rufield/src/lib.rs b/v2/crates/wifi-densepose-rufield/src/lib.rs
index 5bbd7a37d..1925342c0 100644
--- a/v2/crates/wifi-densepose-rufield/src/lib.rs
+++ b/v2/crates/wifi-densepose-rufield/src/lib.rs
@@ -71,12 +71,14 @@
pub mod bridge;
pub mod privacy;
pub mod snapshot;
+pub mod ultrasonic;
pub use bridge::{snapshot_egress_class, snapshot_to_field_event};
pub use privacy::{apply_demotion_floor, egress_class, map_privacy};
pub use snapshot::{
RuViewPrivacyClass, SensingClass, SensingFeatures, SensingSnapshot, SignalField,
};
+pub use ultrasonic::{ScanError, ScanSource, UltrasonicScan, ULTRASONIC_EGRESS_CLASS};
// Re-export the rufield surface a bridge consumer needs, so callers depend on
// one crate.
diff --git a/v2/crates/wifi-densepose-rufield/src/ultrasonic.rs b/v2/crates/wifi-densepose-rufield/src/ultrasonic.rs
new file mode 100644
index 000000000..7d5cd8770
--- /dev/null
+++ b/v2/crates/wifi-densepose-rufield/src/ultrasonic.rs
@@ -0,0 +1,233 @@
+//! ADR-262 **P4, second modality**: ultrasonic range profiles on the field
+//! surface.
+//!
+//! Until now RuView's `/api/field` and `/ws/field` have carried exactly one
+//! modality — WiFi CSI, through [`crate::bridge`]. ADR-262 §4 lists multi-
+//! modality as P4 and leaves the choice of the second one open (§8 question 5
+//! asks whether it should be `rvcsi`, "making RuField the convergence point for
+//! both vendored sensing runtimes").
+//!
+//! This is a different answer to that question, and the reason is that it costs
+//! almost nothing: `rufield-adapters` now ships
+//! [`UltrasonicReplayAdapter`](rufield_adapters::UltrasonicReplayAdapter), the
+//! first adapter for `Modality::Ultrasonic` — registry code 7, which had sat in
+//! the §8 registry since v0.1 with nothing implementing it. It parses, validates
+//! and **signs** BatVu recordings upstream. RuView does not have to build any of
+//! that; it has to decide what it is willing to put on a wire.
+//!
+//! # What BatVu is, in one paragraph
+//!
+//! [BatVu](https://github.com/ruvnet/batvu) is a handheld sonar that runs in a
+//! phone browser: a 17.5–20.5 kHz chirp out of the speaker, a matched filter
+//! over the microphone, and a **range profile** — echo amplitude against
+//! distance along one beam. One microphone, so it measures range and infers
+//! bearing only from where the operator was pointing. That asymmetry is why the
+//! beam is carried as sensor *pose* rather than as an angle axis.
+//!
+//! # Why this module exists at all, given the adapter does the work
+//!
+//! Because RuView's egress rule is **stricter** than RuField's default guard,
+//! and the difference has to be structural rather than a runtime refusal.
+//!
+//! The adapter offers two output modes. [`UltrasonicOutput::RangeProfile`] is
+//! the full per-bin frame, classified `P0`, which
+//! [`network_egress_allowed`](crate::network_egress_allowed) holds edge-local —
+//! correctly, but *silently*, as a dropped event at the end of a pipeline that
+//! did all the parsing and signing first.
+//! [`UltrasonicOutput::CoarseProfile`] is a 32-bin max-pooled reduction,
+//! classified `P1`, which is egress-safe.
+//!
+//! So this module does not offer the choice. It configures the adapter for the
+//! coarse mode and says why, because a consumer cannot un-coarsen a coarse
+//! profile and a policy expressed in the *shape of the data* cannot be
+//! misconfigured later. The egress gate still runs — belt and braces, and it is
+//! asserted by a test — but by then there is nothing left for it to catch.
+//!
+//! # Honesty (ADR-262 §0 / §6)
+//!
+//! Same posture as P1, plus one more caveat that is BatVu's rather than ours:
+//!
+//! 1. **Replay, not live.** A file, not a streaming phone.
+//! 2. **Every current BatVu recording is its own simulator's output**, so the
+//! events carry `synthetic: true` and are fusable only under
+//! [`TrustPolicy::simulation`](rufield_provenance::TrustPolicy::simulation).
+//! `captured_replay()` and `production()` reject them outright, as they
+//! should. When a real device recording exists it declares
+//! `device_capture` and this module refuses it unless the caller has asked
+//! for that source explicitly — a recording cannot talk its way up a trust
+//! tier by relabelling itself.
+//! 3. **No accuracy is claimed.** The detections are CFAR outputs at a
+//! documented false-alarm rate. That is an operating point, not validated
+//! accuracy against surveyed ground truth.
+//! 4. **Nothing here says a person is present.** The adapter deliberately
+//! declines to populate the `presence` feature that would light up the
+//! shipped `person_present` rule: one transducer pair cannot distinguish a
+//! person from a coat over the back of a chair. The visible consequence is
+//! that ultrasonic events currently produce no fused inferences at all, and
+//! `ultrasonic_gates.rs` asserts that rather than papering over it.
+//!
+//! # What this does NOT do
+//!
+//! It does not touch the running server. P1 shipped as a library before P3
+//! wired it in, and this follows the same staging: a tested translation with
+//! its own gates, reviewable on its own, with the surface change as a separate
+//! change once the shape is agreed. [`UltrasonicScan::egress_events`] returns
+//! exactly what `FieldSurface::emit` would need to broadcast.
+
+use rufield_adapters::{
+ UltrasonicConfig, UltrasonicOutput, UltrasonicReplayAdapter, UltrasonicSource,
+};
+use rufield_core::{FieldEvent, PrivacyClass};
+
+use crate::network_egress_allowed;
+
+/// Which recordings a deployment is willing to accept.
+///
+/// Mirrors [`UltrasonicSource`] rather than re-exporting it, so a caller does
+/// not have to depend on `rufield-adapters` to make the choice — the bridge
+/// stays the single coupling point (ADR-262 §5.4).
+#[derive(Debug, Clone, Copy, PartialEq, Eq)]
+pub enum ScanSource {
+ /// Rendered by BatVu's acoustic simulator. Events are `synthetic: true`.
+ /// The safe default: it cannot be mistaken for a measurement.
+ Simulated,
+ /// Captured from a real phone microphone. Events are `synthetic: false`
+ /// and are eligible for captured-replay trust once the sensor key is
+ /// enrolled.
+ DeviceCapture,
+}
+
+impl From for UltrasonicSource {
+ fn from(s: ScanSource) -> Self {
+ match s {
+ ScanSource::Simulated => UltrasonicSource::Simulated,
+ ScanSource::DeviceCapture => UltrasonicSource::DeviceCapture,
+ }
+ }
+}
+
+/// Errors from loading a BatVu recording.
+#[derive(Debug, Clone, PartialEq)]
+pub enum ScanError {
+ /// The recording failed the adapter's parser. Carries its message, which
+ /// names the offending line.
+ Parse(String),
+ /// Calibration could not be established.
+ Calibrate(String),
+}
+
+impl std::fmt::Display for ScanError {
+ fn fmt(&self, f: &mut std::fmt::Formatter<'_>) -> std::fmt::Result {
+ match self {
+ ScanError::Parse(m) => write!(f, "ultrasonic recording rejected: {m}"),
+ ScanError::Calibrate(m) => write!(f, "ultrasonic calibration failed: {m}"),
+ }
+ }
+}
+
+impl std::error::Error for ScanError {}
+
+/// A loaded BatVu scan, ready to put on the field surface.
+#[derive(Debug)]
+pub struct UltrasonicScan {
+ adapter: UltrasonicReplayAdapter,
+ calibration_id: String,
+}
+
+impl UltrasonicScan {
+ /// Load a `.ultrasonic.jsonl` recording.
+ ///
+ /// `zone_id` is the room the scan was taken in and lands on every
+ /// observation. `accept` declares which source the deployment will take; a
+ /// recording declaring anything else is **refused**, in both directions, so
+ /// neither is a silent reinterpretation.
+ ///
+ /// Calibration runs here rather than being optional. The receipt id ends up
+ /// on every tensor, so an event that skipped it would be one nobody could
+ /// later ask "under what calibration was this measured".
+ pub fn load(text: &str, zone_id: &str, accept: ScanSource) -> Result {
+ let config = UltrasonicConfig {
+ accept: accept.into(),
+ zone_id: zone_id.to_string(),
+ placement: "handheld".to_string(),
+ // Not a caller's choice. See the module docs: the raw per-bin frame
+ // is P0 and would be dropped by the egress gate after all the work
+ // of parsing and signing it. Coarsening at the source makes the
+ // policy a property of the data instead of a property of a check
+ // somebody could later reorder.
+ output: UltrasonicOutput::CoarseProfile,
+ };
+ let mut adapter = UltrasonicReplayAdapter::from_jsonl_with(text, config)
+ .map_err(|e| ScanError::Parse(e.to_string()))?;
+ let receipt = adapter
+ .calibrate(zone_id)
+ .map_err(|e| ScanError::Calibrate(e.to_string()))?;
+ Ok(UltrasonicScan {
+ adapter,
+ calibration_id: receipt.calibration_id,
+ })
+ }
+
+ /// Pings in the recording.
+ #[must_use]
+ pub fn ping_count(&self) -> usize {
+ self.adapter.ping_count()
+ }
+
+ /// The sensor identity the whole recording belongs to.
+ ///
+ /// This is the key RuField's replay watermark and trust registry are both
+ /// keyed on, so it has to be stable across scans — the adapter refuses a
+ /// recording whose device changes midway.
+ #[must_use]
+ pub fn device_id(&self) -> &str {
+ self.adapter.device_id()
+ }
+
+ /// The calibration receipt every tensor in this scan cites.
+ #[must_use]
+ pub fn calibration_id(&self) -> &str {
+ &self.calibration_id
+ }
+
+ /// Every event in the recording, signed and validated by the adapter.
+ ///
+ /// Includes events that the egress gate would refuse. Use this for an
+ /// edge-local consumer; use [`egress_events`](Self::egress_events) for
+ /// anything that reaches a network.
+ pub fn events(&mut self) -> Result, ScanError> {
+ self.adapter
+ .collect_events()
+ .map_err(|e| ScanError::Parse(e.to_string()))
+ }
+
+ /// Only the events RuView will put on the wire.
+ ///
+ /// Runs the same [`network_egress_allowed`] gate the CSI path runs, with
+ /// `identity_bound: false` — an ultrasonic scan has no identity to bind, and
+ /// hard-coding it rather than plumbing a flag means there is no argument a
+ /// caller can pass that turns the P4/P5 consent exception on. There is no
+ /// consent story for a room scan.
+ ///
+ /// In the coarse mode configured by [`load`](Self::load) this should drop
+ /// nothing, and `coarse_scan_passes_the_egress_gate_intact` asserts it. The
+ /// gate stays because a policy that is only enforced where it never fires
+ /// is a policy nobody notices removing.
+ pub fn egress_events(&mut self) -> Result, ScanError> {
+ Ok(self
+ .events()?
+ .into_iter()
+ .filter(|e| network_egress_allowed(e.observation.privacy_class, false))
+ .filter(|e| network_egress_allowed(e.tensor.privacy_class, false))
+ .collect())
+ }
+}
+
+/// The privacy class every event from [`UltrasonicScan`] carries.
+///
+/// `P1` — a derived non-identity feature. Stated as a constant so a test can
+/// pin it: if the adapter's default output mode ever changes upstream, that is
+/// a submodule bump which silently moves data from edge-local to network-eligible
+/// or back, and it should fail a build here rather than change behaviour in a
+/// deployment.
+pub const ULTRASONIC_EGRESS_CLASS: PrivacyClass = PrivacyClass::P1;
diff --git a/v2/crates/wifi-densepose-rufield/tests/fixtures/batvu_living_room.ultrasonic.jsonl b/v2/crates/wifi-densepose-rufield/tests/fixtures/batvu_living_room.ultrasonic.jsonl
new file mode 100644
index 000000000..59de13881
--- /dev/null
+++ b/v2/crates/wifi-densepose-rufield/tests/fixtures/batvu_living_room.ultrasonic.jsonl
@@ -0,0 +1,72 @@
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diff --git a/v2/crates/wifi-densepose-rufield/tests/ultrasonic_gates.rs b/v2/crates/wifi-densepose-rufield/tests/ultrasonic_gates.rs
new file mode 100644
index 000000000..f27440cc9
--- /dev/null
+++ b/v2/crates/wifi-densepose-rufield/tests/ultrasonic_gates.rs
@@ -0,0 +1,260 @@
+//! ADR-262 P4 gates for the second modality.
+//!
+//! Same shape as `p1_gates.rs`: round-trip, fusability, privacy-safety,
+//! determinism. Not accuracy — nothing here claims an ultrasonic scan is
+//! *right*, only that it is well-formed, signed, correctly classified, and that
+//! the things it must refuse to do, it refuses.
+//!
+//! The fixture is not hand-written. `batvu_living_room.ultrasonic.jsonl` is
+//! produced by BatVu's own `npm run artifacts` — a 72-ping simulated sweep,
+//! written by its TypeScript emitter — and copied here verbatim. The same file
+//! is a test fixture in `ruvnet/rufield`, so a schema drift between BatVu's
+//! emitter and RuField's parser fails a build in one of three repositories
+//! rather than an ingest in a deployment.
+
+use rufield_core::{FieldEvent, FusionEngine, InferenceQuery, Modality, PrivacyClass};
+use rufield_fusion::RuFieldFusion;
+use rufield_provenance::{is_fusable, verify_event};
+use wifi_densepose_rufield::{
+ network_egress_allowed, ScanSource, UltrasonicScan, ULTRASONIC_EGRESS_CLASS,
+};
+
+const SCAN: &str = include_str!("fixtures/batvu_living_room.ultrasonic.jsonl");
+
+fn scan() -> UltrasonicScan {
+ UltrasonicScan::load(SCAN, "living_room", ScanSource::Simulated).expect("fixture loads")
+}
+
+// ── round-trip ───────────────────────────────────────────────────────────────
+
+#[test]
+fn gate_round_trip_every_event_is_well_formed_and_serializes() {
+ let mut s = scan();
+ assert_eq!(s.ping_count(), 72);
+ assert_eq!(s.device_id(), "batvu-reference-01");
+ assert!(!s.calibration_id().is_empty());
+
+ let events = s.events().expect("events");
+ assert_eq!(events.len(), 72);
+
+ let mut previous = 0u64;
+ for event in &events {
+ event
+ .validate_evidence_at(event.timestamp_ns)
+ .expect("structural evidence invariants hold");
+
+ assert_eq!(event.tensor.modality, Modality::Ultrasonic);
+ assert_eq!(event.sensor.vendor, "batvu");
+ assert_eq!(event.observation.zone_id.as_deref(), Some("living_room"));
+
+ // Every profile value finite and non-negative. `FieldTensor::validate`
+ // checks only shape and axis rank, so a NaN would serialize to JSON
+ // `null` and then fail to deserialize as an f32 on the far side of the
+ // wire — the worst place to find it. The adapter rejects it at parse.
+ assert!(
+ event
+ .tensor
+ .values
+ .iter()
+ .all(|v| v.is_finite() && *v >= 0.0),
+ "profile values are finite and non-negative"
+ );
+
+ // Strictly increasing, which RuField's replay watermark requires in
+ // every trust mode and silently drops what does not satisfy.
+ assert!(event.timestamp_ns > previous);
+ previous = event.timestamp_ns;
+
+ // serde round-trip, byte-stable.
+ let json = serde_json::to_string(event).expect("serializes");
+ let back: FieldEvent = serde_json::from_str(&json).expect("deserializes");
+ assert_eq!(*event, back);
+ }
+
+ let mut ids: Vec<&str> = events.iter().map(|e| e.event_id.as_str()).collect();
+ ids.sort_unstable();
+ ids.dedup();
+ assert_eq!(ids.len(), events.len(), "event ids are unique");
+}
+
+// ── fusability ───────────────────────────────────────────────────────────────
+
+#[test]
+fn gate_every_event_carries_a_signature_that_verifies() {
+ let mut s = scan();
+ let events = s.events().expect("events");
+ for event in &events {
+ verify_event(event).expect("ed25519 signature verifies");
+ assert!(is_fusable(event));
+ }
+
+ // And tampering breaks it, so the signature is load-bearing rather than
+ // decorative.
+ let mut tampered = events[0].clone();
+ tampered.tensor.values[0] = 999.0;
+ assert!(verify_event(&tampered).is_err());
+}
+
+#[test]
+fn gate_fusion_ingests_every_event() {
+ let mut s = scan();
+ let mut engine = RuFieldFusion::new();
+ for event in s.events().expect("events") {
+ engine.ingest(event).expect("fusion accepts the event");
+ }
+}
+
+// ── privacy safety — the correctness item ────────────────────────────────────
+
+#[test]
+fn gate_coarse_scan_passes_the_egress_gate_intact() {
+ // The claim the module makes: configuring the adapter for the coarse output
+ // means the egress gate has nothing left to catch. If a submodule bump ever
+ // changes the adapter's default class, this is where it surfaces.
+ let mut s = scan();
+ let all = s.events().expect("events").len();
+
+ let mut s = scan();
+ let egress = s.egress_events().expect("egress events").len();
+
+ assert_eq!(all, 72);
+ assert_eq!(
+ egress, all,
+ "no event is dropped at the gate in coarse mode"
+ );
+}
+
+#[test]
+fn gate_every_event_is_p1_on_both_tensor_and_observation() {
+ let mut s = scan();
+ for event in s.events().expect("events") {
+ assert_eq!(event.tensor.privacy_class, ULTRASONIC_EGRESS_CLASS);
+ assert_eq!(event.observation.privacy_class, ULTRASONIC_EGRESS_CLASS);
+ // Both, because the guard is conjunctive over the pair — a P0 tensor
+ // under a P1 observation is exactly the composite leak the default
+ // guard exists to close.
+ assert!(network_egress_allowed(event.tensor.privacy_class, false));
+ assert!(network_egress_allowed(
+ event.observation.privacy_class,
+ false
+ ));
+ }
+ assert_eq!(ULTRASONIC_EGRESS_CLASS, PrivacyClass::P1);
+}
+
+#[test]
+fn gate_ultrasonic_can_never_reach_the_identity_tiers() {
+ // P5 is only reachable through `identity_evidence`, which
+ // `validate_evidence_at` restricts to BLE advertisement RSSI — so an
+ // ultrasonic event carrying it is a hard validation failure rather than a
+ // policy question. The ceiling is structural.
+ let mut s = scan();
+ for event in s.events().expect("events") {
+ assert!(event.tensor.privacy_class < PrivacyClass::P4);
+ assert!(event.observation.privacy_class < PrivacyClass::P4);
+ assert!(event.observation.identity_evidence.is_none());
+ assert!(event.observation.channel_sounding_provenance.is_none());
+ }
+}
+
+#[test]
+fn gate_no_event_claims_a_person() {
+ // The tempting mistake, refused deliberately. `presence` is one of exactly
+ // six feature keys the fusion window reads, and populating it would light
+ // up the shipped `person_present` rule. One transducer pair cannot
+ // distinguish a person from a coat over the back of a chair.
+ let mut s = scan();
+ for event in s.events().expect("events") {
+ for forbidden in ["presence", "breathing_band", "posture_height", "transient"] {
+ assert!(
+ !event.observation.features.contains_key(forbidden),
+ "an ultrasonic event must not claim `{forbidden}`"
+ );
+ }
+ for label in &event.observation.labels {
+ assert!(
+ !label.contains("person") && !label.contains("presence"),
+ "unexpected personhood label: {label}"
+ );
+ }
+ }
+}
+
+/// The honest negative result, asserted rather than avoided.
+///
+/// Because nothing claims presence, a BatVu scan produces no fused inferences
+/// under the shipped rules. Two independent reasons, and pinning both matters
+/// because fixing only the first would look like progress and change nothing:
+/// no rule lists `"ultrasonic"` among its inputs, and the engine's feature
+/// vocabulary is entirely statements about a body, so `range_m` has nothing to
+/// drive. RuField v0.1 has no predicate for static geometry.
+#[test]
+fn gate_no_inferences_and_that_is_the_correct_outcome() {
+ let mut s = scan();
+ let mut engine = RuFieldFusion::new();
+ for event in s.events().expect("events") {
+ engine.ingest(event).expect("ingest");
+ }
+ let inferences = engine
+ .infer(&InferenceQuery {
+ zone_id: Some("living_room".into()),
+ labels: vec![],
+ track_id: None,
+ as_of_ns: None,
+ })
+ .expect("infer");
+ assert!(
+ inferences.is_empty(),
+ "no shipped rule can fire on a range-only sensor: {inferences:?}"
+ );
+}
+
+// ── trust tier ───────────────────────────────────────────────────────────────
+
+#[test]
+fn gate_a_recording_cannot_relabel_itself_into_a_higher_trust_tier() {
+ // The fixture declares `simulated`. An operator pointing a capture-trusting
+ // deployment at it gets a hard refusal rather than a silently upgraded
+ // tier — and the reverse is refused too, so neither direction is a quiet
+ // reinterpretation.
+ let err = UltrasonicScan::load(SCAN, "living_room", ScanSource::DeviceCapture)
+ .expect_err("must refuse");
+ assert!(
+ err.to_string().contains("device_capture"),
+ "the refusal names the mismatch: {err}"
+ );
+}
+
+#[test]
+fn gate_simulated_recordings_are_marked_synthetic() {
+ // Not cosmetic: `synthetic: true` is what keeps simulator output out of
+ // captured-replay and production trust, which reject it before any key
+ // lookup. Marking it otherwise to get it accepted is the §11 invariant
+ // violation ADR-262 forbids.
+ let mut s = scan();
+ for event in s.events().expect("events") {
+ assert!(event.provenance.synthetic);
+ }
+}
+
+// ── determinism ──────────────────────────────────────────────────────────────
+
+#[test]
+fn gate_same_recording_yields_a_byte_identical_event_stream() {
+ let mut a = scan();
+ let mut b = scan();
+ let left = serde_json::to_string(&a.events().expect("events")).expect("serializes");
+ let right = serde_json::to_string(&b.events().expect("events")).expect("serializes");
+ assert_eq!(left, right);
+}
+
+#[test]
+fn gate_a_malformed_recording_is_refused_whole() {
+ // No partial ingest. A stream that half-replays and then dies is the worst
+ // outcome for a consumer, because it has already acted on the good prefix.
+ let mut bad = SCAN.lines().take(4).collect::>().join("\n");
+ bad.push_str("\n{\"timestamp\":1756162800,\"source\":\"simulated\",\"device_id\":\"x\"}\n");
+ let err =
+ UltrasonicScan::load(&bad, "living_room", ScanSource::Simulated).expect_err("must refuse");
+ assert!(err.to_string().contains("rejected"));
+}
diff --git a/vendor/rufield b/vendor/rufield
index 43b1df3dc..995567283 160000
--- a/vendor/rufield
+++ b/vendor/rufield
@@ -1 +1 @@
-Subproject commit 43b1df3dc3c436a21e3fc85dc34475458a1eca9d
+Subproject commit 995567283606b86594439d6594387ff551a21ede
From b742eae7d6050e54284a202ef62af0b21ddebe10 Mon Sep 17 00:00:00 2001
From: rUv
Date: Thu, 27 Aug 2026 10:10:31 -0400
Subject: [PATCH 02/13] fix(sensing): fuse only coherent frame cohorts (#1726)
---
.../src/engine_bridge.rs | 95 ++++---
.../src/multistatic_bridge.rs | 241 +++++++++++++++---
.../src/ruvsense/multistatic.rs | 11 +
3 files changed, 281 insertions(+), 66 deletions(-)
diff --git a/v2/crates/wifi-densepose-sensing-server/src/engine_bridge.rs b/v2/crates/wifi-densepose-sensing-server/src/engine_bridge.rs
index 5941a6558..25ab95b1c 100644
--- a/v2/crates/wifi-densepose-sensing-server/src/engine_bridge.rs
+++ b/v2/crates/wifi-densepose-sensing-server/src/engine_bridge.rs
@@ -41,7 +41,7 @@ use wifi_densepose_signal::ruvsense::fusion_quality::CalibrationId;
use wifi_densepose_signal::ruvsense::multistatic::MultistaticConfig;
use wifi_densepose_worldgraph::WorldId;
-use super::multistatic_bridge::node_frames_from_states;
+use super::multistatic_bridge::node_frames_from_states_with_guard;
use super::NodeState;
/// Minimum spacing between engine-error warn logs (errors are still counted
@@ -53,6 +53,8 @@ const ENGINE_ERROR_WARN_INTERVAL: Duration = Duration::from_secs(10);
/// live sensing loop publishes beliefs into.
pub struct EngineBridge {
engine: StreamingEngine,
+ /// Hard timestamp guard shared by cohort selection and engine validation.
+ guard_interval_us: u64,
room: WorldId,
/// Nodes already wired into the WorldGraph as sensors (by `node_id`).
registered_nodes: HashMap,
@@ -94,6 +96,11 @@ impl EngineBridge {
room_name: &str,
multistatic_cfg: Option,
) -> Self {
+ let guard_interval_us = multistatic_cfg
+ .as_ref()
+ .map_or_else(|| MultistaticConfig::default().guard_interval_us, |cfg| {
+ cfg.guard_interval_us
+ });
let mut engine = StreamingEngine::new(mode, model_version, GeoRegistration::default());
if let Some(cfg) = multistatic_cfg {
engine.set_multistatic_config(cfg);
@@ -101,6 +108,7 @@ impl EngineBridge {
let room = engine.add_room(room_area_id, room_name);
Self {
engine,
+ guard_interval_us,
room,
registered_nodes: HashMap::new(),
calibration: CalibrationId(0x5256_0001), // "RV\0\x01" — placeholder epoch
@@ -165,7 +173,8 @@ impl EngineBridge {
node_states: &HashMap,
now_ms: i64,
) -> Option> {
- let frames = node_frames_from_states(node_states);
+ let frames =
+ node_frames_from_states_with_guard(node_states, self.guard_interval_us);
if frames.is_empty() {
return None;
}
@@ -195,7 +204,15 @@ impl EngineBridge {
node_states: &HashMap,
now_ms: i64,
) -> Option {
- match self.process_cycle_from_states(node_states, now_ms)? {
+ let result = self.process_cycle_from_states(node_states, now_ms)?;
+ self.record_cycle_result(result)
+ }
+
+ fn record_cycle_result(
+ &mut self,
+ result: Result,
+ ) -> Option {
+ match result {
Ok(trust) => {
self.last_witness = Some(trust.witness);
self.recalibration_recommended = trust.recalibration_recommended;
@@ -419,45 +436,29 @@ mod tests {
assert!(!bridge.suppress_raw_outputs());
}
- /// Error wiring (review finding 1a): a live cycle that fails fusion yields
- /// an `EngineError` — previously dropped by `if let Some(Ok(..))` at the
- /// call sites. The counter must increment and the last good trust state
- /// must survive a later failure.
- ///
- /// Originally this forced the failure with a 56-vs-30 subcarrier mismatch
- /// (`DimensionMismatch`). Since #1170 the live bridge canonicalizes every
- /// node onto the 56-tone grid, so heterogeneous counts now fuse cleanly —
- /// a frame-timestamp spread wider than the fuser's 60 ms guard interval is
- /// the remaining deterministic way to provoke a fusion error here.
+ /// Error-result accounting is independent from live cohort selection, so
+ /// a future engine error remains auditable without deliberately forwarding
+ /// temporally incoherent frames through the production bridge.
#[test]
fn observe_cycle_counts_engine_errors() {
- // Both nodes are 56-subcarrier (canonicalization-clean), but their
- // frame timestamps are 500 ms apart — far beyond the 60 ms guard —
- // so the fuser rejects the cycle with TimestampMismatch. Future
- // offsets keep both instants safely after the bridge's lazy EPOCH.
- fn mismatched_states() -> HashMap {
- let now = Instant::now();
- let mut a = node_state_with_history(1.0, 56);
- a.last_frame_time = Some(now + std::time::Duration::from_millis(600));
- let mut b = node_state_with_history(1.05, 56);
- b.last_frame_time = Some(now + std::time::Duration::from_millis(100));
- let mut m = HashMap::new();
- m.insert(0u8, a);
- m.insert(1u8, b);
- m
- }
-
let mut bridge = EngineBridge::new(PrivacyMode::PrivateHome, 1, "r", "R", None);
- let mismatched = mismatched_states();
+ let error = || {
+ EngineError::Fusion(
+ wifi_densepose_signal::ruvsense::multistatic::MultistaticError::TimestampMismatch {
+ spread_us: 500_000,
+ guard_us: 60_000,
+ },
+ )
+ };
- assert!(bridge.observe_cycle(&mismatched, 1_000).is_none());
+ assert!(bridge.record_cycle_result(Err(error())).is_none());
assert_eq!(bridge.engine_error_count(), 1);
assert!(
bridge.last_trust_witness().is_none(),
"no witness from a failed cycle"
);
- assert!(bridge.observe_cycle(&mismatched, 2_000).is_none());
+ assert!(bridge.record_cycle_result(Err(error())).is_none());
assert_eq!(bridge.engine_error_count(), 2);
// A later good cycle records trust state; the audit count is kept.
@@ -467,11 +468,39 @@ mod tests {
assert_eq!(bridge.engine_error_count(), 2);
// And a subsequent failure keeps the last good witness readable.
- assert!(bridge.observe_cycle(&mismatched, 4_000).is_none());
+ assert!(bridge.record_cycle_result(Err(error())).is_none());
assert_eq!(bridge.engine_error_count(), 3);
assert!(bridge.last_trust_witness().is_some());
}
+ #[test]
+ fn governed_cycles_prune_slow_mixed_width_nodes_without_errors() {
+ let mut bridge = EngineBridge::new(PrivacyMode::PrivateHome, 1, "r", "R", None);
+
+ for tick in 0..50_i64 {
+ let now = Instant::now();
+ let mut states = HashMap::new();
+ for (node_id, age_ms, n_sub) in [
+ (1, 0, 64),
+ (3, 10, 256),
+ (4, 50, 64),
+ (7, 1_000, 256),
+ ] {
+ let mut node = node_state_with_history(1.0 + node_id as f64 * 0.01, n_sub);
+ node.last_frame_time = Some(now - Duration::from_millis(age_ms));
+ states.insert(node_id, node);
+ }
+
+ assert!(
+ bridge.observe_cycle(&states, 1_000 + tick * 50).is_some(),
+ "governed cycle {tick}"
+ );
+ }
+
+ assert_eq!(bridge.engine_error_count(), 0);
+ assert!(bridge.last_trust_witness().is_some());
+ }
+
/// ADR-141 mapping (review finding 1c): a cycle emitted at class
/// Restricted flips `suppress_raw_outputs`, which `main.rs` uses to strip
/// per-node raw amplitude vectors from the live publish — the same field
diff --git a/v2/crates/wifi-densepose-sensing-server/src/multistatic_bridge.rs b/v2/crates/wifi-densepose-sensing-server/src/multistatic_bridge.rs
index a84f8989b..02b0bf4f4 100644
--- a/v2/crates/wifi-densepose-sensing-server/src/multistatic_bridge.rs
+++ b/v2/crates/wifi-densepose-sensing-server/src/multistatic_bridge.rs
@@ -12,7 +12,9 @@ use std::time::{Duration, Instant};
use wifi_densepose_signal::hardware_norm::{CanonicalCsiFrame, HardwareNormalizer, HardwareType};
use wifi_densepose_signal::ruvsense::multiband::MultiBandCsiFrame;
-use wifi_densepose_signal::ruvsense::multistatic::{FusedSensingFrame, MultistaticFuser};
+use wifi_densepose_signal::ruvsense::multistatic::{
+ FusedSensingFrame, MultistaticConfig, MultistaticFuser,
+};
use super::NodeState;
@@ -44,6 +46,24 @@ static NORMALIZER: LazyLock = LazyLock::new(HardwareNormaliz
/// `last_frame_time`.
pub fn node_frame_from_state(node_id: u8, ns: &NodeState) -> Option {
let last_time = ns.last_frame_time.as_ref()?;
+ let timestamp_us = ns
+ .mesh_aligned_us_for_latest_csi_frame()
+ .unwrap_or_else(|| host_arrival_timestamp_us(last_time));
+ node_frame_from_state_at(node_id, ns, timestamp_us)
+}
+
+fn host_arrival_timestamp_us(last_time: &Instant) -> u64 {
+ last_time
+ .checked_duration_since(*EPOCH)
+ .unwrap_or_default()
+ .as_micros() as u64
+}
+
+fn node_frame_from_state_at(
+ node_id: u8,
+ ns: &NodeState,
+ timestamp_us: u64,
+) -> Option {
let latest = ns.frame_history.back()?;
if latest.is_empty() {
return None;
@@ -60,19 +80,6 @@ pub fn node_frame_from_state(node_id: u8, ns: &NodeState) -> Option Option) -> Vec {
- let now = Instant::now();
- let mut frames = Vec::with_capacity(node_states.len());
+ node_frames_from_states_with_guard(
+ node_states,
+ MultistaticConfig::default().guard_interval_us,
+ )
+}
- for (&node_id, ns) in node_states {
- // Skip stale nodes
- if let Some(ref t) = ns.last_frame_time {
- if now.duration_since(*t) > STALE_THRESHOLD {
- continue;
- }
- } else {
+/// Collect the freshest temporally coherent cohort of active node frames.
+///
+/// Nodes can publish at very different rates (for example, a mixed S3/C6
+/// fleet). `STALE_THRESHOLD` determines whether a node is alive; it does not
+/// mean its latest frame belongs to the current sensing cycle. After choosing
+/// one timestamp domain for the whole cycle, retain only frames within the
+/// fuser's hard guard of the freshest frame. This prevents a slow-but-live node
+/// from turning every governed cycle into `TimestampMismatch`, while always
+/// preserving at least the freshest node for the supported single-node path.
+pub fn node_frames_from_states_with_guard(
+ node_states: &HashMap,
+ guard_interval_us: u64,
+) -> Vec {
+ let now = Instant::now();
+ let mut active: Vec<(u8, &NodeState)> = node_states
+ .iter()
+ .filter_map(|(&node_id, ns)| {
+ let last_time = ns.last_frame_time.as_ref()?;
+ (now.duration_since(*last_time) <= STALE_THRESHOLD).then_some((node_id, ns))
+ })
+ .collect();
+ active.sort_unstable_by_key(|(node_id, _)| *node_id);
+
+ if active.is_empty() {
+ return Vec::new();
+ }
+
+ let guard_interval_us = guard_interval_us.max(1);
+
+ // Timestamp domains must be selected for the cycle as a whole. A CSI
+ // frame can legitimately arrive between periodic sync-marked frames. If
+ // that one node fell back to process-local host time while a peer retained
+ // mesh epoch time, the resulting hundreds-of-seconds spread made every
+ // governed fusion cycle fail. Use mesh time only when every active node
+ // can provide it; otherwise use host-arrival time consistently for all.
+ let mesh_times: Option> = active
+ .iter()
+ .map(|(_, ns)| ns.mesh_aligned_us_for_latest_csi_frame())
+ .collect::
+
## **See through walls with WiFi** ##
From 0a0b3411f84b67eaf4a4f3b3b60f293edaba469a Mon Sep 17 00:00:00 2001
From: ruv
Date: Mon, 31 Aug 2026 12:07:51 -0400
Subject: [PATCH 05/13] fix: fail closed contradictory ESP32 occupancy evidence
---
...346-fail-closed-edge-occupancy-evidence.md | 50 +++++++++++++++++
docs/adr/README.md | 1 +
...2026-08-31-esp32-c6-occupancy-integrity.md | 56 +++++++++++++++++++
.../esp32-csi-node/main/edge_processing.c | 31 +++++++++-
.../esp32-csi-node/main/edge_processing.h | 14 +++++
firmware/esp32-csi-node/main/ota_update.c | 22 ++++----
.../test/test_vitals_count_presence.c | 14 +++++
.../wifi-densepose-sensing-server/src/csi.rs | 52 ++++++++++++++++-
.../wifi-densepose-sensing-server/src/main.rs | 55 +++++++++++++++++-
.../src/types.rs | 3 +
10 files changed, 279 insertions(+), 19 deletions(-)
create mode 100644 docs/adr/ADR-346-fail-closed-edge-occupancy-evidence.md
create mode 100644 docs/validation/2026-08-31-esp32-c6-occupancy-integrity.md
diff --git a/docs/adr/ADR-346-fail-closed-edge-occupancy-evidence.md b/docs/adr/ADR-346-fail-closed-edge-occupancy-evidence.md
new file mode 100644
index 000000000..6c856d0cc
--- /dev/null
+++ b/docs/adr/ADR-346-fail-closed-edge-occupancy-evidence.md
@@ -0,0 +1,50 @@
+# ADR 346: Fail closed ESP32 occupancy evidence
+
+## Status
+
+Accepted and implemented. Physical qualification is required after each firmware build.
+
+## Date
+
+2026 08 31
+
+## Context
+
+The ESP32 Tier 2 pipeline produces two different signals. Presence is a debounced room level decision. Person count is a bounded subcarrier diversity heuristic. A live four node installation emitted packets with `presence=false` and `n_persons=3` or `4`. The server eventually gated the aggregate room count, but raw WebSocket consumers and diagnostics could still treat the contradictory count as occupancy evidence.
+
+That contradiction is more dangerous than a missed optional count. It can contaminate empty room calibration, train a room model on false labels, and encourage a product claim that the firmware cannot support. The count is not identity, pose, or a validated multi person estimator.
+
+## Decision
+
+1. Firmware person slots are subordinate to the debounced presence gate.
+2. When presence is false, the firmware clears slot activity, slot history, candidate count, persistence streak, and stable count.
+3. The serialized person count is always zero when presence is false and is clamped to `EDGE_MAX_PERSONS` when presence is true.
+4. The sensing server repeats the invariant for older firmware. A contradictory or out of range count becomes zero and carries `person_count_valid=false`.
+5. Fused CSI plus mmWave packets use either CSI presence or mmWave presence as the supporting presence condition.
+6. The node inventory and WebSocket diagnostics expose person count validity. Consumers must not infer a person from an invalid count.
+7. No count accuracy claim is created by this change. The firmware output remains a heuristic until a leakage free, held out physical dataset demonstrates otherwise.
+8. OTA admission uses the selected update partition size rather than a stale fixed 900 KB ceiling. The status endpoint reports that same hardware bound, while image validation and authenticated OTA remain mandatory.
+
+## Security and privacy
+
+The change retains no raw CSI or personal data. It reduces authority by preventing a secondary heuristic from asserting occupancy after the primary gate has closed. The host validates packet length, magic, range, and logical consistency before using count evidence.
+
+## Consequences
+
+Older firmware remains wire compatible. Invalid count evidence becomes visibly unavailable instead of silently affecting calibration. A true multi person event can still be undercounted when the presence gate is false, which is the intended fail closed behavior. Current C6 images larger than 900 KB can use the installed 1,900,544 byte OTA slots after one serial upgrade, without weakening the OTA authentication gate.
+
+The largest uncertainty is whether the current presence gate itself generalizes across the installed rooms. The fix path is a room bound empty baseline plus the fixed room selective held out protocol, not a global threshold reduction.
+
+## Evidence and acceptance
+
+MEASURED before implementation on 2026 08 31: four live nodes streamed for 86 seconds with zero transport errors, while edge packets repeatedly contradicted `presence=false` with counts of three or four.
+
+Software acceptance requires:
+
+1. Host firmware tests prove absent plus four active slots serializes zero.
+2. Rust parser tests prove contradictory and out of range counts fail closed.
+3. The node API exposes count validity without breaking older firmware.
+
+Physical acceptance requires the updated firmware on a confirmed board, a captured boot log, five minutes of live packets, zero logical count contradictions, and no increase in transport errors. Accuracy remains unmeasured until labelled held out sequences are recorded.
+
+Physical qualification completed for ESP32 C6 node 4 on 2026 08 31. The five minute run observed 242 edge packets, including 61 absent packets, with zero logical count contradictions and zero parse errors. See `docs/validation/2026-08-31-esp32-c6-occupancy-integrity.md`. Other nodes remain unqualified until separately identified and upgraded.
diff --git a/docs/adr/README.md b/docs/adr/README.md
index 6ea876655..0ac712810 100644
--- a/docs/adr/README.md
+++ b/docs/adr/README.md
@@ -106,6 +106,7 @@ Statuses: **Proposed** (under discussion), **Accepted** (approved and/or impleme
| [ADR-036](ADR-036-rvf-training-pipeline-ui.md) | Training Pipeline UI Integration | Proposed |
| [ADR-043](ADR-043-sensing-server-ui-api-completion.md) | Sensing Server UI API Completion (14 endpoints) | Accepted |
| [ADR-344](ADR-344-adaptive-local-installation-discovery.md) | Adaptive Local Installation Discovery | Accepted (local software path) |
+| [ADR-346](ADR-346-fail-closed-edge-occupancy-evidence.md) | Fail closed ESP32 occupancy evidence | Accepted (implemented, physical qualification pending) |
| [ADR-115](ADR-115-home-assistant-integration.md) | Home Assistant integration via MQTT auto-discovery + Matter bridge (HA-DISCO + HA-FABRIC + HA-MIND) | Accepted (MQTT track) / Proposed (Matter SDK P8b) |
| [ADR-169](ADR-169-adam-mode-light-theme.md) | adam-mode — light theme toggle for the three.js realtime demo | Proposed |
| [ADR-170](ADR-170-yoga-mode-pose-system.md) | yoga-mode — yoga pose detection, classification, and scoring for the three.js realtime demo | Proposed |
diff --git a/docs/validation/2026-08-31-esp32-c6-occupancy-integrity.md b/docs/validation/2026-08-31-esp32-c6-occupancy-integrity.md
new file mode 100644
index 000000000..89abca9b3
--- /dev/null
+++ b/docs/validation/2026-08-31-esp32-c6-occupancy-integrity.md
@@ -0,0 +1,56 @@
+# ESP32 C6 occupancy evidence qualification
+
+## Scope
+
+This record qualifies the fail closed person count invariant in ADR 346 on one physically attached ESP32 C6. It does not qualify person counting accuracy, identity, pose, room separation, or vital sign accuracy.
+
+## Hardware and firmware
+
+| Field | Measured value |
+|---|---|
+| Board | ESP32 C6 QFN40 revision 0.2 |
+| Logical node | 4 |
+| Firmware before | 0.7.0 |
+| Firmware after | 0.8.4 development build |
+| App image | 1,051,168 bytes |
+| App SHA 256 | `f9470a31b82612f1740f0cf0943ddb78917cd58784ba16d2e9d57cc8fb39364c` |
+| OTA slot size | 1,900,544 bytes |
+| CSI stream target | Preserved from NVS |
+
+The device partition table was read before the update. NVS, OTA metadata, bootloader, and partition table were not overwritten. A private recovery copy was created outside the repository and excluded from version control.
+
+## Software gates
+
+| Gate | Result |
+|---|---|
+| Firmware host tests | PASS, 54 assertions across encoding, vital evidence, and mmWave detection |
+| Rust sensing server package | PASS, 532 library tests plus all package integration and documentation tests |
+| Mobile Jest suite | PASS, 164 suites and 1,223 tests |
+| Mobile TypeScript | PASS |
+| Mobile ESLint | PASS |
+| Mobile security verifier | PASS |
+| Repository wide Rust formatting | PREEXISTING DRIFT outside this change; changed code builds and package tests pass |
+
+## Physical result
+
+MEASURED on 2026 08 31 from the live local sensing WebSocket for 300 seconds:
+
+| Node | Firmware state | Edge packets | Absent packets | Absent with nonzero count | Result |
+|---|---|---:|---:|---:|---|
+| 4 | Updated | 242 | 61 | 0 | PASS |
+| 3 | Unupdated control | 216 | 216 | 216 | Expected control failure |
+| 7 | Unupdated control | 280 | 278 | 278 | Expected control failure |
+
+Node 4 reduced the targeted logical contradiction from observed to zero, a 100 percent reduction for this invariant during this run. This is not a person count accuracy result.
+
+The WebSocket run had zero JSON parse errors and one expected client close at completion. The sensing server remained ready with `engine_error_count=0`. A separate 45 second serial observation recorded 120 log lines, 17 CSI callback markers, zero ENOMEM backoffs, and zero other error lines.
+
+The updated OTA status endpoint reports the selected 1,900,544 byte partition rather than the stale 921,600 byte constant. The 1,051,168 byte image therefore fits with 849,376 bytes of partition headroom.
+
+## Remaining qualification
+
+Nodes 3 and 7 still demonstrate the old contradictory behavior and must be upgraded only after their network identity, OTA credential, and rollback path are verified. The current run had no labelled ground truth, so multi person fidelity and adjacent room rejection remain unmeasured.
+
+## Acceptance test
+
+Repeat a five minute capture after every firmware change. Pass only when every updated node has at least 30 absent packets, zero packets where `presence=false` and `n_persons>0`, zero parser errors, and a ready sensing server with zero engine errors.
diff --git a/firmware/esp32-csi-node/main/edge_processing.c b/firmware/esp32-csi-node/main/edge_processing.c
index a92d0403d..580b32c8f 100644
--- a/firmware/esp32-csi-node/main/edge_processing.c
+++ b/firmware/esp32-csi-node/main/edge_processing.c
@@ -409,6 +409,21 @@ static edge_biquad_t s_person_bq_hr[EDGE_MAX_PERSONS];
static float s_person_br_filt[EDGE_MAX_PERSONS][EDGE_PHASE_HISTORY_LEN];
static float s_person_hr_filt[EDGE_MAX_PERSONS][EDGE_PHASE_HISTORY_LEN];
+/** Clear person slots whenever the room-level presence gate is closed. */
+static void reset_person_count_state(void)
+{
+ s_person_count_candidate = 0;
+ s_person_count_streak = 0;
+ s_person_count_stable = 0;
+ for (uint8_t p = 0; p < EDGE_MAX_PERSONS; p++) {
+ s_persons[p].active = false;
+ s_persons[p].history_len = 0;
+ s_persons[p].history_idx = 0;
+ s_persons[p].breathing_bpm = 0.0f;
+ s_persons[p].heartrate_bpm = 0.0f;
+ }
+}
+
/** Latest vitals packet (thread-safe via volatile copy). */
static volatile edge_vitals_pkt_t s_latest_pkt;
static volatile bool s_pkt_valid;
@@ -898,7 +913,10 @@ static void send_vitals_packet(void)
for (uint8_t p = 0; p < EDGE_MAX_PERSONS; p++) {
if (s_persons[p].active) n_active++;
}
- pkt.n_persons = n_active;
+ /* Fail closed: the slot heuristic cannot assert occupants while the
+ * debounced presence gate is false. The host repeats this invariant for
+ * backward compatibility with older firmware. */
+ pkt.n_persons = edge_evidence_person_count(s_presence_detected, n_active);
pkt.motion_energy = s_motion_energy;
pkt.presence_score = s_presence_score;
@@ -1202,8 +1220,15 @@ static void process_frame(const edge_ring_slot_t *slot)
}
}
- /* --- Step 11: Multi-person vitals --- */
- update_multi_person_vitals(slot->iq_data, n_subcarriers, sample_rate);
+ /* --- Step 11: Multi-person vitals ---
+ * Person slots are subordinate to the room presence gate. Processing or
+ * retaining slots while absent produced contradictory packets such as
+ * presence=false with n_persons=4. */
+ if (s_presence_detected) {
+ update_multi_person_vitals(slot->iq_data, n_subcarriers, sample_rate);
+ } else {
+ reset_person_count_state();
+ }
/* Yield after multi-person DSP so IDLE1 can feed Core 1 watchdog (#683). */
if (s_cfg.tier >= 2) vTaskDelay(1);
diff --git a/firmware/esp32-csi-node/main/edge_processing.h b/firmware/esp32-csi-node/main/edge_processing.h
index 826f080e3..249a78c7d 100644
--- a/firmware/esp32-csi-node/main/edge_processing.h
+++ b/firmware/esp32-csi-node/main/edge_processing.h
@@ -38,6 +38,20 @@
/* ---- Multi-person ---- */
#define EDGE_MAX_PERSONS 4 /**< Max simultaneous persons. */
+/**
+ * Enforce the wire-level occupancy invariant.
+ *
+ * A subcarrier slot estimate is supporting evidence only. It cannot assert an
+ * occupant when the independently debounced presence gate is false. Keeping
+ * this helper in the public firmware header lets host tests exercise the exact
+ * function used by the device build.
+ */
+static inline uint8_t edge_evidence_person_count(bool presence, uint8_t active_count)
+{
+ if (!presence) return 0;
+ return active_count > EDGE_MAX_PERSONS ? EDGE_MAX_PERSONS : active_count;
+}
+
/* ---- Multi-person counting gates (issue #998) ----
*
* Over-counting root cause: the multi-person path used to split the top-K
diff --git a/firmware/esp32-csi-node/main/ota_update.c b/firmware/esp32-csi-node/main/ota_update.c
index eed5c667f..bad144c26 100644
--- a/firmware/esp32-csi-node/main/ota_update.c
+++ b/firmware/esp32-csi-node/main/ota_update.c
@@ -23,9 +23,6 @@ static const char *TAG = "ota_update";
/** OTA HTTP server port. */
#define OTA_PORT 8032
-/** Maximum firmware size (900 KB — matches CI binary size gate). */
-#define OTA_MAX_SIZE (900 * 1024)
-
/** NVS namespace and key for the OTA pre-shared key. */
#define OTA_NVS_NAMESPACE "security"
#define OTA_NVS_KEY "ota_psk"
@@ -95,11 +92,11 @@ static esp_err_t ota_status_handler(httpd_req_t *req)
int len = snprintf(response, sizeof(response),
"{\"version\":\"%s\",\"date\":\"%s\",\"time\":\"%s\","
"\"running_partition\":\"%s\",\"next_partition\":\"%s\","
- "\"max_size\":%d}",
+ "\"max_size\":%lu}",
app->version, app->date, app->time,
running ? running->label : "unknown",
update ? update->label : "none",
- OTA_MAX_SIZE);
+ (unsigned long)(update ? update->size : 0));
httpd_resp_set_type(req, "application/json");
httpd_resp_send(req, response, len);
@@ -121,12 +118,6 @@ static esp_err_t ota_upload_handler(httpd_req_t *req)
ESP_LOGI(TAG, "OTA update started, content_length=%d", req->content_len);
- if (req->content_len <= 0 || req->content_len > OTA_MAX_SIZE) {
- httpd_resp_send_err(req, HTTPD_400_BAD_REQUEST,
- "Invalid firmware size (must be 1B - 900KB)");
- return ESP_FAIL;
- }
-
const esp_partition_t *update_partition = esp_ota_get_next_update_partition(NULL);
if (update_partition == NULL) {
httpd_resp_send_err(req, HTTPD_500_INTERNAL_SERVER_ERROR,
@@ -134,6 +125,15 @@ static esp_err_t ota_upload_handler(httpd_req_t *req)
return ESP_FAIL;
}
+ if (req->content_len <= 0 || (size_t)req->content_len > update_partition->size) {
+ ESP_LOGW(TAG, "OTA rejected: content_length=%d exceeds partition '%s' size=%lu",
+ req->content_len, update_partition->label,
+ (unsigned long)update_partition->size);
+ httpd_resp_send_err(req, HTTPD_400_BAD_REQUEST,
+ "Invalid firmware size for OTA partition");
+ return ESP_FAIL;
+ }
+
esp_ota_handle_t ota_handle;
esp_err_t err = esp_ota_begin(update_partition, OTA_WITH_SEQUENTIAL_WRITES, &ota_handle);
if (err != ESP_OK) {
diff --git a/firmware/esp32-csi-node/test/test_vitals_count_presence.c b/firmware/esp32-csi-node/test/test_vitals_count_presence.c
index 5c238e97e..db5f92feb 100644
--- a/firmware/esp32-csi-node/test/test_vitals_count_presence.c
+++ b/firmware/esp32-csi-node/test/test_vitals_count_presence.c
@@ -266,6 +266,19 @@ static void test_debounce_flapping_stays_stable(void)
CHECK_EQ_U8("flapping count stays at 1", out, 1);
}
+/* The packet count is evidence subordinated to presence, never an independent
+ * occupancy assertion. This guards the field failure where a node emitted
+ * presence=false with n_persons=3 or 4. */
+static void test_person_count_fails_closed_without_presence(void)
+{
+ CHECK_EQ_U8("absent with four active slots -> zero",
+ edge_evidence_person_count(false, 4), 0);
+ CHECK_EQ_U8("present preserves a bounded count",
+ edge_evidence_person_count(true, 3), 3);
+ CHECK_EQ_U8("present count clamps to protocol maximum",
+ edge_evidence_person_count(true, 255), EDGE_MAX_PERSONS);
+}
+
/* ──────────────────────────────────────────────────────────────────────
* #996 — presence_flag_update: dithering score must NOT flicker the flag
* ────────────────────────────────────────────────────────────────────── */
@@ -375,6 +388,7 @@ int main(void)
test_debounce_rejects_transient_spike();
test_debounce_accepts_sustained_change();
test_debounce_flapping_stays_stable();
+ test_person_count_fails_closed_without_presence();
/* #996 presence hysteresis */
test_presence_no_flicker_on_dither();
diff --git a/v2/crates/wifi-densepose-sensing-server/src/csi.rs b/v2/crates/wifi-densepose-sensing-server/src/csi.rs
index a4853c8b0..6d0cd9004 100644
--- a/v2/crates/wifi-densepose-sensing-server/src/csi.rs
+++ b/v2/crates/wifi-densepose-sensing-server/src/csi.rs
@@ -9,6 +9,17 @@ use crate::adaptive_classifier;
use crate::types::*;
use crate::vital_signs::VitalSigns;
+const EDGE_MAX_PERSONS: u8 = 4;
+
+/// Person count is supporting evidence, never an independent occupancy claim.
+/// Return zero and mark invalid for contradictory or out-of-range firmware.
+fn sanitize_edge_person_count(presence: bool, raw: u8) -> (u8, bool) {
+ if raw > EDGE_MAX_PERSONS || (!presence && raw != 0) {
+ return (0, false);
+ }
+ (raw, true)
+}
+
// ── ESP32 UDP frame parsers ─────────────────────────────────────────────────
/// Parse a 32-byte edge vitals packet (magic 0xC511_0002).
@@ -26,26 +37,63 @@ pub fn parse_esp32_vitals(buf: &[u8]) -> Option {
let breathing_raw = u16::from_le_bytes([buf[6], buf[7]]);
let heartrate_raw = u32::from_le_bytes([buf[8], buf[9], buf[10], buf[11]]);
let rssi = buf[12] as i8;
- let n_persons = buf[13];
+ let presence = (flags & 0x01) != 0;
+ let (n_persons, person_count_valid) = sanitize_edge_person_count(presence, buf[13]);
let motion_energy = f32::from_le_bytes([buf[16], buf[17], buf[18], buf[19]]);
let presence_score = f32::from_le_bytes([buf[20], buf[21], buf[22], buf[23]]);
let timestamp_ms = u32::from_le_bytes([buf[24], buf[25], buf[26], buf[27]]);
Some(Esp32VitalsPacket {
node_id,
- presence: (flags & 0x01) != 0,
+ presence,
fall_detected: (flags & 0x02) != 0,
motion: (flags & 0x04) != 0,
breathing_rate_bpm: breathing_raw as f64 / 100.0,
heartrate_bpm: heartrate_raw as f64 / 10000.0,
rssi,
n_persons,
+ person_count_valid,
motion_energy,
presence_score,
timestamp_ms,
})
}
+#[cfg(test)]
+mod edge_vitals_integrity_tests {
+ use super::*;
+
+ fn packet(presence: bool, n_persons: u8) -> Vec {
+ let mut buf = vec![0u8; 32];
+ buf[0..4].copy_from_slice(&0xC511_0002u32.to_le_bytes());
+ buf[4] = 4;
+ buf[5] = u8::from(presence);
+ buf[13] = n_persons;
+ buf
+ }
+
+ #[test]
+ fn contradictory_count_fails_closed() {
+ let parsed = parse_esp32_vitals(&packet(false, 4)).expect("valid packet");
+ assert_eq!(parsed.n_persons, 0);
+ assert!(!parsed.person_count_valid);
+ }
+
+ #[test]
+ fn bounded_present_count_is_preserved() {
+ let parsed = parse_esp32_vitals(&packet(true, 3)).expect("valid packet");
+ assert_eq!(parsed.n_persons, 3);
+ assert!(parsed.person_count_valid);
+ }
+
+ #[test]
+ fn out_of_range_count_fails_closed() {
+ let parsed = parse_esp32_vitals(&packet(true, 5)).expect("valid packet");
+ assert_eq!(parsed.n_persons, 0);
+ assert!(!parsed.person_count_valid);
+ }
+}
+
/// Parse a WASM output packet (magic 0xC511_0007 — reassigned per issue #928;
/// the original 0xC511_0004 collided with ADR-063 fused vitals).
pub fn parse_wasm_output(buf: &[u8]) -> Option {
diff --git a/v2/crates/wifi-densepose-sensing-server/src/main.rs b/v2/crates/wifi-densepose-sensing-server/src/main.rs
index fb1c9e098..3c6ca0428 100644
--- a/v2/crates/wifi-densepose-sensing-server/src/main.rs
+++ b/v2/crates/wifi-densepose-sensing-server/src/main.rs
@@ -1713,11 +1713,21 @@ struct Esp32VitalsPacket {
heartrate_bpm: f64,
rssi: i8,
n_persons: u8,
+ person_count_valid: bool,
motion_energy: f32,
presence_score: f32,
timestamp_ms: u32,
}
+const EDGE_MAX_PERSONS: u8 = 4;
+
+fn sanitize_edge_person_count(presence: bool, raw: u8) -> (u8, bool) {
+ if raw > EDGE_MAX_PERSONS || (!presence && raw != 0) {
+ return (0, false);
+ }
+ (raw, true)
+}
+
/// Parse a 32-byte edge vitals packet (magic 0xC511_0002).
fn parse_esp32_vitals(buf: &[u8]) -> Option {
if buf.len() < 32 {
@@ -1733,26 +1743,56 @@ fn parse_esp32_vitals(buf: &[u8]) -> Option {
let breathing_raw = u16::from_le_bytes([buf[6], buf[7]]);
let heartrate_raw = u32::from_le_bytes([buf[8], buf[9], buf[10], buf[11]]);
let rssi = buf[12] as i8;
- let n_persons = buf[13];
+ let presence = (flags & 0x01) != 0;
+ let (n_persons, person_count_valid) = sanitize_edge_person_count(presence, buf[13]);
let motion_energy = f32::from_le_bytes([buf[16], buf[17], buf[18], buf[19]]);
let presence_score = f32::from_le_bytes([buf[20], buf[21], buf[22], buf[23]]);
let timestamp_ms = u32::from_le_bytes([buf[24], buf[25], buf[26], buf[27]]);
Some(Esp32VitalsPacket {
node_id,
- presence: (flags & 0x01) != 0,
+ presence,
fall_detected: (flags & 0x02) != 0,
motion: (flags & 0x04) != 0,
breathing_rate_bpm: breathing_raw as f64 / 100.0,
heartrate_bpm: heartrate_raw as f64 / 10000.0,
rssi,
n_persons,
+ person_count_valid,
motion_energy,
presence_score,
timestamp_ms,
})
}
+#[cfg(test)]
+mod edge_vitals_integrity_tests {
+ use super::*;
+
+ fn packet(presence: bool, n_persons: u8) -> Vec {
+ let mut buf = vec![0u8; 32];
+ buf[0..4].copy_from_slice(&0xC511_0002u32.to_le_bytes());
+ buf[4] = 4;
+ buf[5] = u8::from(presence);
+ buf[13] = n_persons;
+ buf
+ }
+
+ #[test]
+ fn contradictory_count_fails_closed() {
+ let parsed = parse_esp32_vitals(&packet(false, 4)).expect("valid packet");
+ assert_eq!(parsed.n_persons, 0);
+ assert!(!parsed.person_count_valid);
+ }
+
+ #[test]
+ fn present_count_is_preserved() {
+ let parsed = parse_esp32_vitals(&packet(true, 3)).expect("valid packet");
+ assert_eq!(parsed.n_persons, 3);
+ assert!(parsed.person_count_valid);
+ }
+}
+
// ── ADR-040: WASM Output Packet (magic 0xC511_0007 — reassigned per #928) ─────
/// Single WASM event (type + value).
@@ -1829,6 +1869,7 @@ struct EdgeFusedVitalsPacket {
heartrate_bpm: f32,
rssi: i8,
n_persons: u8,
+ person_count_valid: bool,
/// `mmwave_type_t` enum value from firmware.
mmwave_type: u8,
/// 0-100 fusion quality score.
@@ -1863,7 +1904,8 @@ fn parse_edge_fused_vitals(buf: &[u8]) -> Option {
let breathing_raw = u16::from_le_bytes([buf[6], buf[7]]);
let heartrate_raw = u32::from_le_bytes([buf[8], buf[9], buf[10], buf[11]]);
let rssi = buf[12] as i8;
- let n_persons = buf[13];
+ let any_presence = (flags & 0x09) != 0;
+ let (n_persons, person_count_valid) = sanitize_edge_person_count(any_presence, buf[13]);
let mmwave_type = buf[14];
let fusion_confidence = buf[15];
let motion_energy = f32::from_le_bytes([buf[16], buf[17], buf[18], buf[19]]);
@@ -1883,6 +1925,7 @@ fn parse_edge_fused_vitals(buf: &[u8]) -> Option {
heartrate_bpm: heartrate_raw as f32 / 10000.0,
rssi,
n_persons,
+ person_count_valid,
mmwave_type,
fusion_confidence,
motion_energy,
@@ -1939,6 +1982,7 @@ mod issue_928_magic_collision_tests {
assert!((pkt.heartrate_bpm - 72.0).abs() < 1e-3, "heartrate scale 10000");
assert_eq!(pkt.rssi, -55);
assert_eq!(pkt.n_persons, 1);
+ assert!(pkt.person_count_valid);
assert_eq!(pkt.mmwave_type, 2);
assert_eq!(pkt.fusion_confidence, 85);
assert!((pkt.motion_energy - 0.42).abs() < 1e-6);
@@ -6194,6 +6238,9 @@ async fn nodes_endpoint(State(state): State) -> Json
Date: Mon, 31 Aug 2026 12:56:26 -0400
Subject: [PATCH 06/13] feat(firmware): stabilize rate-aware ESP32 sensing
---
...R-347-rate-aware-esp32-temporal-sensing.md | 83 ++++++++++++
docs/adr/README.md | 3 +-
.../2026-08-31-esp32-c6-rate-aware-sensing.md | 122 ++++++++++++++++++
.../esp32-csi-node/main/Kconfig.projbuild | 23 ++++
.../esp32-csi-node/main/adaptive_controller.c | 3 +-
firmware/esp32-csi-node/main/csi_collector.c | 60 ++++++++-
.../esp32-csi-node/main/edge_processing.c | 67 +++++++---
.../esp32-csi-node/main/edge_processing.h | 39 ++++++
.../esp32-csi-node/sdkconfig.defaults.esp32c6 | 4 +
.../test/test_vitals_count_presence.c | 35 +++++
firmware/esp32-csi-node/version.txt | 2 +-
11 files changed, 413 insertions(+), 28 deletions(-)
create mode 100644 docs/adr/ADR-347-rate-aware-esp32-temporal-sensing.md
create mode 100644 docs/validation/2026-08-31-esp32-c6-rate-aware-sensing.md
diff --git a/docs/adr/ADR-347-rate-aware-esp32-temporal-sensing.md b/docs/adr/ADR-347-rate-aware-esp32-temporal-sensing.md
new file mode 100644
index 000000000..374ed76d3
--- /dev/null
+++ b/docs/adr/ADR-347-rate-aware-esp32-temporal-sensing.md
@@ -0,0 +1,83 @@
+# ADR 347: Rate aware ESP32 temporal sensing
+
+## Status
+
+Accepted. Implemented in firmware 0.8.8. The timing and transport path is
+physically qualified on ESP32 C6; held out inference accuracy remains required.
+
+## Context
+
+The ESP32 firmware creates CSI opportunities by sending one byte ICMP probes to
+the connected access point. The traffic source is configured for 50 Hz, but the
+delivered CSI cadence varies with channel contention and callback safety gates.
+A physical ESP32 C6 produced 28 to 37 callbacks per second during the baseline
+capture. Firmware 0.8.5 then exposed that the old per-interval estimator saw
+only 12 to 16 Hz because WiFi replies arrived in short bursts separated by
+longer gaps. The filters still consumed those burst frames, so excluding them
+from the clock estimate was incorrect.
+
+The edge DSP estimates its sample rate from timestamps so that breathing,
+heartbeat, motion, and future Doppler features stay in physical Hertz. That
+estimator was capped at 30 Hz. Once the actual cadence exceeded the cap, every
+temporal feature was scaled against the wrong clock.
+
+Physical firmware 0.8.5 validation corrected that initial diagnosis. Although
+the callback path received 26 to 40 frames per second, Tier 2 on the unicore C6
+processed an irregular subset that converged toward the 8 Hz estimator floor.
+The right design is not to force the edge DSP to match raw capture. The paths
+need independent, explicit cadence contracts.
+
+The device free gesture preprint at
+`https://www.preprints.org/manuscript/202602.0018` reinforces the importance of
+timestamp correct Doppler features, but its 100 Hz controlled link is not a
+safe firmware default for RuView. Existing S3 and C6 evidence records WiFi ISR
+and packet buffer failures under sustained callback pressure above 50 Hz.
+
+## Decision
+
+1. Make the connected STA probe rate a build time setting from 10 through 50
+ Hz, with a default and hard ceiling of 50 Hz.
+
+2. Track the delivered DSP cadence by counting every processed frame interval
+ over one second timestamp windows, then smooth successive windows in an 8
+ through 60 Hz estimator range. The 60 Hz estimator ceiling accommodates
+ timestamp jitter; it does not authorize more than 50 Hz callback processing.
+
+3. Reject incomplete windows below one second and stalled windows above three
+ seconds. Do not discard valid burst frames from the estimated clock.
+
+4. Surface the DSP rate in the one second controller diagnostic so hardware
+ validation can compare callback yield with the clock used by temporal
+ filters.
+
+5. Keep raw CSI on the wire at the independent network cadence. Rate-limit the
+ C6 on-device Tier 1 and Tier 2 DSP input to a uniform 8 Hz. Physical 0.8.7
+ evidence showed that a requested 10 Hz input still converged to 8.0 through
+ 8.4 Hz under Tier 2 load, while raw delivery remained 30 through 40 pps.
+ Eight hertz retains a 4 Hz Nyquist limit for the 0.1 through 2.0 Hz vital
+ bands without creating a backlog. The S3 default remains 20 Hz.
+
+6. STFT, spectrogram gating, and learned temporal
+ classification remain host or iPhone responsibilities where memory,
+ rollback, and held out evaluation are stronger.
+
+## Consequences
+
+Heartbeat, respiration, and motion features receive a stable timestamped clock
+instead of an accidental subset determined by C6 backlog. Operators can lower
+the probe or DSP load for constrained networks without editing source. The host
+still receives the higher-rate raw stream for richer Doppler processing.
+
+This does not prove vital sign accuracy or gesture recognition. Higher temporal
+fidelity only improves the representation available to a separately validated
+model. The 50 Hz ceiling also means the paper's 100 Hz results are not directly
+transferable.
+
+## Acceptance test
+
+On a physical C6, run at least five minutes after flashing. Pass when the boot
+log reports the configured probe and DSP rates, the controller converges within
+one hertz of the configured DSP cadence, raw callback yield remains at least 20
+pps, no steady-state ENOMEM, watchdog, panic, or reboot occurs, and the fail
+closed occupancy invariant remains zero contradictions for at least 30 absent
+packets.
diff --git a/docs/adr/README.md b/docs/adr/README.md
index 0ac712810..95a200e4f 100644
--- a/docs/adr/README.md
+++ b/docs/adr/README.md
@@ -106,7 +106,8 @@ Statuses: **Proposed** (under discussion), **Accepted** (approved and/or impleme
| [ADR-036](ADR-036-rvf-training-pipeline-ui.md) | Training Pipeline UI Integration | Proposed |
| [ADR-043](ADR-043-sensing-server-ui-api-completion.md) | Sensing Server UI API Completion (14 endpoints) | Accepted |
| [ADR-344](ADR-344-adaptive-local-installation-discovery.md) | Adaptive Local Installation Discovery | Accepted (local software path) |
-| [ADR-346](ADR-346-fail-closed-edge-occupancy-evidence.md) | Fail closed ESP32 occupancy evidence | Accepted (implemented, physical qualification pending) |
+| [ADR-346](ADR-346-fail-closed-edge-occupancy-evidence.md) | Fail closed ESP32 occupancy evidence | Accepted (C6 occupancy integrity qualified) |
+| [ADR-347](ADR-347-rate-aware-esp32-temporal-sensing.md) | Rate aware ESP32 temporal sensing | Accepted (C6 timing and transport qualified) |
| [ADR-115](ADR-115-home-assistant-integration.md) | Home Assistant integration via MQTT auto-discovery + Matter bridge (HA-DISCO + HA-FABRIC + HA-MIND) | Accepted (MQTT track) / Proposed (Matter SDK P8b) |
| [ADR-169](ADR-169-adam-mode-light-theme.md) | adam-mode — light theme toggle for the three.js realtime demo | Proposed |
| [ADR-170](ADR-170-yoga-mode-pose-system.md) | yoga-mode — yoga pose detection, classification, and scoring for the three.js realtime demo | Proposed |
diff --git a/docs/validation/2026-08-31-esp32-c6-rate-aware-sensing.md b/docs/validation/2026-08-31-esp32-c6-rate-aware-sensing.md
new file mode 100644
index 000000000..ccc49b5f7
--- /dev/null
+++ b/docs/validation/2026-08-31-esp32-c6-rate-aware-sensing.md
@@ -0,0 +1,122 @@
+# ESP32 C6 rate aware sensing qualification
+
+## Scope
+
+This record qualifies ADR 347 on one physically attached ESP32 C6 and verifies
+that the same source compiles for ESP32 S3. It measures transport cadence, edge
+DSP cadence, process stability, and end to end sensing delivery. It does not
+qualify heartbeat, respiration, gesture, pose, identity, or person count
+accuracy against labelled ground truth.
+
+## Hardware and firmware
+
+| Field | Measured value |
+|---|---|
+| Board | ESP32 C6 QFN40 revision 0.2 |
+| Logical node | 4 |
+| Firmware before | 0.8.4 |
+| Firmware after | 0.8.8 development build |
+| C6 app image | 1,051,552 bytes |
+| C6 app SHA 256 | `f2ea422c9b99ec13c7a168afc2b019229642769ffabfd8f29a85978770236e87` |
+| OTA slot size | 1,900,544 bytes |
+| OTA headroom | 848,992 bytes, 45 percent |
+| S3 compile image | 1,127,104 bytes |
+| S3 compile SHA 256 | `63e4f0c484d79e7dd37eb28275951c8beb924e6908942f7fec0b90d92109129c` |
+
+Only the application partition at offset `0x20000` was flashed. WiFi
+credentials, node identity, sensing server target, bootloader, partition table,
+OTA metadata, and NVS were preserved. The pre update OTA application was read
+to a private recovery file outside the repository. Its SHA 256 is
+`a2e503f1622b2f3f9c1cfce0a07ba34b9fc5d6a413b6346311622af1fe18a6d8`.
+
+The OTA status endpoint reported firmware 0.8.8 running from `ota_0` after the
+update. The sensing server health endpoint remained ready with ESP32 input.
+
+## Software gates
+
+| Gate | Result |
+|---|---|
+| Rate estimator and occupancy host tests | PASS, 30 assertions |
+| ADR 110 encoding host tests | PASS, 21 assertions |
+| mmWave frame predicate host tests | PASS, 8 assertions |
+| ESP32 C6 IDF 5.4 ARM64 build | PASS |
+| ESP32 S3 IDF 5.4 ARM64 build | PASS, compile only |
+| Image checksum and validation hash | PASS |
+| Repository diff whitespace check | PASS |
+| Local libFuzzer aggregate | NOT RUN, local Xcode toolchain lacks `libclang_rt.fuzzer_osx.a` |
+
+The S3 result is source and toolchain validation only. No S3 was attached and
+no S3 runtime claim is made.
+
+## Measured rate correction
+
+The pre update 20 second C6 baseline delivered a mean 34.05 raw callbacks per
+second, median 34.5, and range 28 through 37. An intermediate 0.8.7 physical
+run requested 10 Hz edge DSP but converged to 8.0 through 8.4 Hz while raw CSI
+remained 30 through 40 packets per second. This proved that C6 Tier 2 compute,
+not the raw transport, was the limiting path.
+
+Firmware 0.8.8 therefore keeps the 50 Hz probe and independent raw network
+path, but sets the C6 Tier 2 DSP clock to its measured sustainable 8 Hz. The
+phase preserving sampler prevents callback jitter from shifting the configured
+clock, and the filter estimator follows processed timestamps rather than raw
+probe intent.
+
+## Five minute physical result
+
+MEASURED on 2026 08 31 after flashing firmware 0.8.8:
+
+| Device observation | Result |
+|---|---:|
+| Duration | 300.64 seconds |
+| Controller ticks | 300 |
+| Raw callback mean | 34.92 pps |
+| Raw callback range | 22 through 41 pps |
+| Edge DSP mean | 8.00 Hz |
+| Edge DSP range | 8.00 through 8.00 Hz |
+| ENOMEM events | 0 |
+| UDP send failures | 0 |
+| Other steady state errors | 0 |
+| Watchdogs, panics, or reboots | 0 |
+
+| End to end WebSocket observation | Result |
+|---|---:|
+| Duration | 300.01 seconds |
+| Sensing frames | 26,786 |
+| JSON parse errors | 0 |
+| Reconnects | 0 |
+| Frames containing node 4 | 26,148 |
+| Node 4 frame coverage | 97.62 percent |
+| Node 4 stale frames | 0 |
+| Maximum node 4 inference age | 176 ms |
+| Maximum WebSocket frame gap | 110 ms |
+| Nodes per frame | 0 through 4 |
+| Fused `presence=false` with nonzero count contradictions | 0 |
+
+The boot log emitted one expected iTWT negotiation error because the access
+point rejected the requested target wake time parameters. Firmware immediately
+selected its documented opportunistic CSI fallback. No iTWT or other error
+recurred during the five minute steady state window.
+
+## Result and limitation
+
+ADR 347 timing and transport acceptance passes on the attached C6. Raw
+throughput did not regress relative to the short baseline, the edge clock now
+matches the rate the temporal filters actually receive, and node 4 was never
+stale when present in the live sensing service. The separate occupancy
+qualification recorded 61 absent node 4 packets with zero contradictions for
+the unchanged fail closed invariant. This run did not repeat an empty room
+sequence because the room was occupied during qualification.
+
+The largest remaining uncertainty is inference accuracy. Stable timing removes
+one source of feature distortion but cannot prove better heartbeat, respiration,
+gesture, or multi person classification without synchronized held out labels.
+
+## Acceptance test
+
+Repeat this five minute procedure after any timing, WiFi, filter, or task
+scheduling change. Pass only when raw callback yield remains at least 20 pps,
+DSP cadence remains within one hertz of the configured target, the device has
+zero steady state ENOMEM, send failure, watchdog, panic, and reboot events, the
+server has zero parse failures and reconnects, node 4 stays fresh, and fused
+presence count contradictions remain zero.
diff --git a/firmware/esp32-csi-node/main/Kconfig.projbuild b/firmware/esp32-csi-node/main/Kconfig.projbuild
index ee1dff164..6f4f5bfd8 100644
--- a/firmware/esp32-csi-node/main/Kconfig.projbuild
+++ b/firmware/esp32-csi-node/main/Kconfig.projbuild
@@ -39,6 +39,17 @@ menu "CSI Node Configuration"
help
WiFi channel to listen on for CSI data.
+ config CSI_SELF_PING_HZ
+ int "Connected-STA CSI probe rate (Hz)"
+ default 50
+ range 10 50
+ help
+ Rate of the one-byte ICMP probes used to create a stable OFDM
+ CSI source on quiet networks. Fifty hertz is the measured safety
+ ceiling for the current ESP-IDF WiFi callback path. Higher rates
+ are intentionally rejected because sustained callback load above
+ 50 Hz has caused WiFi ISR and packet-buffer failures on S3 and C6.
+
endmenu
menu "Edge Intelligence (ADR-039)"
@@ -66,6 +77,18 @@ menu "Edge Intelligence (ADR-039)"
help
Number of highest-variance subcarriers to use for DSP.
+ config EDGE_DSP_SAMPLE_HZ
+ int "On-device edge DSP sample rate (Hz)"
+ default 8 if IDF_TARGET_ESP32C6
+ default 20
+ range 8 50
+ help
+ Uniform rate at which CSI callbacks enter the Tier 1 and Tier 2
+ edge DSP. Raw CSI transmission keeps its independent full-rate
+ path. Eight hertz is the hardware-measured sustainable C6 Tier 2
+ setting and preserves a 4 Hz Nyquist limit for the 0.1-2.0 Hz
+ vital bands.
+
config EDGE_FALL_THRESH
int "Fall detection threshold (x1000)"
default 15000
diff --git a/firmware/esp32-csi-node/main/adaptive_controller.c b/firmware/esp32-csi-node/main/adaptive_controller.c
index 99272ee90..fe4bf9d5b 100644
--- a/firmware/esp32-csi-node/main/adaptive_controller.c
+++ b/firmware/esp32-csi-node/main/adaptive_controller.c
@@ -248,9 +248,10 @@ static void medium_loop_cb(TimerHandle_t t)
portEXIT_CRITICAL(&s_obs_lock);
if (s_obs_valid) {
- ESP_LOGI(TAG, "medium tick: state=%u yield=%upps motion=%.2f presence=%.2f rssi=%d",
+ ESP_LOGI(TAG, "medium tick: state=%u yield=%upps dsp=%.1fHz motion=%.2f presence=%.2f rssi=%d",
(unsigned)s_state,
(unsigned)obs.pkt_yield_per_sec,
+ (double)edge_get_sample_rate_hz(),
(double)obs.motion_score,
(double)obs.presence_score,
(int)obs.rssi_median_dbm);
diff --git a/firmware/esp32-csi-node/main/csi_collector.c b/firmware/esp32-csi-node/main/csi_collector.c
index 9387a6a02..6a15443fa 100644
--- a/firmware/esp32-csi-node/main/csi_collector.c
+++ b/firmware/esp32-csi-node/main/csi_collector.c
@@ -63,6 +63,32 @@ static uint32_t s_send_ok = 0;
static uint32_t s_send_fail = 0;
static uint32_t s_rate_skip = 0;
+#ifndef CONFIG_CSI_SELF_PING_HZ
+#define CONFIG_CSI_SELF_PING_HZ 50
+#endif
+
+#if CONFIG_CSI_SELF_PING_HZ < 10 || CONFIG_CSI_SELF_PING_HZ > 50
+#error "CONFIG_CSI_SELF_PING_HZ must stay within the hardware-qualified 10-50 Hz range"
+#endif
+
+#define CSI_SELF_PING_INTERVAL_MS (1000U / CONFIG_CSI_SELF_PING_HZ)
+
+#ifndef CONFIG_EDGE_DSP_SAMPLE_HZ
+#if CONFIG_IDF_TARGET_ESP32C6
+#define CONFIG_EDGE_DSP_SAMPLE_HZ 8
+#else
+#define CONFIG_EDGE_DSP_SAMPLE_HZ 20
+#endif
+#endif
+
+#if CONFIG_EDGE_DSP_SAMPLE_HZ < 8 || CONFIG_EDGE_DSP_SAMPLE_HZ > 50
+#error "CONFIG_EDGE_DSP_SAMPLE_HZ must stay within the supported 8-50 Hz range"
+#endif
+
+#define EDGE_DSP_MIN_INTERVAL_US (1000000U / CONFIG_EDGE_DSP_SAMPLE_HZ)
+static int64_t s_next_edge_enqueue_us = 0;
+static uint32_t s_edge_rate_skip = 0;
+
/**
* Minimum interval between UDP sends in microseconds.
* CSI callbacks can fire hundreds of times per second in promiscuous mode.
@@ -300,10 +326,31 @@ static void wifi_csi_callback(void *ctx, wifi_csi_info_t *info)
}
}
- /* ADR-039: Enqueue raw I/Q into edge processing ring buffer. */
+ /* ADR-039 / ADR-347: Raw CSI stays at the independent network cadence,
+ * while the on-device Tier 1/2 pipeline receives a uniform, sustainable
+ * stream. Enqueuing every burst frame overloaded the unicore C6 DSP and
+ * turned 30-40 callback pps into an irregular approximately 8 Hz subset. */
if (info->buf && info->len > 0) {
- edge_enqueue_csi((const uint8_t *)info->buf, (uint16_t)info->len,
- (int8_t)info->rx_ctrl.rssi, info->rx_ctrl.channel);
+ if (s_next_edge_enqueue_us == 0) {
+ s_next_edge_enqueue_us = now_us;
+ }
+
+ if (now_us >= s_next_edge_enqueue_us) {
+ (void)edge_enqueue_csi((const uint8_t *)info->buf, (uint16_t)info->len,
+ (int8_t)info->rx_ctrl.rssi, info->rx_ctrl.channel);
+
+ /* Preserve the configured sample clock instead of resetting it to
+ * each irregular callback. With roughly 35 raw callbacks per
+ * second, a last-seen 100 ms gate selected every fourth callback
+ * and drifted to roughly 8 Hz. Advancing the deadline by complete
+ * periods alternates the available callbacks around the configured
+ * phase and prevents both drift and catch-up bursts. */
+ int64_t periods = ((now_us - s_next_edge_enqueue_us) /
+ EDGE_DSP_MIN_INTERVAL_US) + 1;
+ s_next_edge_enqueue_us += periods * EDGE_DSP_MIN_INTERVAL_US;
+ } else {
+ s_edge_rate_skip++;
+ }
}
/* ADR-110 §A0.11/§A0.12 — Emit a sync-packet every N CSI frames so the
@@ -411,7 +458,7 @@ static void csi_start_self_ping(void)
esp_ping_config_t cfg = ESP_PING_DEFAULT_CONFIG();
cfg.target_addr = target;
cfg.count = ESP_PING_COUNT_INFINITE;
- cfg.interval_ms = 20; /* 50 Hz -> ~50 received OFDM replies/sec */
+ cfg.interval_ms = CSI_SELF_PING_INTERVAL_MS;
cfg.data_size = 1;
cfg.task_stack_size = 4096;
@@ -424,7 +471,8 @@ static void csi_start_self_ping(void)
if (esp_ping_new_session(&cfg, &cbs, &s_self_ping) == ESP_OK && s_self_ping != NULL) {
esp_ping_start(s_self_ping);
- ESP_LOGI(TAG, "self-ping started -> %s @50Hz (CSI OFDM source, fix #521/#954)", gw_str);
+ ESP_LOGI(TAG, "self-ping started -> %s @%dHz (CSI OFDM source, fix #521/#954)",
+ gw_str, CONFIG_CSI_SELF_PING_HZ);
} else {
ESP_LOGW(TAG, "self-ping: esp_ping_new_session failed");
s_self_ping = NULL;
@@ -592,6 +640,8 @@ void csi_collector_init(void)
ESP_LOGI(TAG, "CSI collection initialized (node_id=%u, channel=%u)",
(unsigned)s_node_id, (unsigned)csi_channel);
+ ESP_LOGI(TAG, "edge DSP cadence=%dHz; raw CSI network cadence remains independent",
+ CONFIG_EDGE_DSP_SAMPLE_HZ);
/* RuView#521/#954: start the connected-STA traffic source so the CSI engine
* receives a guaranteed OFDM unicast floor even when promiscuous capture is
diff --git a/firmware/esp32-csi-node/main/edge_processing.c b/firmware/esp32-csi-node/main/edge_processing.c
index 580b32c8f..da67c147b 100644
--- a/firmware/esp32-csi-node/main/edge_processing.c
+++ b/firmware/esp32-csi-node/main/edge_processing.c
@@ -38,6 +38,16 @@ extern nvs_config_t g_nvs_config;
static const char *TAG = "edge_proc";
+#ifndef CONFIG_EDGE_DSP_SAMPLE_HZ
+#if CONFIG_IDF_TARGET_ESP32C6
+#define CONFIG_EDGE_DSP_SAMPLE_HZ 8
+#else
+#define CONFIG_EDGE_DSP_SAMPLE_HZ 20
+#endif
+#endif
+
+#define EDGE_CONFIGURED_SAMPLE_RATE_HZ ((float)CONFIG_EDGE_DSP_SAMPLE_HZ)
+
/* ======================================================================
* SPSC Ring Buffer (lock-free, single-producer single-consumer)
* ====================================================================== */
@@ -355,11 +365,12 @@ static float s_heartrate_filtered[EDGE_PHASE_HISTORY_LEN];
/** Measured CSI sample rate (Hz), smoothed from frame timestamps.
* #985's self-ping raised the callback rate above the old ~10 Hz beacon
- * assumption and made it variable (~13-19 Hz); a fixed rate scaled BPM wrong
- * and made HR swing with CSI yield. See update in process_csi_frame(). */
-static float s_sample_rate_hz = 15.0f;
-static float s_filter_design_fs = 20.0f; /* fs the biquads were last designed at */
-static uint32_t s_last_frame_ts_us = 0;
+ * assumption and made it variable. A fixed rate scales BPM and Doppler bins
+ * incorrectly. Start from the filter design rate, then follow measured time. */
+static float s_sample_rate_hz = EDGE_CONFIGURED_SAMPLE_RATE_HZ;
+static float s_filter_design_fs = EDGE_CONFIGURED_SAMPLE_RATE_HZ; /* fs the biquads were last designed at */
+static uint32_t s_rate_window_start_us = 0;
+static uint32_t s_rate_window_intervals = 0;
/** Latest vitals state. */
static float s_breathing_bpm;
@@ -1056,20 +1067,27 @@ static void process_frame(const edge_ring_slot_t *slot)
s_frame_count++;
s_latest_rssi = slot->rssi;
- /* Measure the REAL CSI sample rate from inter-frame timestamps. #985's
- * self-ping made the callback rate variable (~13-19 Hz); the old fixed
- * 10 Hz both scaled BPM wrong (true ~87 BPM read as ~45) and made HR swing
- * as CSI yield fluctuated. EMA-smooth and clamp to a plausible band. */
- if (s_last_frame_ts_us != 0 && slot->timestamp_us > s_last_frame_ts_us) {
- float dt = (float)(slot->timestamp_us - s_last_frame_ts_us) * 1e-6f;
- if (dt > 0.02f && dt < 0.5f) { /* 2-50 Hz plausible; reject gaps/hops */
- float inst = 1.0f / dt;
- s_sample_rate_hz += 0.05f * (inst - s_sample_rate_hz);
- if (s_sample_rate_hz < 8.0f) s_sample_rate_hz = 8.0f;
- if (s_sample_rate_hz > 30.0f) s_sample_rate_hz = 30.0f;
+ /* Measure the real CSI sample rate over one-second timestamp windows. WiFi
+ * replies arrive in bursts, so filtering individual short intervals made
+ * a 35 pps stream look like 12-16 Hz. Counting all processed intervals in
+ * the window preserves the clock actually seen by the temporal filters. */
+ if (s_rate_window_start_us == 0) {
+ s_rate_window_start_us = slot->timestamp_us;
+ s_rate_window_intervals = 0;
+ } else if (slot->timestamp_us > s_rate_window_start_us) {
+ s_rate_window_intervals++;
+ uint32_t elapsed_us = slot->timestamp_us - s_rate_window_start_us;
+ if (elapsed_us >= EDGE_SAMPLE_RATE_WINDOW_MIN_US) {
+ s_sample_rate_hz = edge_sample_rate_window_update(
+ s_sample_rate_hz, s_rate_window_intervals, elapsed_us);
+ s_rate_window_start_us = slot->timestamp_us;
+ s_rate_window_intervals = 0;
}
+ } else {
+ /* Timer wrap or reset. Start a fresh evidence window. */
+ s_rate_window_start_us = slot->timestamp_us;
+ s_rate_window_intervals = 0;
}
- s_last_frame_ts_us = slot->timestamp_us;
/* Re-tune the biquads if the measured rate has drifted from their design fs,
* so the breathing (0.1-0.5 Hz) and HR (0.8-2.0 Hz) passbands stay in real
@@ -1339,6 +1357,11 @@ bool edge_get_vitals(edge_vitals_pkt_t *pkt)
return true;
}
+float edge_get_sample_rate_hz(void)
+{
+ return s_sample_rate_hz;
+}
+
void edge_get_multi_person(edge_person_vitals_t *persons, uint8_t *n_active)
{
uint8_t active = 0;
@@ -1398,6 +1421,10 @@ esp_err_t edge_processing_init(const edge_config_t *cfg)
s_fall_detected = false;
s_latest_rssi = 0;
s_frame_count = 0;
+ s_sample_rate_hz = EDGE_CONFIGURED_SAMPLE_RATE_HZ;
+ s_filter_design_fs = EDGE_CONFIGURED_SAMPLE_RATE_HZ;
+ s_rate_window_start_us = 0;
+ s_rate_window_intervals = 0;
s_prev_phase_velocity = 0.0f;
s_fall_consec_count = 0;
s_fall_last_alert_us = 0;
@@ -1422,9 +1449,9 @@ esp_err_t edge_processing_init(const edge_config_t *cfg)
s_person_count_streak = 0;
s_person_count_stable = 0;
- /* Design biquad bandpass filters.
- * Sampling rate ~20 Hz (typical ESP32 CSI callback rate). */
- const float fs = 20.0f;
+ /* Design biquad bandpass filters against the configured DSP clock. The
+ * measured timestamp estimator then follows sustained hardware drift. */
+ const float fs = EDGE_CONFIGURED_SAMPLE_RATE_HZ;
biquad_bandpass_design(&s_bq_breathing, fs, 0.1f, 0.5f);
biquad_bandpass_design(&s_bq_heartrate, fs, 0.8f, 2.0f);
diff --git a/firmware/esp32-csi-node/main/edge_processing.h b/firmware/esp32-csi-node/main/edge_processing.h
index 249a78c7d..cb53ad66c 100644
--- a/firmware/esp32-csi-node/main/edge_processing.h
+++ b/firmware/esp32-csi-node/main/edge_processing.h
@@ -35,6 +35,39 @@
#define EDGE_TOP_K 8 /**< Top-K subcarriers to track. */
#define EDGE_MAX_SUBCARRIERS 128 /**< Max subcarriers per frame. */
+/* ---- Measured sample-rate tracking ----
+ *
+ * The connected-STA probe produces up to 50 CSI opportunities per second,
+ * while contention and callback gating make the delivered cadence variable.
+ * Temporal filters must follow measured time rather than a fixed frame-rate
+ * assumption. The 60 Hz estimator ceiling leaves jitter headroom above the
+ * qualified 50 Hz callback limit. A one-second frame-count window represents
+ * bursty but valid WiFi arrivals more accurately than averaging only selected
+ * inter-frame intervals. */
+#define EDGE_SAMPLE_RATE_MIN_HZ 8.0f
+#define EDGE_SAMPLE_RATE_MAX_HZ 60.0f
+#define EDGE_SAMPLE_RATE_EMA_ALPHA 0.25f
+#define EDGE_SAMPLE_RATE_WINDOW_MIN_US 1000000U
+#define EDGE_SAMPLE_RATE_WINDOW_MAX_US 3000000U
+
+static inline float edge_sample_rate_window_update(float current_hz,
+ uint32_t frame_intervals,
+ uint32_t elapsed_us)
+{
+ if (frame_intervals == 0 || elapsed_us < EDGE_SAMPLE_RATE_WINDOW_MIN_US ||
+ elapsed_us > EDGE_SAMPLE_RATE_WINDOW_MAX_US) {
+ return current_hz;
+ }
+
+ float instant_hz = (float)frame_intervals * 1000000.0f / (float)elapsed_us;
+ if (instant_hz < EDGE_SAMPLE_RATE_MIN_HZ) instant_hz = EDGE_SAMPLE_RATE_MIN_HZ;
+ if (instant_hz > EDGE_SAMPLE_RATE_MAX_HZ) instant_hz = EDGE_SAMPLE_RATE_MAX_HZ;
+ float next_hz = current_hz + EDGE_SAMPLE_RATE_EMA_ALPHA * (instant_hz - current_hz);
+ if (next_hz < EDGE_SAMPLE_RATE_MIN_HZ) return EDGE_SAMPLE_RATE_MIN_HZ;
+ if (next_hz > EDGE_SAMPLE_RATE_MAX_HZ) return EDGE_SAMPLE_RATE_MAX_HZ;
+ return next_hz;
+}
+
/* ---- Multi-person ---- */
#define EDGE_MAX_PERSONS 4 /**< Max simultaneous persons. */
@@ -252,6 +285,12 @@ bool edge_enqueue_csi(const uint8_t *iq_data, uint16_t iq_len,
*/
bool edge_get_vitals(edge_vitals_pkt_t *pkt);
+/**
+ * Return the timestamp-derived CSI cadence used to design temporal filters.
+ * This is diagnostic evidence, not the raw callback or network delivery rate.
+ */
+float edge_get_sample_rate_hz(void);
+
/**
* Get multi-person vitals array.
*
diff --git a/firmware/esp32-csi-node/sdkconfig.defaults.esp32c6 b/firmware/esp32-csi-node/sdkconfig.defaults.esp32c6
index b6bda708e..e67ee9ade 100644
--- a/firmware/esp32-csi-node/sdkconfig.defaults.esp32c6
+++ b/firmware/esp32-csi-node/sdkconfig.defaults.esp32c6
@@ -58,6 +58,10 @@ CONFIG_ULP_COPROC_RESERVE_MEM=8192
# CONFIG_DISPLAY_ENABLE is not set
# CONFIG_WASM_ENABLE is not set
+# Physical Tier 2 qualification on ESP32-C6 rev 0.2 converges at 8 Hz while
+# leaving the raw network CSI stream independent at roughly 30-40 pps.
+CONFIG_EDGE_DSP_SAMPLE_HZ=8
+
# ── Compiler ──
CONFIG_COMPILER_OPTIMIZATION_SIZE=y
diff --git a/firmware/esp32-csi-node/test/test_vitals_count_presence.c b/firmware/esp32-csi-node/test/test_vitals_count_presence.c
index db5f92feb..69556302f 100644
--- a/firmware/esp32-csi-node/test/test_vitals_count_presence.c
+++ b/firmware/esp32-csi-node/test/test_vitals_count_presence.c
@@ -370,6 +370,36 @@ static void test_presence_dead_band_holds_state(void)
CHECK_TRUE("dead band does not clear from true", flag);
}
+/* The physical C6 delivered 28-37 CSI frames/s while the former estimator was
+ * capped at 30 Hz. A 34 Hz stream must converge above that old ceiling. */
+static void test_sample_rate_tracks_above_thirty_hz(void)
+{
+ float rate = 20.0f;
+ for (int i = 0; i < 12; i++) {
+ rate = edge_sample_rate_window_update(rate, 34U, 1000000U);
+ }
+ CHECK_TRUE("sample rate follows measured 34 Hz cadence", rate > 33.0f && rate < 35.0f);
+}
+
+static void test_sample_rate_requires_complete_window(void)
+{
+ float rate = 34.0f;
+ CHECK_TRUE("short window rejected",
+ edge_sample_rate_window_update(rate, 10U, 200000U) == rate);
+ CHECK_TRUE("stalled window rejected",
+ edge_sample_rate_window_update(rate, 10U, 4000000U) == rate);
+}
+
+static void test_sample_rate_is_bounded(void)
+{
+ float rate = EDGE_SAMPLE_RATE_MAX_HZ;
+ CHECK_TRUE("sample rate upper bound holds",
+ edge_sample_rate_window_update(rate, 1000U, 1000000U) <= EDGE_SAMPLE_RATE_MAX_HZ);
+ rate = EDGE_SAMPLE_RATE_MIN_HZ;
+ CHECK_TRUE("sample rate lower bound holds",
+ edge_sample_rate_window_update(rate, 1U, 1000000U) >= EDGE_SAMPLE_RATE_MIN_HZ);
+}
+
/* ──────────────────────────────────────────────────────────────────────
* main
* ────────────────────────────────────────────────────────────────────── */
@@ -396,6 +426,11 @@ int main(void)
test_presence_genuine_departure_clears();
test_presence_dead_band_holds_state();
+ /* Timestamp-derived temporal calibration */
+ test_sample_rate_tracks_above_thirty_hz();
+ test_sample_rate_requires_complete_window();
+ test_sample_rate_is_bounded();
+
printf("\n%d passed, %d failed\n", g_passed, g_failed);
return g_failed == 0 ? 0 : 1;
}
diff --git a/firmware/esp32-csi-node/version.txt b/firmware/esp32-csi-node/version.txt
index b60d71966..6201b5f77 100644
--- a/firmware/esp32-csi-node/version.txt
+++ b/firmware/esp32-csi-node/version.txt
@@ -1 +1 @@
-0.8.4
+0.8.8
From 615e2d419b1706cb073a53c3b4abc80d1583b87f Mon Sep 17 00:00:00 2001
From: ruv
Date: Mon, 31 Aug 2026 13:31:19 -0400
Subject: [PATCH 07/13] docs(firmware): qualify ESP32 S3 transport
---
...R-347-rate-aware-esp32-temporal-sensing.md | 4 +-
.../2026-08-31-esp32-c6-rate-aware-sensing.md | 6 +-
...026-08-31-esp32-s3-rate-aware-transport.md | 126 ++++++++++++++++++
3 files changed, 133 insertions(+), 3 deletions(-)
create mode 100644 docs/validation/2026-08-31-esp32-s3-rate-aware-transport.md
diff --git a/docs/adr/ADR-347-rate-aware-esp32-temporal-sensing.md b/docs/adr/ADR-347-rate-aware-esp32-temporal-sensing.md
index 374ed76d3..289011174 100644
--- a/docs/adr/ADR-347-rate-aware-esp32-temporal-sensing.md
+++ b/docs/adr/ADR-347-rate-aware-esp32-temporal-sensing.md
@@ -3,7 +3,9 @@
## Status
Accepted. Implemented in firmware 0.8.8. The timing and transport path is
-physically qualified on ESP32 C6; held out inference accuracy remains required.
+physically qualified on ESP32 C6. The independent raw transport path is also
+physically qualified on an ESP32 S3 running Tier 0. Held out inference accuracy
+remains required.
## Context
diff --git a/docs/validation/2026-08-31-esp32-c6-rate-aware-sensing.md b/docs/validation/2026-08-31-esp32-c6-rate-aware-sensing.md
index ccc49b5f7..ac394d694 100644
--- a/docs/validation/2026-08-31-esp32-c6-rate-aware-sensing.md
+++ b/docs/validation/2026-08-31-esp32-c6-rate-aware-sensing.md
@@ -45,8 +45,10 @@ update. The sensing server health endpoint remained ready with ESP32 input.
| Repository diff whitespace check | PASS |
| Local libFuzzer aggregate | NOT RUN, local Xcode toolchain lacks `libclang_rt.fuzzer_osx.a` |
-The S3 result is source and toolchain validation only. No S3 was attached and
-no S3 runtime claim is made.
+For this C6 record, the S3 result was source and toolchain validation only and
+no S3 runtime claim is made here. The later physical S3 Tier 0 transport run is
+recorded separately in
+`docs/validation/2026-08-31-esp32-s3-rate-aware-transport.md`.
## Measured rate correction
diff --git a/docs/validation/2026-08-31-esp32-s3-rate-aware-transport.md b/docs/validation/2026-08-31-esp32-s3-rate-aware-transport.md
new file mode 100644
index 000000000..4899f1dbc
--- /dev/null
+++ b/docs/validation/2026-08-31-esp32-s3-rate-aware-transport.md
@@ -0,0 +1,126 @@
+# ESP32 S3 rate aware transport qualification
+
+## Scope
+
+This record qualifies the firmware 0.8.8 raw transport path on one physically
+attached ESP32 S3. The node retained its existing Tier 0 configuration, so this
+run does not qualify the S3 edge DSP rate, temporal filters, heartbeat,
+respiration, gesture, pose, identity, person count, or localization accuracy.
+
+## Hardware and firmware
+
+| Field | Measured value |
+|---|---|
+| Board | ESP32 S3 QFN56 revision 0.2 with 2 MB embedded PSRAM |
+| Logical node | 1 |
+| Firmware before | 0.8.4 |
+| Firmware after | 0.8.8 development build |
+| Edge tier | 0, raw passthrough |
+| App image | 1,127,104 bytes |
+| App SHA 256 | `b531c76900c07d0d6f6e864a5f28afff3e71f124777af97358bb405b34e339a2` |
+| OTA slot size | 2,097,152 bytes |
+| OTA headroom | 970,048 bytes, 46 percent |
+
+The production partition table was read from the device before the update.
+Only the application partition at offset `0x20000` was flashed. WiFi
+credentials, logical node identity, channel, sensing server target, bootloader,
+partition table, OTA metadata, and NVS were preserved. A private recovery copy
+of the prior 2 MB application partition was saved outside the repository. Its
+SHA 256 is
+`14e72c060c4f1a465f739949b873f6aade5b8899a8909f6c5bb591ee49837c1b`.
+
+The post update boot log reported firmware 0.8.8, logical node 1, channel 4,
+the preserved UDP target, Tier 0 raw passthrough, and successful CSI streaming.
+The OTA status endpoint reported firmware 0.8.8 running from `ota_0` with the
+correct 2,097,152 byte update limit. The sensing server health endpoint remained
+ready with ESP32 input.
+
+## Software and image gates
+
+| Gate | Result |
+|---|---|
+| Firmware encoding, vitals, occupancy, and mmWave host tests | PASS, 59 assertions |
+| Firmware provisioning Python tests | PASS, 14 tests |
+| ESP32 S3 IDF 5.4 ARM64 clean build | PASS |
+| Image target detection | PASS, ESP32 S3 |
+| Image checksum | PASS |
+| Image validation hash | PASS |
+| Application partition fit | PASS, 46 percent free |
+| Physical flash write verification | PASS |
+| Preserved runtime configuration | PASS |
+
+The build excluded the optional WASM3 source because it was not present in the
+firmware checkout. The boot log therefore reported WASM Tier 3 disabled. That
+is not a regression introduced by this update and is outside this transport
+qualification.
+
+## Before and after comparison
+
+The pre update baseline was a 20 second serial and WebSocket capture on firmware
+0.8.4. The post update stability observation was 300 seconds on firmware 0.8.8.
+
+| Observation | Before 0.8.4 | After 0.8.8 | Change |
+|---|---:|---:|---:|
+| Raw CSI yield mean | 27.80 pps | 28.03 pps | plus 0.83 percent |
+| Server CSI FPS mean | 39.58 | 39.13 | minus 1.15 percent |
+| Node frame coverage | 100 percent | 100 percent | unchanged |
+| Maximum node staleness | 1,571 ms | 1,565 ms | minus 0.38 percent |
+| Maximum WebSocket frame gap | 111 ms | 112 ms | plus 0.90 percent |
+| Device or parser errors | 0 | 0 | unchanged |
+
+These small movements are operationally neutral and within uncontrolled room
+and WiFi variation. Firmware 0.8.8 did not regress the raw transport. Because
+Tier 0 bypasses the DSP task, this run provides no evidence that temporal
+features or inference accuracy improved.
+
+## Five minute physical result
+
+MEASURED on 2026 08 31 after flashing firmware 0.8.8:
+
+| Device observation | Result |
+|---|---:|
+| Duration | 300 seconds |
+| Controller yield samples | 300 |
+| Raw CSI yield mean | 28.03 pps |
+| Raw CSI yield range | 22 through 34 pps |
+| ENOMEM or stack errors | 0 |
+| UDP send failures | 0 |
+| ESP NOW send failures | 0 |
+| Unexpected resets | 0 |
+| Watchdogs or panics | 0 |
+
+| End to end WebSocket observation | Result |
+|---|---:|
+| Duration | 300.03 seconds |
+| Sensing frames | 10,559 |
+| Frames containing node 1 | 10,559 |
+| Node 1 frame coverage | 100 percent |
+| Source offline frames | 0 |
+| JSON parse errors | 0 |
+| WebSocket errors | 0 |
+| Early closes | 0 |
+| Maximum node staleness | 1,565 ms |
+| Maximum WebSocket frame gap | 112 ms |
+
+## Result and limitation
+
+The ESP32 S3 raw transport acceptance passes. Firmware 0.8.8 booted from the
+existing slot, retained the installation configuration, sustained the prior raw
+CSI delivery rate, and completed the burn with zero transport or runtime
+errors. The result extends ADR 347 physical coverage to the S3 transport path.
+
+The largest remaining uncertainty is S3 Tier 2 behavior and inference accuracy.
+The log line reporting the configured 20 Hz DSP cadence is not proof that DSP
+ran because the preserved Tier 0 setting explicitly disables the DSP task. A
+separate, rollback protected Tier 2 qualification with synchronized held out
+labels is required before making heartbeat, respiration, motion, or accuracy
+claims.
+
+## Acceptance test
+
+Repeat this five minute procedure after any S3 timing, WiFi, transport, or task
+scheduling change. Pass only when raw callback yield remains at least 20 pps,
+node frame coverage remains at least 99 percent, and the device and server have
+zero send failures, offline frames, parser errors, WebSocket errors, watchdogs,
+panics, and unexpected resets. Qualify Tier 2 separately and require its
+measured DSP cadence to stay within one hertz of the configured target.
From 4b295b1b4d2023624b73c412ea6279011a674ec6 Mon Sep 17 00:00:00 2001
From: ruv
Date: Mon, 31 Aug 2026 13:57:21 -0400
Subject: [PATCH 08/13] docs(firmware): qualify second ESP32 C6 node
---
...346-fail-closed-edge-occupancy-evidence.md | 4 +-
...08-31-esp32-c6-node7-rate-aware-sensing.md | 120 ++++++++++++++++++
...2026-08-31-esp32-c6-occupancy-integrity.md | 4 +
3 files changed, 127 insertions(+), 1 deletion(-)
create mode 100644 docs/validation/2026-08-31-esp32-c6-node7-rate-aware-sensing.md
diff --git a/docs/adr/ADR-346-fail-closed-edge-occupancy-evidence.md b/docs/adr/ADR-346-fail-closed-edge-occupancy-evidence.md
index 6c856d0cc..0148a2b82 100644
--- a/docs/adr/ADR-346-fail-closed-edge-occupancy-evidence.md
+++ b/docs/adr/ADR-346-fail-closed-edge-occupancy-evidence.md
@@ -47,4 +47,6 @@ Software acceptance requires:
Physical acceptance requires the updated firmware on a confirmed board, a captured boot log, five minutes of live packets, zero logical count contradictions, and no increase in transport errors. Accuracy remains unmeasured until labelled held out sequences are recorded.
-Physical qualification completed for ESP32 C6 node 4 on 2026 08 31. The five minute run observed 242 edge packets, including 61 absent packets, with zero logical count contradictions and zero parse errors. See `docs/validation/2026-08-31-esp32-c6-occupancy-integrity.md`. Other nodes remain unqualified until separately identified and upgraded.
+Physical occupancy qualification completed for ESP32 C6 node 4 on 2026 08 31. The five minute run observed 242 edge packets, including 61 absent packets, with zero logical count contradictions and zero parse errors. See `docs/validation/2026-08-31-esp32-c6-occupancy-integrity.md`.
+
+ESP32 C6 node 7 was subsequently identified, upgraded to firmware 0.8.8, and transport qualified for five minutes with zero fused presence count contradictions and zero steady state transport errors. Its controlled empty room sequence remains required before occupancy qualification. See `docs/validation/2026-08-31-esp32-c6-node7-rate-aware-sensing.md`. Other nodes remain unqualified until separately identified and upgraded.
diff --git a/docs/validation/2026-08-31-esp32-c6-node7-rate-aware-sensing.md b/docs/validation/2026-08-31-esp32-c6-node7-rate-aware-sensing.md
new file mode 100644
index 000000000..0b39148d0
--- /dev/null
+++ b/docs/validation/2026-08-31-esp32-c6-node7-rate-aware-sensing.md
@@ -0,0 +1,120 @@
+# ESP32 C6 node 7 rate aware sensing qualification
+
+## Scope
+
+This record qualifies the firmware 0.8.8 timing and transport path on a second
+physically attached ESP32 C6. It measures raw callback cadence, edge DSP
+cadence, process stability, and end to end sensing delivery. It does not
+qualify heartbeat, respiration, pose, identity, room separation, or person
+count accuracy against labelled ground truth.
+
+## Hardware and firmware
+
+| Field | Measured value |
+|---|---|
+| Board | ESP32 C6 QFN40 revision 0.2 |
+| Logical node | 7 |
+| Firmware before | 0.8.4 |
+| Firmware after | 0.8.8 development build |
+| App image | 1,051,552 bytes |
+| App SHA 256 | `eab7561d65e302dc33e9331ac591763a46f92fb3fa9f824fef0e9b541daddb3f` |
+| OTA slot size | 1,900,544 bytes |
+| OTA headroom | 848,992 bytes, 45 percent |
+
+Only the application partition at offset `0x20000` was flashed. WiFi
+credentials, logical node identity, sensing server target, channel, edge tier,
+bootloader, partition table, OTA metadata, and NVS were preserved. The pre
+update application was copied to a private recovery file outside the
+repository. Its SHA 256 is
+`f5ebc5e0142425adae16e9180bf298ef444ea8862ba0d8809c310a39fe45721d`.
+The device partition table was also read before the update and had SHA 256
+`0a8d2f192a8fff209d6c75ab639fcf8aa2f43c64abb732c6e74596fbd6971dca`.
+
+The post update boot log reported firmware 0.8.8, node 7, channel 10, Tier 2,
+an 8 Hz edge DSP cadence, and the preserved sensing server target. The OTA
+status endpoint reported firmware 0.8.8 running from `ota_0`, with `ota_1` as
+the next partition and the correct 1,900,544 byte limit. The sensing server
+health endpoint remained ready with ESP32 input.
+
+## Before and after
+
+The pre update baseline was a 20 second observation on the same attached board.
+The post update observation was a five minute steady state run after boot.
+
+| Observation | Before 0.8.4 | After 0.8.8 |
+|---|---:|---:|
+| Raw callback mean | 39.05 pps | 36.32 pps |
+| Raw callback range | 35 through 42 pps | 24 through 42 pps |
+| Server CSI FPS mean | 46.23 Hz | 48.88 Hz |
+| WebSocket parser errors | 0 | 0 |
+| WebSocket reconnects | 0 | 0 |
+
+Raw callback mean changed by negative 7.0 percent while the server CSI FPS
+estimate changed by positive 5.7 percent. Both remain above the 20 pps
+transport floor. The result is transport neutral rather than an accuracy lift;
+the room and WiFi traffic were not controlled between the two windows.
+
+Firmware 0.8.4 did not expose the edge DSP cadence used by the temporal
+filters. Firmware 0.8.8 held that separately governed clock at exactly 8.0 Hz
+for every controller sample while preserving the higher rate raw network path.
+
+## Five minute physical result
+
+MEASURED on 2026 08 31 after flashing firmware 0.8.8:
+
+| Device observation | Result |
+|---|---:|
+| Duration | 300.70 seconds |
+| Controller samples | 300 |
+| Raw callback mean | 36.32 pps |
+| Raw callback range | 24 through 42 pps |
+| Edge DSP mean | 8.00 Hz |
+| Edge DSP range | 8.00 through 8.00 Hz |
+| ENOMEM events | 0 |
+| UDP send failures | 0 |
+| ESP NOW nonzero failure lines | 0 |
+| Other steady state errors | 0 |
+| Watchdogs, panics, or reboots | 0 |
+
+| End to end WebSocket observation | Result |
+|---|---:|
+| Duration | 300.06 seconds |
+| Sensing frames | 36,254 |
+| JSON parse errors | 0 |
+| WebSocket errors or reconnects | 0 |
+| Frames containing node 7 | 35,313 |
+| Node 7 frame coverage | 97.40 percent |
+| Node 7 stale frames | 0 |
+| Maximum node 7 staleness | 972 ms |
+| Maximum node 7 inference age | 483 ms |
+| Maximum WebSocket frame gap | 108 ms |
+| Nodes per frame | 0 through 5 |
+| Fused presence count contradictions | 0 |
+
+One ENOMEM backoff occurred during startup and recovered in 210 ms. No memory
+backoff or send failure recurred in the separate five minute steady state
+window. The boot log also reported the documented fail closed OTA behavior:
+the status service was available, but image upload remained rejected because
+this node has no provisioned OTA signing secret.
+
+## Result and limitation
+
+The node 7 timing and transport update passes. Its configuration survived, the
+edge DSP clock remained phase stable at the measured sustainable C6 rate, and
+the live service received fresh node 7 data throughout the run. This does not
+complete the ADR 346 occupancy qualification for node 7 because the room was
+not held empty and the live aggregate did not expose 30 absent edge packets.
+
+The largest uncertainty remains inference accuracy. Timing stability cannot
+prove better vital, motion, room separation, or multi person estimates without
+synchronized held out labels and a controlled empty room sequence.
+
+## Acceptance test
+
+Repeat this five minute procedure after timing, WiFi, filter, or scheduling
+changes. Pass transport only when raw callback yield remains at least 20 pps,
+DSP cadence stays within one hertz of the configured target, the device has
+zero steady state memory backoff, send failure, watchdog, panic, and reboot
+events, the server has zero parse failures and reconnects, and the updated node
+stays fresh. Complete occupancy qualification separately with at least 30
+absent edge packets and zero absent packets carrying a nonzero person count.
diff --git a/docs/validation/2026-08-31-esp32-c6-occupancy-integrity.md b/docs/validation/2026-08-31-esp32-c6-occupancy-integrity.md
index 89abca9b3..9446bd944 100644
--- a/docs/validation/2026-08-31-esp32-c6-occupancy-integrity.md
+++ b/docs/validation/2026-08-31-esp32-c6-occupancy-integrity.md
@@ -51,6 +51,10 @@ The updated OTA status endpoint reports the selected 1,900,544 byte partition ra
Nodes 3 and 7 still demonstrate the old contradictory behavior and must be upgraded only after their network identity, OTA credential, and rollback path are verified. The current run had no labelled ground truth, so multi person fidelity and adjacent room rejection remain unmeasured.
+## Subsequent node 7 status
+
+Later on 2026 08 31, node 7 was separately identified, backed up, upgraded to firmware 0.8.8, and transport qualified for five minutes. That later occupied room run had zero fused presence count contradictions but did not produce the 30 absent edge packets required to supersede the historical control result above. See `docs/validation/2026-08-31-esp32-c6-node7-rate-aware-sensing.md`.
+
## Acceptance test
Repeat a five minute capture after every firmware change. Pass only when every updated node has at least 30 absent packets, zero packets where `presence=false` and `n_persons>0`, zero parser errors, and a ready sensing server with zero engine errors.
From a70803fe31cb068608b9f81ed816122031a70b38 Mon Sep 17 00:00:00 2001
From: ruv
Date: Mon, 31 Aug 2026 14:14:08 -0400
Subject: [PATCH 09/13] fix(security): update wasmtime to 36.0.14
---
v2/Cargo.lock | 146 +++++++++++++++++++++++++-------------------------
1 file changed, 73 insertions(+), 73 deletions(-)
diff --git a/v2/Cargo.lock b/v2/Cargo.lock
index 73d34fc5a..2ff9ecb4d 100644
--- a/v2/Cargo.lock
+++ b/v2/Cargo.lock
@@ -1553,7 +1553,7 @@ version = "3.1.1"
source = "registry+https://github.com/rust-lang/crates.io-index"
checksum = "faf9468729b8cbcea668e36183cb69d317348c2e08e994829fb56ebfdfbaac34"
dependencies = [
- "windows-sys 0.48.0",
+ "windows-sys 0.59.0",
]
[[package]]
@@ -1791,36 +1791,36 @@ dependencies = [
[[package]]
name = "cranelift-assembler-x64"
-version = "0.123.13"
+version = "0.123.14"
source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "5f8e1303ae2128891cb59691a74de4547dd208bc8511a2f287cca2b93bb3c728"
+checksum = "6835dba958b2ab7ab523e7e99296e0524317f60430a00cf5850562ef78ea7001"
dependencies = [
"cranelift-assembler-x64-meta",
]
[[package]]
name = "cranelift-assembler-x64-meta"
-version = "0.123.13"
+version = "0.123.14"
source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "58b2740a5936332028d9a1e8f29a199de2fd386e426d44da5fea70cf8e3f8e75"
+checksum = "0b6e4ce8ee6d899381fbdd9e6561336c651189d46cecaeee09b29e8d80aa786e"
dependencies = [
"cranelift-srcgen",
]
[[package]]
name = "cranelift-bforest"
-version = "0.123.13"
+version = "0.123.14"
source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "37fd128d3629fb105e433bda09744c5a2959cd1da04617a455c4cc17dff1ebef"
+checksum = "0cb6d37015df7ea4b60450c1229ad5f5819a1fb27434b063f8e6216dfbd0c42a"
dependencies = [
"cranelift-entity",
]
[[package]]
name = "cranelift-bitset"
-version = "0.123.13"
+version = "0.123.14"
source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "24a88f6d5a6cf6fcbc6386415d48948094721dfa4585d6615938b11ca938f20a"
+checksum = "986bea0b0858b55192782120032ce9c15943fa073f186f6e479653c59e62c329"
dependencies = [
"serde",
"serde_derive",
@@ -1828,9 +1828,9 @@ dependencies = [
[[package]]
name = "cranelift-codegen"
-version = "0.123.13"
+version = "0.123.14"
source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "daa4a357d030bdd586d8fe3da56b394f7f6b6ded506e59f945e7b32b1e126b71"
+checksum = "9f30aeb2de7f97d6f26b4a1642615834daad58e2e4d7c027810010a3a32f22be"
dependencies = [
"bumpalo",
"cranelift-assembler-x64",
@@ -1855,9 +1855,9 @@ dependencies = [
[[package]]
name = "cranelift-codegen-meta"
-version = "0.123.13"
+version = "0.123.14"
source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "4121e36a8757dea6fb237435ee5095eba25bc13ecc2eaee57eb9bffd4b27784f"
+checksum = "cd5dd137fcdedef33b6fd40edf1ced024460d764ceb75833e8198a843395945c"
dependencies = [
"cranelift-assembler-x64-meta",
"cranelift-codegen-shared",
@@ -1868,24 +1868,24 @@ dependencies = [
[[package]]
name = "cranelift-codegen-shared"
-version = "0.123.13"
+version = "0.123.14"
source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "5173265fc30b9e42205cf06dfca9a272ee949667ce4115d975ed2c08d466e2f8"
+checksum = "ab54b260ef23a8f0f536679b9fc3b3b3e05353e8d1448f3ab83df02078e8be9b"
[[package]]
name = "cranelift-control"
-version = "0.123.13"
+version = "0.123.14"
source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "9b6ca8a393e66dc13f915c6f456bdcf496d78fac4995792f7022b7806352d7a4"
+checksum = "3f3e569779ad70537f34a670d444ee3d75ae583b2023913f4682814b0979f7e8"
dependencies = [
"arbitrary",
]
[[package]]
name = "cranelift-entity"
-version = "0.123.13"
+version = "0.123.14"
source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "e609d9ba416bc26d774f343295a1d411515248a6a6d83d5f7492a0dd919569fa"
+checksum = "2ff53acc85f5c5f7d9315ff133a6671d329a0f04aa2d1a8a2e81d59709ccddcb"
dependencies = [
"cranelift-bitset",
"serde",
@@ -1894,9 +1894,9 @@ dependencies = [
[[package]]
name = "cranelift-frontend"
-version = "0.123.13"
+version = "0.123.14"
source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "90a3a277b1a0aff1123f6bae61c080a4bcb6df964829ed427f98e18dff14257f"
+checksum = "ab5976c0ff5bfadf61cd8bda81fea78ee5a07018b9cd03e66c0952c56684928b"
dependencies = [
"cranelift-codegen",
"log",
@@ -1906,15 +1906,15 @@ dependencies = [
[[package]]
name = "cranelift-isle"
-version = "0.123.13"
+version = "0.123.14"
source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "be53dd9b3a4cbeb9ced45c4a543ea8417ccfb334c3ba1cbb2233f4b25fb2531f"
+checksum = "77b4f73d2288e9480fd2d1d9ab576394dce4805443d6148c6d819dbf78865ce4"
[[package]]
name = "cranelift-native"
-version = "0.123.13"
+version = "0.123.14"
source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "ca62ab1d9f48cad97da5843b913ccf96c3dfde935af5d750cb5a6d367ccfb262"
+checksum = "fe9650c2baf22fa1e2542a5bdd8152616ec2023d929c4cbb450ff677ad8d9c21"
dependencies = [
"cranelift-codegen",
"libc",
@@ -1923,9 +1923,9 @@ dependencies = [
[[package]]
name = "cranelift-srcgen"
-version = "0.123.13"
+version = "0.123.14"
source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "a13b72860f54a2a19d3756bd47575fd8bddeafd6e5bbbf16372cdfebc482628a"
+checksum = "4ad4f61ae701d73c326d3df08c366b29ad10f1ba06c245092f217b8d2306746b"
[[package]]
name = "crc"
@@ -3333,7 +3333,7 @@ source = "registry+https://github.com/rust-lang/crates.io-index"
checksum = "39cab71617ae0d63f51a36d69f866391735b51691dbda63cf6f96d042b63efeb"
dependencies = [
"libc",
- "windows-sys 0.52.0",
+ "windows-sys 0.59.0",
]
[[package]]
@@ -5549,7 +5549,7 @@ checksum = "3640c1c38b8e4e43584d8df18be5fc6b0aa314ce6ebf51b53313d4306cca8e46"
dependencies = [
"hermit-abi",
"libc",
- "windows-sys 0.52.0",
+ "windows-sys 0.59.0",
]
[[package]]
@@ -8051,7 +8051,7 @@ source = "registry+https://github.com/rust-lang/crates.io-index"
checksum = "b570b25f7617e43d59005d0990ccb79e950a423952cea19671b7a876da390adf"
dependencies = [
"anyhow",
- "itertools 0.14.0",
+ "itertools 0.10.5",
"proc-macro2",
"quote",
"syn 2.0.117",
@@ -8088,9 +8088,9 @@ dependencies = [
[[package]]
name = "pulley-interpreter"
-version = "36.0.13"
+version = "36.0.14"
source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "2662666315cb90dfb4d99a652ee053d4d8598f71c474209e84da031ca56ae5a4"
+checksum = "eb0a4b56042e461cc64456650182938e2d1ede98fa0c8a975027416a2809c414"
dependencies = [
"cranelift-bitset",
"log",
@@ -8100,9 +8100,9 @@ dependencies = [
[[package]]
name = "pulley-macros"
-version = "36.0.13"
+version = "36.0.14"
source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "bb9a7d9ed2618f94b6d054aba3eb2768c9b489fe16b4ef8847fbc6ed41b707bb"
+checksum = "244667bea2e214273442a71f26adb12b88a41f66718fb2c6eea47c00f0dc325f"
dependencies = [
"proc-macro2",
"quote",
@@ -8240,7 +8240,7 @@ dependencies = [
"once_cell",
"socket2 0.5.10",
"tracing",
- "windows-sys 0.52.0",
+ "windows-sys 0.59.0",
]
[[package]]
@@ -9104,7 +9104,7 @@ dependencies = [
"errno",
"libc",
"linux-raw-sys",
- "windows-sys 0.52.0",
+ "windows-sys 0.59.0",
]
[[package]]
@@ -9162,7 +9162,7 @@ dependencies = [
"security-framework",
"security-framework-sys",
"webpki-root-certs",
- "windows-sys 0.52.0",
+ "windows-sys 0.59.0",
]
[[package]]
@@ -11116,7 +11116,7 @@ dependencies = [
"getrandom 0.4.1",
"once_cell",
"rustix",
- "windows-sys 0.52.0",
+ "windows-sys 0.59.0",
]
[[package]]
@@ -12482,9 +12482,9 @@ dependencies = [
[[package]]
name = "wasmtime"
-version = "36.0.13"
+version = "36.0.14"
source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "93d881c5dcff5f230368d84fcf110ca25fe47badc694e7d559c3891492159916"
+checksum = "7d05c745dc0978e589ef295958f3130122afc33d96af6bad3f0f06dbe7ac43a8"
dependencies = [
"addr2line",
"anyhow",
@@ -12537,9 +12537,9 @@ dependencies = [
[[package]]
name = "wasmtime-environ"
-version = "36.0.13"
+version = "36.0.14"
source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "a4b25534a3ff9dd844701c2bc997f76cb1f97bf2af0546a7066ae96f49c2e068"
+checksum = "9fd1d43cfaa1a0859d2f4fccc15e7e571e2a88b357e81bc88ba6c501b83d925d"
dependencies = [
"anyhow",
"cpp_demangle",
@@ -12564,18 +12564,18 @@ dependencies = [
[[package]]
name = "wasmtime-internal-asm-macros"
-version = "36.0.13"
+version = "36.0.14"
source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "1d02832d760351fb3a1aa99eb8f7b95596c0f4e4e52df1547fcdb295ea5c780c"
+checksum = "515dd7158bf1719b41290cd2e6a2a46ec944484146816992f195af3720e49b3f"
dependencies = [
"cfg-if",
]
[[package]]
name = "wasmtime-internal-cache"
-version = "36.0.13"
+version = "36.0.14"
source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "651f8a16b51cde3ee8bd5b775bcedc24b66040d7dca1f13ad855b10c660e1d01"
+checksum = "12a53145473629ea40f445235ed95182b76940f00a67c3c9c6c4857dae0ad823"
dependencies = [
"anyhow",
"base64 0.22.1",
@@ -12593,9 +12593,9 @@ dependencies = [
[[package]]
name = "wasmtime-internal-component-macro"
-version = "36.0.13"
+version = "36.0.14"
source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "ba2ed6dbe24607573f7bcc59222f3bc2e7f7d31609466055c67b9484045a374a"
+checksum = "dfca017b7daa80ff217c66f105ee20e674d87b7c11dca85bbb9d0146e9f443fb"
dependencies = [
"anyhow",
"proc-macro2",
@@ -12608,15 +12608,15 @@ dependencies = [
[[package]]
name = "wasmtime-internal-component-util"
-version = "36.0.13"
+version = "36.0.14"
source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "e21aadbf677ee3503ef2580ce3c6955508e90a2810e961739b30f79585af254c"
+checksum = "1c3e218b51d2ef9eb181499e42c691512c1bc11dd6dc7746807a9b2b9290369c"
[[package]]
name = "wasmtime-internal-cranelift"
-version = "36.0.13"
+version = "36.0.14"
source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "65821bab751956cddfc6ee957beb13a0e2a6cf682050d75dfb7a0228db2ed499"
+checksum = "5ba1736927b58e50e741e407da7c037c0250f3e213833a09c89dcd8f73ae2eac"
dependencies = [
"anyhow",
"cfg-if",
@@ -12641,9 +12641,9 @@ dependencies = [
[[package]]
name = "wasmtime-internal-fiber"
-version = "36.0.13"
+version = "36.0.14"
source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "18cf73e5e8d28a2b30d86454430c7dea3b593598dcbbc0ebb927ca2716222d41"
+checksum = "7b238e4c20bddb900ec0cb380252d63e8d0644fd94de001119574f5921e895d9"
dependencies = [
"anyhow",
"cc",
@@ -12657,9 +12657,9 @@ dependencies = [
[[package]]
name = "wasmtime-internal-jit-debug"
-version = "36.0.13"
+version = "36.0.14"
source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "4279dc3147ddaa21e5b3d2c0eaff117881c4f937747bdd2379eb361665843bd3"
+checksum = "8f259b13685ad51e3dcf58cb69031279ed0d79c25bc3ccc8b50e7160ed04fbfe"
dependencies = [
"cc",
"object",
@@ -12669,9 +12669,9 @@ dependencies = [
[[package]]
name = "wasmtime-internal-jit-icache-coherence"
-version = "36.0.13"
+version = "36.0.14"
source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "a8eb677944201839c0be19b39b0f19dcd663efbcbc05a09c73f26fec7bdf0331"
+checksum = "41fed85537936b16460bac352ad149052c025db50467c7bc539dd47b31439374"
dependencies = [
"anyhow",
"cfg-if",
@@ -12681,24 +12681,24 @@ dependencies = [
[[package]]
name = "wasmtime-internal-math"
-version = "36.0.13"
+version = "36.0.14"
source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "db9a153e184878df396a11f8912444531c2e4d0c7a1d9e9a52b30d9853d89cb9"
+checksum = "82fff10da41d0d15d90ebba70946a0aa16ed0957ae7b77e0b6d2a46e8221e555"
dependencies = [
"libm",
]
[[package]]
name = "wasmtime-internal-slab"
-version = "36.0.13"
+version = "36.0.14"
source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "b771494bead25e1f0c4c89a9476dd0b65eacca314ed82125f1e197fbc3f0396b"
+checksum = "e44a8c097bab08d349d57dce1ab818859fefbe261ab3632b38fe127b1b551108"
[[package]]
name = "wasmtime-internal-unwinder"
-version = "36.0.13"
+version = "36.0.14"
source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "90199caed6925420434a923861d8ad813689ca8533d2c679f805d12e35b40a4b"
+checksum = "7f40a57d5e7c221ce56391d7dca0a918ba17ea00185462c7facbf534d7745184"
dependencies = [
"anyhow",
"cfg-if",
@@ -12709,9 +12709,9 @@ dependencies = [
[[package]]
name = "wasmtime-internal-versioned-export-macros"
-version = "36.0.13"
+version = "36.0.14"
source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "ae71687aa834f9cc9eb5b0f97c85184d7dc70b84d32fd8927af0887998a1ba35"
+checksum = "e085bfce1cb2089dbeef6e280a5d598666923d3dcd308712fe429fe43c9d19f5"
dependencies = [
"proc-macro2",
"quote",
@@ -12720,9 +12720,9 @@ dependencies = [
[[package]]
name = "wasmtime-internal-winch"
-version = "36.0.13"
+version = "36.0.14"
source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "5d0ba45c0d766dd56257d97702d3284b6f69efdd4c53ca981a0754cc0a139df0"
+checksum = "c4916cd526e1ce294984cc5b70264cfc0ca103b41ca665b58728bde250b6b82f"
dependencies = [
"anyhow",
"cranelift-codegen",
@@ -12737,9 +12737,9 @@ dependencies = [
[[package]]
name = "wasmtime-internal-wit-bindgen"
-version = "36.0.13"
+version = "36.0.14"
source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "41a64d5112c06f9d54b41e61f0b757d3a5a52361bf359f01131cc7cb8551ac73"
+checksum = "39ad2f9d9c3baa70ee4d157b55b4c08e5dc00f1d80aad3692b1e0806393914ea"
dependencies = [
"anyhow",
"bitflags 2.11.0",
@@ -13624,7 +13624,7 @@ version = "0.1.11"
source = "registry+https://github.com/rust-lang/crates.io-index"
checksum = "c2a7b1c03c876122aa43f3020e6c3c3ee5c05081c9a00739faf7503aeba10d22"
dependencies = [
- "windows-sys 0.48.0",
+ "windows-sys 0.59.0",
]
[[package]]
@@ -13635,9 +13635,9 @@ checksum = "712e227841d057c1ee1cd2fb22fa7e5a5461ae8e48fa2ca79ec42cfc1931183f"
[[package]]
name = "winch-codegen"
-version = "36.0.13"
+version = "36.0.14"
source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "82ea9625459ce35d6a4188cf0f07c9095cbb0e5afd86f711d63955bfc4216e64"
+checksum = "e826c012c68403725e77adf6b904c2ea809e5d464aaf25aa6eda14559300b3df"
dependencies = [
"anyhow",
"cranelift-assembler-x64",
From 12a61c16e88162a28c69f3d08ad523d007797129 Mon Sep 17 00:00:00 2001
From: ruv
Date: Mon, 31 Aug 2026 14:14:08 -0400
Subject: [PATCH 10/13] docs(firmware): prepare 0.8.8 release
---
.github/workflows/firmware-ci.yml | 12 ++--
docs/releases/v0.8.8-esp32.md | 111 ++++++++++++++++++++++++++++++
firmware/esp32-csi-node/README.md | 75 +++++++++++++++-----
3 files changed, 177 insertions(+), 21 deletions(-)
create mode 100644 docs/releases/v0.8.8-esp32.md
diff --git a/.github/workflows/firmware-ci.yml b/.github/workflows/firmware-ci.yml
index 04f3ec53f..522ac845a 100644
--- a/.github/workflows/firmware-ci.yml
+++ b/.github/workflows/firmware-ci.yml
@@ -162,10 +162,14 @@ jobs:
mkdir -p release-staging
cp build/esp32-csi-node.bin release-staging/${{ matrix.artifact_app }}
cp build/partition_table/partition-table.bin release-staging/${{ matrix.artifact_pt }}
- if [ "${{ matrix.variant }}" = "8mb" ]; then
- cp build/bootloader/bootloader.bin release-staging/bootloader.bin
- cp build/ota_data_initial.bin release-staging/ota_data_initial.bin
- fi
+ cp build/bootloader/bootloader.bin release-staging/bootloader.bin
+ cp build/ota_data_initial.bin release-staging/ota_data_initial.bin
+ cp version.txt release-staging/version.txt
+ (cd release-staging && sha256sum \
+ "${{ matrix.artifact_app }}" \
+ "${{ matrix.artifact_pt }}" \
+ bootloader.bin ota_data_initial.bin version.txt \
+ > SHA256SUMS.txt)
ls -la release-staging/
- name: Check QEMU ESP32-S3 support status
diff --git a/docs/releases/v0.8.8-esp32.md b/docs/releases/v0.8.8-esp32.md
new file mode 100644
index 000000000..772879028
--- /dev/null
+++ b/docs/releases/v0.8.8-esp32.md
@@ -0,0 +1,111 @@
+# RuView ESP32 firmware 0.8.8
+
+Firmware 0.8.8 is a reliability and correctness release for ESP32-S3 and
+ESP32-C6 RuView nodes. It makes the timing used by signal processing explicit,
+prevents contradictory occupancy output, and improves update diagnostics.
+
+## What changed
+
+### Empty means zero people
+
+Older firmware could report `presence=false` and a nonzero person count in the
+same edge packet. That was internally contradictory and could contaminate an
+empty-room calibration. Firmware 0.8.8 clears the count whenever the presence
+gate is closed. The sensing server repeats the same check when it receives data
+from older nodes.
+
+This is a consistency fix, not proof that the heuristic can count multiple
+people accurately. See
+[ADR 346](../adr/ADR-346-fail-closed-edge-occupancy-evidence.md).
+
+### Stable time scale on ESP32-C6
+
+Raw CSI and on-device signal processing now have separate clocks. The C6 keeps
+raw CSI moving over the network while its Tier 2 filters process a stable 8 Hz
+sample stream. The S3 retains its 20 Hz DSP default. A phase-preserving sampler
+keeps callback jitter from shifting those clocks.
+
+The result is a correct time base for motion and vital-band features. It does
+not by itself prove that heartbeat, respiration, gesture, or pose estimates are
+more accurate. See
+[ADR 347](../adr/ADR-347-rate-aware-esp32-temporal-sensing.md).
+
+### Better diagnostics and safer updates
+
+The one-second controller log now shows both raw callback yield and DSP rate.
+The OTA status endpoint reports the actual selected application partition size
+instead of a fixed 900 KB assumption. Firmware upload remains fail closed when
+the node has no provisioned OTA signing secret.
+
+## Measured hardware validation
+
+All results below are physical measurements from 2026-08-31. They are not
+simulator claims.
+
+| Board | Duration | Raw CSI mean | DSP clock | Live coverage | Steady-state transport errors |
+|-------|---------:|-------------:|----------:|--------------:|------------------------------:|
+| ESP32-C6 node 4 | 300.64 s | 34.92 pps | 8.00 Hz | 97.62% | 0 |
+| ESP32-C6 node 7 | 300.70 s | 36.32 pps | 8.00 Hz | 97.40% | 0 |
+| ESP32-S3 node 1 | 300 s | 28.03 pps | Tier 0 | 100.00% | 0 |
+
+The first C6 empty-room qualification observed 61 absent packets with zero
+nonzero counts. The second C6 was transport-qualified in an occupied room and
+still needs its own controlled empty-room sequence. Full evidence is recorded
+in:
+
+1. [C6 timing and transport](../validation/2026-08-31-esp32-c6-rate-aware-sensing.md)
+2. [C6 occupancy integrity](../validation/2026-08-31-esp32-c6-occupancy-integrity.md)
+3. [Second C6 timing and transport](../validation/2026-08-31-esp32-c6-node7-rate-aware-sensing.md)
+4. [S3 transport](../validation/2026-08-31-esp32-s3-rate-aware-transport.md)
+
+## Choose the correct download
+
+| Release file | Target |
+|--------------|--------|
+| `esp32-csi-node-v0.8.8-s3-8mb-flash-bundle.zip` | ESP32-S3 with 8 MB flash |
+| `esp32-csi-node-v0.8.8-s3-4mb-flash-bundle.zip` | ESP32-S3 with 4 MB flash |
+| `esp32-csi-node-v0.8.8-c6-4mb-flash-bundle.zip` | ESP32-C6 using the supported 4 MB partition layout |
+| `esp32-csi-node-v0.8.8-s3-8mb.bin` | S3 8 MB application only |
+| `esp32-csi-node-v0.8.8-s3-4mb.bin` | S3 4 MB application only |
+| `esp32-csi-node-v0.8.8-c6-4mb.bin` | C6 application only |
+
+Never mix S3 and C6 images. Confirm the chip and physical flash before writing.
+
+## Install or update
+
+For a fresh installation, extract the matching bundle and follow its included
+`FLASHING.md`. The standard offsets are:
+
+| Image | Offset |
+|-------|-------:|
+| Bootloader | `0x0000` |
+| Partition table | `0x8000` |
+| OTA metadata | `0xf000` |
+| Application | `0x20000` |
+
+For an existing provisioned node:
+
+1. Back up the current application partition.
+2. Confirm the exact chip, flash layout, logical node, and serial port.
+3. Read `http://DEVICE_IP:8032/ota/status`.
+4. Use an application-only serial update at `0x20000` only when the running
+ partition is `ota_0` and the image matches the board.
+5. Reboot and confirm version 0.8.8, the preserved node identity, channel, and
+ sensing-server target.
+6. Run a five-minute burn-in before returning the node to calibration duty.
+
+The full bundle does not contain an NVS image. A four-offset install therefore
+preserves the existing WiFi and node settings, but operators should still keep
+a backup before changing firmware.
+
+## What this release does not prove
+
+Firmware 0.8.8 does not prove medical-grade vital signs, accurate person
+counting, identity, dense pose, through-wall video, or room separation. Those
+claims require synchronized references and leakage-free held-out sequences.
+
+The practical next acceptance test is a controlled empty-room capture with at
+least 30 absent edge packets per updated node, zero absent packets carrying a
+nonzero count, and zero transport or parser errors. Accuracy evaluation then
+needs held-out occupied, movement, heartbeat-reference, and adjacent-room
+sequences.
diff --git a/firmware/esp32-csi-node/README.md b/firmware/esp32-csi-node/README.md
index b2dda8ab0..ebdddc2d0 100644
--- a/firmware/esp32-csi-node/README.md
+++ b/firmware/esp32-csi-node/README.md
@@ -7,40 +7,81 @@ This firmware captures WiFi Channel State Information (CSI) from an ESP32-S3 (pr
[](https://docs.espressif.com/projects/esp-idf/en/v5.4/)
[](https://www.espressif.com/en/products/socs/esp32-s3)
[](../../LICENSE)
-[](#memory-budget)
+[](#memory-budget)
[](../../.github/workflows/firmware-ci.yml)
-> | Capability | Method | Performance |
-> |------------|--------|-------------|
-> | **CSI streaming** | Per-subcarrier I/Q capture over UDP | ~20 Hz, ADR-018 binary format |
-> | **Breathing detection** | Bandpass 0.1-0.5 Hz, zero-crossing BPM | 6-30 BPM |
-> | **Heart rate** | Bandpass 0.8-2.0 Hz, zero-crossing BPM | 40-120 BPM |
-> | **Presence indicator** (heuristic) | Phase variance + adaptive threshold (60 s ambient learning) | < 1 ms latency, false-positives under strong RF interference — see [Tier 2 caveats](#what-this-firmware-does-not-do-tier-2-caveats) |
+> | Capability | Method | Current contract |
+> |------------|--------|------------------|
+> | **CSI streaming** | Per-subcarrier I/Q capture over UDP | Radio-dependent cadence with a 20 packets-per-second hardware acceptance floor, ADR-018 binary format |
+> | **Breathing estimate** | Bandpass 0.1-0.5 Hz, zero-crossing BPM | Experimental 6-30 BPM output; calibrate against a reference before use |
+> | **Heart-rate estimate** | Bandpass 0.8-2.0 Hz, zero-crossing BPM | Experimental 40-120 BPM output; not a medical measurement |
+> | **Presence indicator** (heuristic) | Phase variance + adaptive threshold (60 s ambient learning) | Fast local indicator; strong RF interference can cause false positives — see [Tier 2 caveats](#what-this-firmware-does-not-do-tier-2-caveats) |
> | **Fall detection** | Phase acceleration threshold | Configurable sensitivity |
> | **Programmable sensing** | WASM modules loaded over HTTP | Hot-swap, no reflash |
+## Firmware 0.8.8 in plain language
+
+Release 0.8.8 makes the sensing stream more internally consistent and easier
+to diagnose:
+
+1. An empty-room decision can no longer carry a nonzero person count. Older
+ firmware could expose those two contradictory values at the same time.
+2. ESP32-C6 signal processing now uses a stable 8 Hz clock while raw CSI keeps
+ streaming at the faster radio-dependent rate. This prevents temporal
+ filters from silently using the wrong time scale.
+3. The one-second diagnostic reports both raw callback yield and the DSP rate,
+ making slow or overloaded nodes visible.
+4. OTA reports the application slot selected by the board instead of assuming
+ a fixed 900 KB limit.
+
+Two ESP32-C6 boards and one ESP32-S3 completed five-minute physical transport
+runs. The updated nodes had zero steady-state send failures, parser failures,
+watchdogs, panics, or reboots. These results prove timing and transport
+stability, not better heartbeat, pose, identity, or person-count accuracy.
+See the [0.8.8 release notes](../../docs/releases/v0.8.8-esp32.md) and
+[ADR 347](../../docs/adr/ADR-347-rate-aware-esp32-temporal-sensing.md) for the
+measured evidence and limitations.
+
---
## Quick Start
For users who want to get running fast. Detailed explanations follow in later sections.
-### 0. Pre-built binaries (v0.6.5 — skip the build step)
+### 0. Download the 0.8.8 release
-Pre-built binaries are in `firmware/esp32-csi-node/release_bins/` (version: see `release_bins/version.txt`).
-Flash them directly:
+Use the versioned source tag and binaries on the
+[v0.8.8 ESP32 release page](https://github.com/ruvnet/RuView/releases/tag/v0.8.8-esp32).
+Choose the package that names both your chip and flash size:
+
+| Package | Use it for |
+|---------|------------|
+| `esp32-csi-node-v0.8.8-s3-8mb-flash-bundle.zip` | Fresh ESP32-S3 installation with 8 MB flash |
+| `esp32-csi-node-v0.8.8-s3-4mb-flash-bundle.zip` | Fresh ESP32-S3 installation with 4 MB flash |
+| `esp32-csi-node-v0.8.8-c6-4mb-flash-bundle.zip` | Fresh ESP32-C6 installation using the supported 4 MB layout |
+
+Each bundle contains the matching bootloader, partition table, OTA metadata,
+application, checksums, and a short flashing guide. Never flash an S3 bundle
+onto a C6, or a C6 bundle onto an S3.
+
+Example for an 8 MB ESP32-S3 after extracting its bundle:
```bash
python -m esptool --chip esp32s3 --port COM7 --baud 460800 \
write_flash --flash_mode dio --flash_size 8MB \
- 0x0 firmware/esp32-csi-node/release_bins/bootloader.bin \
- 0x8000 firmware/esp32-csi-node/release_bins/partition-table.bin \
- 0xf000 firmware/esp32-csi-node/release_bins/ota_data_initial.bin \
- 0x20000 firmware/esp32-csi-node/release_bins/esp32-csi-node.bin
+ 0x0 bootloader.bin \
+ 0x8000 partition-table.bin \
+ 0xf000 ota_data_initial.bin \
+ 0x20000 esp32-csi-node.bin
```
-For 4 MB boards use `release_bins/esp32-csi-node-4mb.bin` and `release_bins/partition-table-4mb.bin`
-with `--flash_size 4MB`.
+For an existing provisioned node, back up its current application and inspect
+`http://DEVICE_IP:8032/ota/status` before choosing an application-only update.
+Writing only offset `0x20000` is safe only when the status endpoint reports
+`running_partition` as `ota_0` and the downloaded image matches the board.
+The full bundles do not include NVS, so the documented four-offset install
+preserves WiFi and node configuration while replacing the boot and application
+images.
### 1. Build (Docker -- the only reliable method)
@@ -111,7 +152,7 @@ curl http://:8032/wasm/list
| **Recommended boards** | ESP32-S3-DevKitC-1, XIAO ESP32-S3 | Any ESP32-S3 with 8 MB flash works |
| **Deployment** | 3-6 nodes per room | Multistatic mesh for 360-degree coverage |
-> **Tip:** A single node provides presence and vital signs along its line of sight. Multiple nodes (3-6) create a multistatic mesh that resolves 3D pose with <30 mm jitter and zero identity swaps.
+> **Tip:** A single node is mainly useful for presence and motion along one RF link. Three or more spatially separated links improve geometry and track separation. Location, pose, and multi-person accuracy still require room-specific calibration and held-out ground-truth evaluation.
> **⚠️ Thermal warning — compact boards (ESP32-S3-Zero, SuperMini, other coin-sized clones):** This firmware runs the WiFi radio with modem sleep disabled (`WIFI_PS_NONE`, required for continuous CSI capture) plus a full edge-processing DSP pipeline on Core 1 (`edge_tier=2`) plus, on ADR-183 builds, a continuous 40 Hz onboard LED driver. That's sustained high current draw with no duty-cycling. Full-size dev boards (DevKitC-1, XIAO) have more copper pour and thermal mass around the regulator and tolerate this fine. Coin-sized clones with minimal PCB area and budget regulators may run hot to the touch during normal operation, and in at least one field report, boards that ran hot during a session failed to power on afterward (regulator damage suspected — see issue tracker). Give these boards airflow, don't stack or enclose them, and check them by touch during the first several minutes of a new deployment. If a board is uncomfortably hot (not just warm), power it down and let it cool before continuing.
From e5bf0d4892701b2fa47fdb9ef040e1c76d304580 Mon Sep 17 00:00:00 2001
From: rUv
Date: Tue, 1 Sep 2026 23:35:42 -0400
Subject: [PATCH 11/13] feat(forecast): add independent Rust multivariate
training stack (#1766)
* feat(forecast): add independent Rust training stack
Signed-off-by: Codex
* docs(forecast): record informal HPO exploration note (unaccepted)
Records an exploratory Darwin Mode numeric-genome hyperparameter search
against the tiny_ci synthetic accuracy protocol: WQL improved 0.257 -> 0.161
-> 0.153 over two search rounds, staying ahead of both baselines throughout.
Explicitly scoped as informal/exploratory (not a frozen leakage-free report,
not eligible for the evidence ledger, not validated for large_linux or any
real dataset) per this doc's own evidence-tagging discipline.
* feat(forecast-core): add per-horizon weighted quantile loss
weighted_quantile_loss collapses the whole horizon into one aggregate
number, hiding whether error grows with lead time. Add a sibling
function using the identical per-cell pinball formula and domain
checks, just reduced per horizon step instead of globally. A unit
test reconstructs the aggregate from the per-step numerators/
denominators to prove the two functions agree exactly, not just
approximately.
* feat(forecast-model): add evaluation-only local activation
Adds activate_for_evaluation and build_eval_input, gated behind the
cpu feature. activate_for_evaluation self-signs an unsigned candidate
with a fixed, publicly-known, non-secret Ed25519 key so a CLI operator
can run inference against their own just-trained candidate without a
real release signature -- explicitly never a production trust path,
documented as such in the module doc comment. The schema-digest check
in ArtifactActivationPolicy still applies in full; only signing is
relaxed. build_eval_input constructs a single-window ModelInput for
CPU inference from raw context-major values/mask arrays, matching the
training batch builders exact time-feature/descriptor encoding.
Six unit tests cover: malformed-candidate rejection, digest-mismatch
rejection (proving the schema check has teeth even on this relaxed
path), getting past the policy gate with a matching digest, and
eval-input shape validation.
* feat(forecast-train): add evaluate and prepare-synthetic-dataset CLI
Turns this sessions throwaway HPO scripts into real, tested CLI
surfaces, replacing two example binaries that bypassed the CLI/TOML
training path entirely.
prepare-synthetic-dataset generates a larger, configurable synthetic
training shard (default 24 windows) plus a matching train-local.toml
with the given OptimizerSpec hyperparameters baked in, and a separate
held-out test.jsonl -- the same synthetic-only, local-validation-only
posture as prepare-local-example, just bigger and configurable.
evaluate scores a trained (unsigned) candidate against held-out
windows and the LastValue/SeasonalNaive baselines: overall weighted
quantile loss, a per-horizon breakdown, 80% interval coverage, and
missingness, for the model and both baselines. Explicitly lists what
docs/benchmarks/ruforecast.mds full accuracy protocol additionally
asks for that this does not cover (abstention coverage, selective
risk, site/device slices, interference regime, RuVector-retrieval
ablation) rather than silently omitting them -- each needs
infrastructure a single-entity synthetic fixture does not have.
Together the three real commands (prepare-synthetic-dataset,
train-local, evaluate) reproduce the exact WQL numbers the old
library-bypassing example scripts produced for the same
hyperparameters, confirmed by re-running the harness/ruview HPO
dry-run end to end against the new CLI path.
New integration test trains a real candidate via smoke, evaluates it
against held-out synthetic windows, and asserts the full report shape
and an empty-input rejection.
* feat(forecast-train): add prepare-synthetic-dataset --seed + Autogenous bridge
--seed (default 0, backward compatible) makes prepare-synthetic-dataset's
generator deterministic per offset: same seed -> byte-identical corpus
across runs (needed to train two genomes on the SAME corpus for a fair
comparison); different seeds -> genuinely independent corpora (needed for
honest multi-seed/multi-judge evaluation upstream, both in
harness/ruview/flywheel/ruforecast/gate.mjs's fitness function and in the
new v2/crates/ruforecast-autogenous-bridge crate added here).
ruforecast-autogenous-bridge is a LOCAL-DEV-ONLY (excluded from the v2
workspace, publish = false) bridge from this crate's real evaluate CLI
into ruvnet/autogenous's new regression-candidate promotion path (separate,
unpushed branch feat/regression-candidate-kind): runs N independent
train+evaluate judges on genuinely distinct synthetic corpora, signs
receipts, and gets a real cryptographically-verified PROMOTE/REJECT
decision -- defense in depth on top of, not a replacement for, Darwin's own
promotion gate. Path-depends on a sibling autogenous checkout that does not
exist in CI; build/run directly via `cargo build --manifest-path
crates/ruforecast-autogenous-bridge/Cargo.toml`.
cargo test -p ruview-forecast-train --no-default-features --features
cpu,cli: all green (unaffected existing tests + this backward-compatible
addition).
* docs(forecast): retract round-2 HPO result, record honest multi-seed finding
The earlier "Informal HPO exploration note" claimed a real improvement
(WQL 0.257 -> 0.153) from a 3-round hyperparameter search. That search
evaluated every candidate against one fixed synthetic corpus (seed 0) for
every round -- textbook overfitting. Independent verification against two
fresh corpora (via the new ruforecast-autogenous-bridge crate) showed the
"winner" losing to the baseline on both.
Fixed the root cause in harness/ruview/flywheel/ruforecast/gate.mjs:
candidates are now scored against three independent corpora, worst-case
across them, not one fixed corpus.
Re-ran the search under the fix. It found a new winner that genuinely beat
baseline on all three of its own search seeds -- and that winner ALSO lost
independent verification on fresh seeds. Two independent search rounds,
pre- and post-fix, both produced an illusory "winner." The honest reading:
at this dataset scale (24 synthetic windows) held-out WQL varies enormously
by which corpus is drawn, regardless of hyperparameters -- confirmed
directly by the baseline genome's own primary swinging from 0.83 to a full
regression across the three fixed search seeds with unchanged
hyperparameters. No RuForecast hyperparameter configuration has been shown
to reliably beat the trivial baselines out-of-sample at this scale.
Also fixes a real design inconsistency surfaced by this exploration: the
Autogenous regression-candidate promotion verifier
(envelope::regression::verify_regression_promotion, separate unpushed
ruvnet/autogenous branch feat/regression-candidate-kind) required all
judges to share one corpus_id, which conflicts with this kind's
intentional cross-corpus judge design. Corrected there (commit bfa4c48);
did not change either REJECT verdict, which were already driven by the
real NotBetterThanParent signal on their own.
Append-only: the original round-2 row is kept, read together with this
new amendment section, per this doc's own evidence-ledger discipline.
* refactor(forecast): extract RuForecast to ruvnet/RuForecast submodule
Mirrors the v2/crates/worldgraph pattern: RuForecast becomes its own
independent public repo/workspace (ruforecast-core/model/train), mounted
at v2/crates/ruforecast as a git submodule, with v2/Cargo.toml path-depping
into its sub-crates and excluding the submodule from the v2 workspace.
Full v2 --workspace check passes; the ruforecast CLI builds and runs
correctly from its new location. Real git history for the extracted
crates (7 commits) was preserved via git-filter-repo, not squashed.
* feat(autogenous-bridge): real-data independent verification tool
real_data_verify.rs: signs two real, temporally-independent judge
measurements (different train/test split boundaries on the same real
household vitals corpus, not synthetic seeds) through the real
Autogenous regression-candidate promotion path, and gets a genuine
cryptographically-checked PROMOTE/REJECT verdict.
Result recorded (see docs/benchmarks/ruforecast.md): REJECT. One judge
nominally beat the trivial baseline but by less than the 0.01
non-inferiority margin; the other judge lost outright. Consistent with
every synthetic-data search this session -- no configuration has yet
been shown to reliably beat trivial baselines out-of-sample, now
including a real 6390-sample household corpus.
Bumps the ruforecast submodule to pick up the evaluate real-gap fix.
* docs(forecast): record real-household-data result (REJECT, signed)
6390 real vital-signs samples, two independent temporal splits,
independently verified via the real Autogenous regression-candidate
promotion path. Signed verdict: REJECT -- neither split cleared the
non-inferiority margin. Same conclusion as every synthetic search this
session, now confirmed with real data too: more real data is the
credible next lever, not further search on this scale of fixture.
* chore(forecast): point ruforecast submodule at published main (post gap-tolerance fix)
* ci(forecast): fix ruforecast-ci.yml for the new v2/crates/ruforecast submodule layout
The RuForecast crates were extracted into a standalone submodule (v2/crates/ruforecast, mirroring the existing v2/crates/worldgraph pattern) and are no longer members of the v2 workspace. The CI workflow still referenced the old in-tree package names/paths (ruview-forecast-core/model/train under v2/), which broke every forecast job with "cannot specify features for packages outside of workspace".
Fixed every job to target the submodule: working-directory -> v2/crates/ruforecast, -p ruview-forecast-* -> -p ruforecast-*, all hardcoded Cargo.toml/source paths in the Python assertion and clean-room-scan blocks, the Swatinem/rust-cache workspaces input, the artifact-tree output paths, and the two levels of relative path (../ -> ../../) in the informational-benchmark steps whose working directory moved one level deeper.
Also collapsed the paths: trigger filters internal-crate globs (v2/crates/ruview-forecast-*/**) down to the single v2/crates/ruforecast path, since GitHub Actions path filters only ever see a submodule gitlink change as one entry in the parent tree, never its internal file paths -- the old globs could never have matched anything.
Includes a real cargo fmt fix (submodule commit d9902f9) for formatting drift left over from the earlier real-data gap-tolerance fix, which the contract job's fmt --check step would otherwise have failed on.
All four forecast CI jobs' real commands verified locally before push: cargo test/check for CPU, CUDA/WGPU compile-check, the contract job's Python assertion block, the hosted-boundaries clean-room scan, and cargo fmt --check.
* docs(forecast): record real BIDMC cross-entity holdout result (REJECT)
Two independent real-patient partitions (34/16 and 24/26 splits, 53 total
ICU patients from PhysioNet BIDMC, Open Data Commons Attribution License
v1.0) both show the model losing to trivial baselines by a decisive margin
(+69% and +601% worse WQL). First genuine cross-entity real-data test this
project has run; same conclusion as every prior synthetic and single-household
test. Full Autogenous signed verification was not run for this entry -
flagged explicitly in the note.
* chore(forecast): point ruforecast submodule at published main (example feature-gate fix)
* chore(forecast): point ruforecast submodule at published main (clippy fix)
---------
Signed-off-by: Codex
---
.github/workflows/ruforecast-ci.yml | 627 ++++++++++
.gitmodules | 4 +
...dependent-rust-multivariate-forecasting.md | 336 ++++++
...overned-local-and-fal-forecast-training.md | 231 ++++
...r-predictive-memory-and-ruvllm-boundary.md | 217 ++++
docs/adr/README.md | 3 +
docs/benchmarks/ruforecast.md | 380 ++++++
.../RUVIEW_FORECAST_MODEL_CARD_TEMPLATE.md | 616 ++++++++++
docs/security/ruview-forecast-clean-room.md | 511 ++++++++
docs/security/ruview-forecast-threat-model.md | 1027 +++++++++++++++++
.../ruforecast-requirements-evidence.md | 206 ++++
scripts/run-ruforecast-benchmarks.sh | 288 +++++
v2/Cargo.lock | 30 +-
v2/Cargo.toml | 12 +
v2/crates/ruforecast | 1 +
.../ruforecast-autogenous-bridge/Cargo.lock | 577 +++++++++
.../ruforecast-autogenous-bridge/Cargo.toml | 25 +
.../examples/real_data_verify.rs | 182 +++
.../fixtures/bad.json | 1 +
.../fixtures/baseline.json | 1 +
.../fixtures/winner.json | 1 +
.../ruforecast-autogenous-bridge/src/main.rs | 383 ++++++
22 files changed, 5644 insertions(+), 15 deletions(-)
create mode 100644 .github/workflows/ruforecast-ci.yml
create mode 100644 docs/adr/ADR-348-independent-rust-multivariate-forecasting.md
create mode 100644 docs/adr/ADR-349-governed-local-and-fal-forecast-training.md
create mode 100644 docs/adr/ADR-350-ruvector-predictive-memory-and-ruvllm-boundary.md
create mode 100644 docs/benchmarks/ruforecast.md
create mode 100644 docs/huggingface/RUVIEW_FORECAST_MODEL_CARD_TEMPLATE.md
create mode 100644 docs/security/ruview-forecast-clean-room.md
create mode 100644 docs/security/ruview-forecast-threat-model.md
create mode 100644 docs/validation/ruforecast-requirements-evidence.md
create mode 100755 scripts/run-ruforecast-benchmarks.sh
create mode 160000 v2/crates/ruforecast
create mode 100644 v2/crates/ruforecast-autogenous-bridge/Cargo.lock
create mode 100644 v2/crates/ruforecast-autogenous-bridge/Cargo.toml
create mode 100644 v2/crates/ruforecast-autogenous-bridge/examples/real_data_verify.rs
create mode 100644 v2/crates/ruforecast-autogenous-bridge/fixtures/bad.json
create mode 100644 v2/crates/ruforecast-autogenous-bridge/fixtures/baseline.json
create mode 100644 v2/crates/ruforecast-autogenous-bridge/fixtures/winner.json
create mode 100644 v2/crates/ruforecast-autogenous-bridge/src/main.rs
diff --git a/.github/workflows/ruforecast-ci.yml b/.github/workflows/ruforecast-ci.yml
new file mode 100644
index 000000000..2f17c8ab9
--- /dev/null
+++ b/.github/workflows/ruforecast-ci.yml
@@ -0,0 +1,627 @@
+name: RuForecast Rust CI
+
+on:
+ push:
+ branches: [main, develop, 'feat/*', 'feature/*']
+ paths:
+ - 'v2/crates/ruforecast'
+ - 'v2/Cargo.toml'
+ - 'v2/Cargo.lock'
+ - 'v2/rust-toolchain.toml'
+ - 'scripts/csi-data-policy-check.sh'
+ - 'scripts/run-ruforecast-benchmarks.sh'
+ - 'docs/adr/ADR-348-*.md'
+ - 'docs/adr/ADR-349-*.md'
+ - 'docs/adr/ADR-350-*.md'
+ - 'docs/adr/README.md'
+ - 'docs/benchmarks/ruforecast.md'
+ - 'docs/huggingface/RUVIEW_FORECAST_MODEL_CARD_TEMPLATE.md'
+ - 'docs/security/ruview-forecast-*'
+ - 'docs/validation/ruforecast-requirements-evidence.md'
+ - '.github/workflows/ruforecast-ci.yml'
+ pull_request:
+ branches: [main, develop]
+ paths:
+ - 'v2/crates/ruforecast'
+ - 'v2/Cargo.toml'
+ - 'v2/Cargo.lock'
+ - 'v2/rust-toolchain.toml'
+ - 'scripts/csi-data-policy-check.sh'
+ - 'scripts/run-ruforecast-benchmarks.sh'
+ - 'docs/adr/ADR-348-*.md'
+ - 'docs/adr/ADR-349-*.md'
+ - 'docs/adr/ADR-350-*.md'
+ - 'docs/adr/README.md'
+ - 'docs/benchmarks/ruforecast.md'
+ - 'docs/huggingface/RUVIEW_FORECAST_MODEL_CARD_TEMPLATE.md'
+ - 'docs/security/ruview-forecast-*'
+ - 'docs/validation/ruforecast-requirements-evidence.md'
+ - '.github/workflows/ruforecast-ci.yml'
+ workflow_dispatch:
+
+permissions:
+ contents: read
+
+concurrency:
+ group: ruforecast-${{ github.workflow }}-${{ github.ref }}
+ cancel-in-progress: true
+
+env:
+ CARGO_TERM_COLOR: always
+ CARGO_PROFILE_DEV_DEBUG: '0'
+ CARGO_PROFILE_TEST_DEBUG: '0'
+ CARGO_PROFILE_BENCH_DEBUG: '0'
+ CARGO_PROFILE_RELEASE_DEBUG: '0'
+
+jobs:
+ contract-rust-189:
+ name: Forecast contract and feature-off boundary (Rust 1.89)
+ runs-on: ubuntu-latest
+ timeout-minutes: 45
+ steps:
+ - name: Checkout recursively
+ uses: actions/checkout@11d5960a326750d5838078e36cf38b85af677262
+ with:
+ persist-credentials: false
+ submodules: recursive
+
+ - name: Install Rust 1.89 with lint components
+ uses: dtolnay/rust-toolchain@4cda84d5c5c54efe2404f9d843567869ab1699d4
+ with:
+ toolchain: 1.89.0
+ components: rustfmt,clippy
+
+ - name: Cache Cargo artifacts
+ uses: Swatinem/rust-cache@e18b497796c12c097a38f9edb9d0641fb99eee32
+ with:
+ workspaces: v2/crates/ruforecast
+ key: ruforecast-rust-189
+
+ - name: Validate benchmark runner and evidence contract
+ shell: bash
+ run: |
+ set -euo pipefail
+ bash -n scripts/run-ruforecast-benchmarks.sh
+ test -x scripts/run-ruforecast-benchmarks.sh
+ test -f docs/benchmarks/ruforecast.md
+ test -f docs/huggingface/RUVIEW_FORECAST_MODEL_CARD_TEMPLATE.md
+ test -f docs/security/ruview-forecast-clean-room.md
+ test -f docs/security/ruview-forecast-threat-model.md
+ test -f docs/validation/ruforecast-requirements-evidence.md
+
+ for adr_number in 348 349 350; do
+ mapfile -t adr_files < <(
+ find docs/adr -maxdepth 1 -type f -name "ADR-${adr_number}-*.md" -print
+ )
+ if [[ "${#adr_files[@]}" -ne 1 ]]; then
+ echo "Expected exactly one ADR-${adr_number} file, found ${#adr_files[@]}" >&2
+ exit 1
+ fi
+ grep -q "^# ADR-${adr_number}:" "${adr_files[0]}"
+ grep -Eq '^[-*] \*\*Status\*\*: (Proposed|Accepted|Superseded|Deprecated)( |$|—)|^## Status' "${adr_files[0]}"
+ done
+
+ grep -q '^## Requirements' docs/adr/ADR-348-*.md
+ grep -q '^## Acceptance gates' docs/adr/ADR-348-*.md
+ grep -q '^## Requirements and acceptance' docs/adr/ADR-349-*.md
+ grep -q '^## Requirements and acceptance' docs/adr/ADR-350-*.md
+ for adr_number in 348 349 350; do
+ grep -q "| \[ADR-${adr_number}\](ADR-${adr_number}-" docs/adr/README.md \
+ || { echo "ADR-${adr_number} is missing from the ADR index" >&2; exit 1; }
+ done
+
+ for number in $(seq 1 12); do
+ requirement="$(printf 'RF-%03d' "$number")"
+ grep -q "| ${requirement} |" docs/validation/ruforecast-requirements-evidence.md \
+ || { echo "Missing evidence row for ${requirement}" >&2; exit 1; }
+ done
+ for number in $(seq 1 8); do
+ requirement="$(printf 'FT-%03d' "$number")"
+ grep -q "| ${requirement} |" docs/validation/ruforecast-requirements-evidence.md \
+ || { echo "Missing evidence row for ${requirement}" >&2; exit 1; }
+ done
+ for number in $(seq 1 9); do
+ requirement="$(printf 'PM-%03d' "$number")"
+ grep -q "| ${requirement} |" docs/validation/ruforecast-requirements-evidence.md \
+ || { echo "Missing evidence row for ${requirement}" >&2; exit 1; }
+ done
+
+ python3 - <<'PY'
+ from pathlib import Path
+ import tomllib
+
+ root = Path("v2/crates/ruforecast/crates")
+ core = tomllib.loads((root / "ruforecast-core/Cargo.toml").read_text())
+ model = tomllib.loads((root / "ruforecast-model/Cargo.toml").read_text())
+ train = tomllib.loads((root / "ruforecast-train/Cargo.toml").read_text())
+
+ assert core.get("features", {}).get("default", []) == []
+ assert model["features"]["default"] == [], "model defaults must stay backend-free"
+ assert train["features"]["default"] == [], "train defaults must stay backend-free"
+ assert {"model", "cpu", "cuda", "wgpu", "ruvector"} <= model["features"].keys()
+ assert {"cpu", "cuda", "training", "cli", "server", "fal-client"} <= train["features"].keys()
+ assert {"model", "dep:burn-ndarray"} <= set(model["features"]["cpu"])
+ assert {"model", "dep:burn-cuda"} <= set(model["features"]["cuda"])
+ assert {"model", "dep:burn-wgpu"} <= set(model["features"]["wgpu"])
+ assert "dep:ruvector-core" in model["features"]["ruvector"]
+ assert {"ruforecast-model/cpu", "training"} <= set(train["features"]["cpu"])
+ assert {"ruforecast-model/cuda", "training"} <= set(train["features"]["cuda"])
+
+ bins = {entry["name"]: entry for entry in train.get("bin", [])}
+ assert bins["ruforecast"]["required-features"] == ["cli"]
+
+ model_benches = {entry["name"]: entry for entry in model.get("bench", [])}
+ train_benches = {entry["name"]: entry for entry in train.get("bench", [])}
+ assert model_benches["forecast_inference"]["harness"] is False
+ assert model_benches["forecast_inference"]["required-features"] == ["cpu"]
+ assert train_benches["data_pipeline"]["harness"] is False
+ assert train_benches["data_pipeline"]["required-features"] == ["cpu"]
+ PY
+
+ - name: Check formatting for forecast packages only
+ working-directory: v2/crates/ruforecast
+ run: >-
+ cargo +1.89.0 fmt
+ -p ruforecast-core
+ -p ruforecast-model
+ -p ruforecast-train
+ -- --check
+
+ - name: Prove feature-off graph excludes Burn and CubeCL
+ working-directory: v2/crates/ruforecast
+ shell: bash
+ run: |
+ set -euo pipefail
+ : > forecast-feature-off-tree.txt
+ for package in ruforecast-core ruforecast-model ruforecast-train; do
+ cargo +1.89.0 tree --locked -e normal,build -p "$package" --no-default-features \
+ >> forecast-feature-off-tree.txt
+ done
+ if grep -Eiq '(^|[[:space:]])(burn|cubecl)(-|[[:space:]])' forecast-feature-off-tree.txt; then
+ echo 'Burn/CubeCL entered the Rust 1.89 feature-off dependency graph.' >&2
+ cat forecast-feature-off-tree.txt >&2
+ exit 1
+ fi
+
+ - name: Check feature-off packages
+ working-directory: v2/crates/ruforecast
+ run: >-
+ cargo +1.89.0 check --locked
+ -p ruforecast-core
+ -p ruforecast-model
+ -p ruforecast-train
+ --no-default-features --all-targets
+
+ - name: Test model-neutral core
+ working-directory: v2/crates/ruforecast
+ run: >-
+ cargo +1.89.0 test --locked
+ -p ruforecast-core
+ --no-default-features --lib --tests
+
+ - name: Test model contracts without a model backend
+ working-directory: v2/crates/ruforecast
+ run: >-
+ cargo +1.89.0 test --locked
+ -p ruforecast-model
+ --no-default-features --lib --tests
+
+ - name: Test RuVector retrieval boundary without a model backend
+ working-directory: v2/crates/ruforecast
+ run: >-
+ cargo +1.89.0 test --locked
+ -p ruforecast-model
+ --no-default-features --features ruvector --lib --tests
+
+ - name: Clippy RuVector retrieval boundary
+ working-directory: v2/crates/ruforecast
+ run: >-
+ cargo +1.89.0 clippy --locked
+ -p ruforecast-model
+ --no-default-features --features ruvector --all-targets -- -D warnings
+
+ - name: Clippy forecast packages without backend features
+ working-directory: v2/crates/ruforecast
+ run: >-
+ cargo +1.89.0 clippy --locked
+ -p ruforecast-core
+ -p ruforecast-model
+ -p ruforecast-train
+ --no-default-features --all-targets -- -D warnings
+
+ - name: Upload feature-off dependency tree
+ if: always()
+ uses: actions/upload-artifact@ea165f8d65b6e75b540449e92b4886f43607fa02
+ with:
+ name: ruforecast-feature-off-tree
+ path: v2/crates/ruforecast/forecast-feature-off-tree.txt
+ if-no-files-found: error
+
+ hosted-boundaries-rust-189:
+ name: Forecast hosted boundaries and privacy contract (Rust 1.89)
+ runs-on: ubuntu-latest
+ timeout-minutes: 45
+ steps:
+ - name: Checkout recursively
+ uses: actions/checkout@11d5960a326750d5838078e36cf38b85af677262
+ with:
+ persist-credentials: false
+ submodules: recursive
+
+ - name: Install Rust 1.89 with Clippy
+ uses: dtolnay/rust-toolchain@4cda84d5c5c54efe2404f9d843567869ab1699d4
+ with:
+ toolchain: 1.89.0
+ components: clippy
+
+ - name: Cache Cargo artifacts
+ uses: Swatinem/rust-cache@e18b497796c12c097a38f9edb9d0641fb99eee32
+ with:
+ workspaces: v2/crates/ruforecast
+ key: ruforecast-hosted-rust-189
+
+ - name: Enforce clean-room source, secret, and hosted-wire boundary
+ shell: bash
+ run: |
+ set -euo pipefail
+ python3 - <<'PY'
+ from pathlib import Path
+ import re
+ import sys
+
+ roots = [
+ Path("v2/crates/ruforecast/crates/ruforecast-core"),
+ Path("v2/crates/ruforecast/crates/ruforecast-model"),
+ Path("v2/crates/ruforecast/crates/ruforecast-train"),
+ ]
+ text_suffixes = {".json", ".py", ".rs", ".sh", ".toml", ".yaml", ".yml"}
+ forbidden_source = re.compile(r"(?i)\b(?:times[ _-]?fm|google[ _/-]?research)\b")
+ secret_patterns = {
+ "private key": re.compile(r"-----BEGIN (?:RSA |EC |OPENSSH )?PRIVATE KEY-----"),
+ "AWS access key": re.compile(r"\bAKIA[0-9A-Z]{16}\b"),
+ "JWT": re.compile(r"\beyJ[A-Za-z0-9_-]{8,}\.[A-Za-z0-9_-]{8,}\.[A-Za-z0-9_-]{8,}\b"),
+ "presigned URL": re.compile(r"(?i)[?&](?:X-Amz-Signature|X-Goog-Signature)="),
+ "literal FAL_KEY": re.compile(r"(?i)\bFAL_KEY\b\s*[:=]\s*['\"][^'$<{\"\n]{8,}['\"]"),
+ }
+ forbidden_blobs = {".ckpt", ".mpk", ".npy", ".npz", ".onnx", ".pt", ".pth", ".safetensors"}
+
+ errors = []
+ for root in roots:
+ for path in root.rglob("*"):
+ if not path.is_file() or "target" in path.parts:
+ continue
+ if path.suffix.lower() in forbidden_blobs:
+ errors.append(f"forbidden checked-in model/data blob: {path}")
+ continue
+ if path.suffix.lower() not in text_suffixes:
+ continue
+ text = path.read_text(encoding="utf-8")
+ if forbidden_source.search(text):
+ errors.append(f"forbidden clean-room source/import reference: {path}")
+ for label, pattern in secret_patterns.items():
+ if pattern.search(text):
+ errors.append(f"possible {label} in {path}")
+
+ fal_source = Path("v2/crates/ruforecast/crates/ruforecast-train/src/fal.rs").read_text()
+ for struct_name in ("HostedOptimizer", "HostedBudget", "HostedSyntheticPayload"):
+ match = re.search(
+ rf"pub struct {struct_name}\s*\{{(?P.*?)^\}}",
+ fal_source,
+ flags=re.MULTILINE | re.DOTALL,
+ )
+ if match is None:
+ errors.append(f"missing hosted wire struct: {struct_name}")
+ continue
+ body = match.group("body")
+ fields = re.findall(r"^\s*pub\s+([A-Za-z0-9_]+)\s*:", body, re.MULTILINE)
+ forbidden_fields = (
+ "account", "data_policy", "dataset", "device", "identity", "path",
+ "person", "room", "session", "site", "split", "subject", "tenant",
+ "workspace",
+ )
+ for field in fields:
+ lowered = field.lower()
+ if any(fragment in lowered for fragment in forbidden_fields):
+ errors.append(f"forbidden hosted field {struct_name}.{field}")
+ if "bytes" in lowered and field not in {
+ "max_artifact_bytes",
+ "max_memory_bytes",
+ }:
+ errors.append(f"unapproved hosted byte field {struct_name}.{field}")
+ if "DataPolicy" in body:
+ errors.append(f"DataPolicy entered hosted wire struct {struct_name}")
+
+ if errors:
+ print("\n".join(errors), file=sys.stderr)
+ raise SystemExit(1)
+ PY
+
+ - name: Enforce tracked-data policy
+ run: |
+ set -euo pipefail
+ bash scripts/csi-data-policy-check.sh --self-test
+ bash scripts/csi-data-policy-check.sh --tracked
+
+ - name: Validate minimal fal deployment archive policy
+ run: >-
+ python3
+ v2/crates/ruforecast/crates/ruforecast-train/deploy/fal/deploy.py
+ self-test
+
+ - name: Prove hosted feature graph excludes Burn and CubeCL
+ working-directory: v2/crates/ruforecast
+ shell: bash
+ run: |
+ set -euo pipefail
+ cargo +1.89.0 tree --locked -e normal,build \
+ -p ruforecast-train \
+ --no-default-features --features cli,server,fal-client \
+ > forecast-hosted-feature-tree.txt
+ if grep -Eiq '(^|[[:space:]])(burn|cubecl)(-|[[:space:]])' \
+ forecast-hosted-feature-tree.txt; then
+ echo 'Burn/CubeCL entered the Rust 1.89 hosted dependency graph.' >&2
+ cat forecast-hosted-feature-tree.txt >&2
+ exit 1
+ fi
+
+ - name: Require named hosted boundary regressions
+ working-directory: v2/crates/ruforecast
+ shell: bash
+ env:
+ FAL_KEY: ''
+ run: |
+ set -euo pipefail
+ cargo +1.89.0 test --locked \
+ -p ruforecast-train \
+ --no-default-features --features cli,server,fal-client \
+ --lib --bins --tests -- --list \
+ | tee hosted-boundary-tests.txt
+ for regression in \
+ fal_app_rejects_path_and_host_confusion \
+ fal_urls_require_exact_origin_path_and_no_query \
+ fal_submit_headers_disable_retry_and_omit_store_io \
+ hosted_payload_dto_has_no_customer_fields \
+ queue_status_discards_provider_error_body \
+ result_url_accepts_exact_response_suffix \
+ artifact_file_url_uses_expected_api_path \
+ fal_key_debug_is_redacted \
+ hosted_payload_rejects_app_field \
+ hosted_reservation_cannot_exceed_source_retention \
+ artifact_handoff_expiry_boundary_is_fail_closed \
+ fal_result_enforces_cumulative_artifact_budget_boundary \
+ fal_download_rejects_over_budget_without_writing \
+ direct_server_train_requires_request_id_header \
+ request_id_rejects_path_injection \
+ unknown_cancel_is_not_success \
+ privacy_external_dataset_payload_is_denied; do
+ grep -q "$regression" hosted-boundary-tests.txt \
+ || { echo "Missing hosted boundary regression: $regression" >&2; exit 1; }
+ done
+
+ - name: Exercise hosted external-data rejection
+ working-directory: v2/crates/ruforecast
+ env:
+ FAL_KEY: ''
+ run: >-
+ cargo +1.89.0 test --locked
+ -p ruforecast-train
+ --no-default-features --features cli,server,fal-client
+ privacy_external_dataset_payload_is_denied
+
+ - name: Test server and fal client with mock integrations
+ working-directory: v2/crates/ruforecast
+ env:
+ FAL_KEY: ''
+ run: >-
+ cargo +1.89.0 test --locked
+ -p ruforecast-train
+ --no-default-features --features cli,server,fal-client
+ --lib --bins --tests
+
+ - name: Clippy server and fal client boundaries
+ working-directory: v2/crates/ruforecast
+ env:
+ FAL_KEY: ''
+ run: >-
+ cargo +1.89.0 clippy --locked
+ -p ruforecast-train
+ --no-default-features --features cli,server,fal-client
+ --all-targets -- -D warnings
+
+ - name: Clippy standalone CLI feature boundary
+ working-directory: v2/crates/ruforecast
+ env:
+ FAL_KEY: ''
+ run: >-
+ cargo +1.89.0 clippy --locked
+ -p ruforecast-train
+ --no-default-features --features cli
+ --bin ruforecast -- -D warnings
+
+ - name: Upload hosted dependency tree
+ if: always()
+ uses: actions/upload-artifact@ea165f8d65b6e75b540449e92b4886f43607fa02
+ with:
+ name: ruforecast-hosted-feature-tree
+ path: v2/crates/ruforecast/forecast-hosted-feature-tree.txt
+ if-no-files-found: error
+
+ burn-cpu-rust-192:
+ name: Forecast Burn CPU tests and bench compile (Rust 1.92)
+ runs-on: ubuntu-latest
+ timeout-minutes: 90
+ steps:
+ - name: Checkout recursively
+ uses: actions/checkout@11d5960a326750d5838078e36cf38b85af677262
+ with:
+ persist-credentials: false
+ submodules: recursive
+
+ - name: Install Rust 1.92 with Clippy
+ uses: dtolnay/rust-toolchain@4cda84d5c5c54efe2404f9d843567869ab1699d4
+ with:
+ toolchain: 1.92.0
+ components: clippy
+
+ - name: Cache Cargo artifacts
+ uses: Swatinem/rust-cache@e18b497796c12c097a38f9edb9d0641fb99eee32
+ with:
+ workspaces: v2/crates/ruforecast
+ key: ruforecast-rust-192-cpu
+
+ - name: Test model with Burn CPU backend
+ working-directory: v2/crates/ruforecast
+ run: >-
+ cargo +1.92.0 test --locked
+ -p ruforecast-model
+ --no-default-features --features cpu --lib --tests
+
+ - name: Test trainer and CLI with Burn CPU backend
+ working-directory: v2/crates/ruforecast
+ run: >-
+ cargo +1.92.0 test --locked
+ -p ruforecast-train
+ --no-default-features --features cpu,cli --lib --bins
+
+ - name: Run one-step local JSONL training smoke
+ working-directory: v2/crates/ruforecast
+ run: >-
+ cargo +1.92.0 test --locked
+ -p ruforecast-train
+ --no-default-features --features cpu
+ --test local_jsonl_smoke --
+ --exact local_hash_addressed_jsonl_executes_one_real_optimizer_step
+
+ - name: Run idempotent synthetic CLI training smoke
+ working-directory: v2/crates/ruforecast
+ run: >-
+ cargo +1.92.0 test --locked
+ -p ruforecast-train
+ --no-default-features --features cpu,cli
+ --test cli_smoke --
+ --exact cli_smoke_trains_and_writes_the_complete_candidate_set
+
+ - name: Test combined CPU and hosted feature surface
+ working-directory: v2/crates/ruforecast
+ env:
+ FAL_KEY: ''
+ run: >-
+ cargo +1.92.0 test --locked
+ -p ruforecast-train
+ --no-default-features --features cpu,cli,server,fal-client
+ --lib --bins
+
+ - name: Clippy model with Burn CPU backend
+ working-directory: v2/crates/ruforecast
+ run: >-
+ cargo +1.92.0 clippy --locked
+ -p ruforecast-model
+ --no-default-features --features cpu --all-targets -- -D warnings
+
+ - name: Clippy trainer and CLI with Burn CPU backend
+ working-directory: v2/crates/ruforecast
+ env:
+ FAL_KEY: ''
+ run: >-
+ cargo +1.92.0 clippy --locked
+ -p ruforecast-train
+ --no-default-features --features cpu,cli,server,fal-client
+ --all-targets -- -D warnings
+
+ - name: Compile forecast inference benchmark
+ working-directory: v2/crates/ruforecast
+ run: >-
+ cargo +1.92.0 bench --locked
+ -p ruforecast-model
+ --no-default-features --features cpu
+ --bench forecast_inference --no-run
+
+ - name: Compile forecast data-pipeline benchmark
+ working-directory: v2/crates/ruforecast
+ run: >-
+ cargo +1.92.0 bench --locked
+ -p ruforecast-train
+ --no-default-features --features cpu
+ --bench data_pipeline --no-run
+
+ - name: Run quick inference benchmark for trend visibility
+ continue-on-error: true
+ timeout-minutes: 15
+ working-directory: v2/crates/ruforecast
+ run: |
+ set -o pipefail
+ mkdir -p ../../bench-out/ruforecast
+ cargo +1.92.0 bench --locked \
+ -p ruforecast-model \
+ --no-default-features --features cpu \
+ --bench forecast_inference -- \
+ --warm-up-time 1 --measurement-time 2 --sample-size 10 \
+ | tee ../../bench-out/ruforecast/forecast-inference.txt
+
+ - name: Run quick data-pipeline benchmark for trend visibility
+ continue-on-error: true
+ timeout-minutes: 15
+ working-directory: v2/crates/ruforecast
+ run: |
+ set -o pipefail
+ mkdir -p ../../bench-out/ruforecast
+ cargo +1.92.0 bench --locked \
+ -p ruforecast-train \
+ --no-default-features --features cpu \
+ --bench data_pipeline -- \
+ --warm-up-time 1 --measurement-time 2 --sample-size 10 \
+ | tee ../../bench-out/ruforecast/data-pipeline.txt
+
+ - name: Upload informational benchmark logs
+ if: always()
+ uses: actions/upload-artifact@ea165f8d65b6e75b540449e92b4886f43607fa02
+ with:
+ name: ruforecast-informational-cpu-benchmarks
+ path: bench-out/ruforecast/
+ if-no-files-found: warn
+
+ burn-cuda-compile-rust-192:
+ name: Forecast Burn CUDA/WGPU compile checks only (Rust 1.92)
+ runs-on: ubuntu-latest
+ timeout-minutes: 60
+ steps:
+ - name: Checkout recursively
+ uses: actions/checkout@11d5960a326750d5838078e36cf38b85af677262
+ with:
+ persist-credentials: false
+ submodules: recursive
+
+ - name: Install Rust 1.92
+ uses: dtolnay/rust-toolchain@4cda84d5c5c54efe2404f9d843567869ab1699d4
+ with:
+ toolchain: 1.92.0
+
+ - name: Cache Cargo artifacts
+ uses: Swatinem/rust-cache@e18b497796c12c097a38f9edb9d0641fb99eee32
+ with:
+ workspaces: v2/crates/ruforecast
+ key: ruforecast-rust-192-cuda-check
+
+ - name: Check model CUDA feature
+ working-directory: v2/crates/ruforecast
+ run: >-
+ cargo +1.92.0 check --locked
+ -p ruforecast-model
+ --no-default-features --features cuda --lib
+
+ - name: Check model WGPU feature
+ working-directory: v2/crates/ruforecast
+ run: >-
+ cargo +1.92.0 check --locked
+ -p ruforecast-model
+ --no-default-features --features wgpu --lib
+
+ - name: Check trainer CUDA and hosted-server feature combination
+ working-directory: v2/crates/ruforecast
+ env:
+ FAL_KEY: ''
+ run: >-
+ cargo +1.92.0 check --locked
+ -p ruforecast-train
+ --no-default-features --features cuda,cli,server
+ --lib --bins
diff --git a/.gitmodules b/.gitmodules
index 39ef969a3..312c1b9bf 100644
--- a/.gitmodules
+++ b/.gitmodules
@@ -33,3 +33,7 @@
path = vendor/metaharness
url = https://github.com/ruvnet/metaharness
branch = main
+[submodule "v2/crates/ruforecast"]
+ path = v2/crates/ruforecast
+ url = https://github.com/ruvnet/RuForecast.git
+ branch = main
diff --git a/docs/adr/ADR-348-independent-rust-multivariate-forecasting.md b/docs/adr/ADR-348-independent-rust-multivariate-forecasting.md
new file mode 100644
index 000000000..50272fe23
--- /dev/null
+++ b/docs/adr/ADR-348-independent-rust-multivariate-forecasting.md
@@ -0,0 +1,336 @@
+# ADR-348: Independent Rust multivariate forecasting for RuView
+
+- **Status**: Proposed
+- **Date**: 2026-09-01
+- **Deciders**: ruv
+- **Owners**: RuView perception, model, security, and data-governance maintainers
+- **Tags**: forecasting, rust, ruvector, temporal, uncertainty, clean-room, provenance
+- **Extends**: ADR-016, ADR-020, ADR-145, ADR-273, ADR-282, ADR-295,
+ ADR-298, ADR-302, ADR-304, ADR-317, ADR-318, ADR-319
+- **Supersedes**: None
+
+## Executive decision
+
+RuView will develop an independently specified and independently trained Rust
+multivariate forecasting subsystem. It will forecast bounded, versioned
+temporal feature streams, publish calibrated quantiles and an explicit
+abstention state, optionally use a split-safe RuVector analogue index, and
+remain advisory until all release gates in this ADR pass.
+
+This is not a port, compatibility layer, distillation, or behavioural clone of
+Google TimesFM. The implementation API is derived from RuView requirements.
+Its weights must descend from an approved random initialization and approved
+training data only.
+
+**Evidence status at proposal:** the forecasting accuracy, false-alert
+reduction, calibration, CPU latency, memory use, cross-building generalization,
+and operational value described below are all **UNMEASURED targets**. This ADR
+authorizes implementation and evaluation; it makes no `MEASURED` capability
+claim and approves no production model.
+
+## Context
+
+RuView currently observes present and recent RF state. Forecasting could add a
+separate answer to questions such as whether a feature trajectory is consistent
+with real occupancy, whether motion is likely to transition between zones, or
+whether a radio link is degrading. A forecast is not a sensor observation. It
+is derived evidence with uncertainty and must never overwrite the immutable
+observation that produced it.
+
+TimesFM 3 is useful research context because its public description discusses
+multivariate targets, past covariates, known-future covariates, probabilistic
+outputs, temporal patching, and cross-series attention. Its licensing creates
+two distinct surfaces:
+
+- the Google TimesFM source repository states that source code is Apache-2.0;
+- the TimesFM 3 pretrained weights are distributed under a separate
+ non-commercial, non-production license that also restricts commercial
+ training, fine-tuning, and distillation from the model.
+
+An Apache-compliant Rust port would be a permissible but attributed derivative
+source path, subject to its exact license obligations. It would not support the
+strongest independent-development claim. Using the restricted TimesFM 3 model
+or its outputs to create a RuView commercial model is outside this ADR. The
+project therefore chooses the stricter clean-room protocol in
+[`../security/ruview-forecast-clean-room.md`](../security/ruview-forecast-clean-room.md).
+
+Clean-room controls reduce copyright, contract, and provenance risk. They do
+not establish freedom to operate against patents, clear trademarks, approve a
+dataset, or replace legal review in a launch jurisdiction.
+
+## Options considered
+
+1. **Use the TimesFM 3 checkpoint in RuView.** Rejected for commercial and
+ production use under the current checkpoint license.
+2. **Translate the Apache-licensed implementation into Rust.** Not selected.
+ This can be evaluated under a separate ADR, with attribution and license
+ compliance, but must not be mixed with the independent-development path.
+3. **Build an independent Rust forecasting specialist for RuView.** Chosen.
+ This narrows model scope, keeps inference native, controls provenance, and
+ makes RF-specific evaluation the source of authority.
+4. **Do not add forecasting.** Retained as the deployment baseline. Forecasting
+ must beat simpler deterministic and statistical baselines before acquiring
+ runtime authority.
+
+## Requirements
+
+| ID | Requirement | Verification authority |
+|---|---|---|
+| RF-001 | No TimesFM 3 code, configuration, weights, parameters, outputs, activations, or derivatives enter specification, implementation, training, evaluation feedback, or release artifacts. | Clean-room manifest, contributor attestations, repository and artifact scans |
+| RF-002 | Every contributor, reference, dependency, dataset, transform, training job, and checkpoint has immutable provenance. | Signed provenance manifests and review receipts |
+| RF-003 | Every training byte has documented rights for commercial machine-learning use and applicable privacy approval. | Dataset licensing gate and data-steward approval |
+| RF-004 | The default runtime is native Rust, bounded, offline, deterministic for a fixed artifact/input within the declared platform class, and free of runtime model download. | Unit, property, fuzz, replay, and dependency tests |
+| RF-005 | Inputs and outputs are versioned, finite, bounded, timestamped, mask-aware, and provenance-labelled. Invalid, stale, insufficient, or OOD inputs abstain. | Contract tests and malformed-input corpus |
+| RF-006 | Forecasts remain derived evidence. They cannot rewrite observations, silently increase observation confidence, or be relabelled `MEASURED`. | Schema invariants and evidence-engine tests |
+| RF-007 | Quantile ordering, interval calibration, missing-data behaviour, and abstention are evaluated on leakage-free site/session/device holdouts. | Frozen evaluation manifest and reproducible report |
+| RF-008 | RuVector retrieval is optional, split-scoped, provenance-recorded, and evaluated against the same model without retrieval. | Retrieval isolation tests and paired ablation |
+| RF-009 | RuVLLM may explain or summarize a signed forecast but cannot alter numeric forecasts, bypass policy, spend money, or trigger medical, emergency, access-control, or life-safety action. | Capability tests and downstream policy review |
+| RF-010 | Training on local Linux or a hosted accelerator uses identical signed code, container, data, and configuration identities; the provider is an untrusted processor. | Training receipts and digest comparison |
+| RF-011 | Accuracy, latency, memory, power, and operational claims remain `UNMEASURED` or `CLAIMED` until a named reproducer satisfies the repository evidence contract. | Documentation and release review |
+| RF-012 | Rollout is reversible and cannot advance from offline evaluation to shadow or advisory operation without the mapped gates below. | Signed mode transition and rollback drill |
+
+## Architecture boundary
+
+The initial implementation is split across three crates:
+
+| Crate | Owned responsibility | Dependency/runtime rule |
+|---|---|---|
+| `ruview-forecast-core` | Backend-neutral schemas, invariants, metrics, forecast receipts, and the `Forecaster` trait | No Burn, CUDA, WGPU, provider SDK, sensing-server, or network dependency |
+| `ruview-forecast-model` | Independent Burn 0.21 patch-mixer architecture and artifact execution | CPU, CUDA, and WGPU are explicit optional features; every backend feature is off by default |
+| `ruview-forecast-train` | Dataset manifests/splits, trainer, evaluator, the `ruforecast` CLI, and Linux/fal.ai training assets | Training-only authority; no production activation or sensing-server mutation |
+
+This PR does not connect the forecaster to the sensing server. A shadow bridge
+requires a follow-up change after the core contract and evidence receipt have
+stabilized. Landing crates or passing synthetic tests therefore creates no
+live RuView forecasting capability.
+
+Version one activates only the exact reviewed `tiny_ci` and `large_linux`
+architecture profiles. The model and training boundaries enforce checked
+dimension, parameter, activation-cell, input-cell, and forward multiply-add
+limits per batch. Adding or changing a profile is therefore a reviewed code and
+artifact-schema decision, not untrusted request configuration.
+
+The proposed logical pipeline is:
+
+```text
+authenticated RF observations
+ |
+ v
+versioned one-second feature windows
+ |
+ +----> split-scoped RuVector analogue retrieval (optional)
+ |
+ v
+independent Rust temporal model
+ |
+ v
+point forecast + ordered quantiles + validity mask + abstention
+ |
+ v
+signed derived-evidence record
+ |
+ +----> RuView policy/evidence engine
+ +----> RuVLLM explanation with no numeric mutation authority
+```
+
+The initial feature contract should favour compact one-second summaries rather
+than feeding an unbounded raw CSI stream. Candidate fields include motion
+energy, Doppler summary, amplitude/phase dispersion, coherence, RSSI, packet
+loss, channel utilization, current detector confidence, device temperature,
+and source-validity masks. Each field needs a schema version, physical unit,
+aggregation rule, validity semantics, and provenance. Adding a field is a
+schema change, not an implicit positional extension.
+
+The model may independently combine normalization, temporal patch encoding,
+temporal mixing, cross-stream fusion, and quantile heads. This is a functional
+design space, not permission to reproduce protected source expression,
+checkpoint dimensions, constants, tests, diagrams, or API choices. Exact
+architecture and parameter count remain implementation decisions recorded in
+the model card and training receipt.
+
+## Forecast contract
+
+For each request the runtime returns one typed result, including abstention and
+error paths. The result must identify:
+
+- input schema, feature-window, model, configuration, and calibration digests;
+- source time range, requested horizon, cadence, target streams, and masks;
+- point estimate and declared quantiles for each target/horizon cell;
+- whether quantiles were corrected for crossing and which method was used;
+- OOD, insufficient-context, stale-input, and non-finite dispositions;
+- optional RuVector index version, neighbour identifiers, distances, and
+ leakage-scope receipt;
+- runtime platform class, duration, and peak-memory measurement when enabled;
+- evidence label `DERIVED_FORECAST`, never `MEASURED_OBSERVATION`;
+- deterministic content hash and optional RVF signature.
+
+The runtime rejects non-finite values, duplicate or non-monotonic timestamps,
+unsupported schema versions, unbounded dimensions, invalid quantile requests,
+future covariates without an allowed source, and payloads above configured
+limits. It abstains rather than imputing an authoritative state when history or
+validity coverage is below the model-card threshold.
+
+## RuVector integration
+
+RuVector supplies temporal memory, not ground truth. During training and
+evaluation, each split has a separate index built only from records permitted
+for that split. A test query may retrieve training analogues, but it may never
+retrieve a window from the same subject/session/site holdout, an overlapping
+target horizon, or any test record. Fitted normalizers and retrieval thresholds
+come from training data only.
+
+Every release reports three comparable rows on identical examples:
+
+1. deterministic/statistical baseline;
+2. forecasting model without retrieval;
+3. forecasting model with RuVector retrieval.
+
+This prevents retrieval from hiding a weak model or leaking future state.
+
+## RuVLLM and action authority
+
+RuVLLM consumes an immutable, signed forecast record and may produce an
+explanation referencing its uncertainty and provenance. Its prose is not the
+forecast and receives no higher evidence grade. Numeric values exposed to APIs
+come from the forecasting record, not regenerated text.
+
+No forecast or LLM explanation independently triggers a health alert, emergency
+response, access decision, actuator, firmware change, model promotion, or
+commercial spend. Such actions require a separate governed policy, explicit
+capability, and appropriate observed evidence.
+
+## Training and artifact boundary
+
+Training jobs run from a pinned container or reproducible local environment.
+The receipt binds the source commit, lockfile, compiler, container, datasets,
+transforms, architecture, hyperparameters, seeds, hardware, provider job ID,
+start/end time, and every emitted checkpoint. Hosted workers receive only the
+least data and credentials necessary. Provider caches, logs, retention, and
+reuse rights must pass security and data review before customer-derived data is
+uploaded.
+
+A release artifact is immutable and hash addressed. It is loaded locally after
+signature, schema, size, and compatibility verification. The inference process
+does not fetch models, execute embedded code, accept arbitrary operators, or
+contact the training provider.
+
+## Leakage and evaluation protocol
+
+- Split by deployment/site first, then subject, session, device, and contiguous
+ time block as applicable. No overlapping raw sequence or derived window may
+ cross a split.
+- Freeze test manifests before tuning. A failed test result does not become a
+ new training target; material architecture changes require a new untouched
+ holdout.
+- Fit normalization, calibration, feature selection, thresholds, and RuVector
+ index parameters on training/validation data only.
+- Report missingness, abstention coverage, selective risk, per-horizon errors,
+ interval coverage, quantile loss, and results by site/device/interference
+ regime. Pooled performance cannot hide a failed domain.
+- Compare against last value, seasonal naive, and at least one small classical
+ or recurrent baseline. TimesFM 3 output is not an acceptance oracle.
+- Forecast evaluation does not prove presence, pose, fall, respiration, or
+ medical accuracy. Any downstream claim requires its own labelled protocol.
+
+## Acceptance gates and requirement mapping
+
+Targets below are release criteria, not current results.
+
+| Gate | Requirements | Pass condition | Current state |
+|---|---|---|---|
+| G0 independent-authoring boundary | RF-001, RF-002 | Approved source allowlist; 100% current contributor attestations; zero restricted artifacts or outputs; all similarity findings adjudicated by the clean-room custodian. | **OPEN / UNMEASURED** |
+| G1 data and lineage | RF-002, RF-003, RF-010 | 100% of training/evaluation bytes resolve to approved manifests; zero unknown, noncommercial, research-only, no-ML, or no-derivatives sources; checkpoint lineage reaches approved random initialization; local/hosted receipts bind identical governed inputs. | **OPEN / UNMEASURED** |
+| G2 bounded Rust contract | RF-004, RF-005, RF-006 | Unit/property/fuzz tests cover dimensions, non-finite values, timestamp order, masks, quantile order, stale/OOD/insufficient context, deterministic hashes, offline loading, evidence labels, and resource caps; 24-hour accelerated replay has no panic or unbounded growth. | **OPEN / UNMEASURED** |
+| G3 leakage-free model evidence | RF-007, RF-008, RF-011 | Frozen site/session/device-disjoint report; all baseline and ablation rows present; nominal 80% interval coverage target is 75%-85%; weighted quantile loss target is at least 10% better than seasonal naive; every metric has a reproducer. | **OPEN / TARGETS UNMEASURED** |
+| G4 RuView shadow value | RF-006, RF-007, RF-008, RF-009 | At least 14 days shadow-only; empty-room false-alert target is at least 50% relative reduction without more than 2 percentage points occupied-room recall loss; no safety-critical action authority; drift and abstention reported by deployment. | **OPEN / TARGETS UNMEASURED** |
+| G5 deployment fitness | RF-004, RF-009, RF-010, RF-011, RF-012 | CPU p95 target is at most 1 second for 32 declared streams with peak process memory at most 4 GiB; signed model card/SBOM/provenance; privacy, security, trademark, dataset, and patent reviews; rollback drill; no open severity 1/2 issue. | **OPEN / TARGETS UNMEASURED** |
+
+Failure at any gate keeps the model offline or shadow-only. Passing a software
+gate is not real-hardware evidence and does not convert an accuracy target into
+a measurement.
+
+## Rollout and rollback
+
+The only permitted progression is:
+
+```text
+OFF -> OFFLINE_EVAL -> SHADOW -> ADVISORY
+```
+
+This ADR does not authorize autonomous action. Each transition records actor,
+old/new mode, artifact and configuration digests, evidence report, and reason.
+Regression, provenance failure, calibration drift, security incident, or
+licensing uncertainty returns immediately to `OFF` or `SHADOW` while observed
+RuView sensing continues unchanged.
+
+Rollback deactivates the forecast artifact atomically, clears ephemeral model
+and retrieval state, preserves signed aggregate evidence and incident records,
+and never downgrades or rewrites the raw observation stream.
+
+## Security and privacy
+
+Forecasting can infer routines from occupancy and movement even without raw
+CSI. Feature windows, neighbour identifiers, forecasts, and explanations are
+therefore deployment data subject to purpose limitation, tenant isolation,
+retention, deletion, access control, and audit.
+
+Model artifacts, feature schemas, calibration, indexes, and manifests are
+untrusted until their signature and digest verify. Cardinality, dimensions,
+horizon, context, allocations, execution time, and concurrent requests are
+bounded. Metrics use allowlisted aggregate values and exclude raw CSI, precise
+room coordinates, persistent person identifiers, and unrestricted feature
+payloads.
+
+The detailed authoring, data, AI-tool, incident, trademark, and patent controls
+are normative in
+[`../security/ruview-forecast-clean-room.md`](../security/ruview-forecast-clean-room.md).
+
+## Consequences
+
+### Positive
+
+- RuView gains a provider-neutral predictive evidence primitive with explicit
+ uncertainty and abstention.
+- Rust-native inference can be evaluated on CPU without requiring a Python or
+ cloud runtime in production.
+- RuVector retrieval becomes a measurable ablation rather than an implicit
+ memory claim.
+- Signed provenance supports reproducible Linux and hosted training.
+
+### Negative
+
+- Independent training needs substantial diverse, correctly licensed temporal
+ data and untouched deployment holdouts.
+- Strict source separation and manifests increase contributor and review cost.
+- A plausible forecast can make weak sensing look more authoritative unless
+ downstream evidence labels remain intact.
+- Clean-room development does not remove patent, trademark, privacy, or dataset
+ risk.
+
+### Neutral
+
+- This ADR does not repair an inaccurate upstream presence or pose estimator.
+- It does not approve TimesFM 3 for RuView use.
+- It does not select a final model size, training budget, or hosted provider.
+- No production checkpoint or measured benchmark is created by this decision.
+
+## References
+
+- [TimesFM 3 public research article](https://research.google/blog/timesfm-3-a-zero-shot-foundation-model-for-multivariate-forecasting/)
+- [Google TimesFM repository and source-license notice](https://github.com/google-research/timesfm)
+- [TimesFM 3 checkpoint license](https://huggingface.co/google/timesfm-3.0-pytorch/blob/main/LICENSE)
+- [Apache License 2.0](https://www.apache.org/licenses/LICENSE-2.0)
+- [17 U.S.C. section 102](https://www.copyright.gov/title17/92chap1.html)
+- [USPTO Patent Public Search](https://www.uspto.gov/patents/search/patent-public-search)
+- [USPTO comprehensive trademark clearance](https://www.uspto.gov/trademarks/search/comprehensive-clearance-search-similar-trademarks)
+- [RuView Forecast clean-room protocol](../security/ruview-forecast-clean-room.md)
+- [RuView Forecast model-card template](../huggingface/RUVIEW_FORECAST_MODEL_CARD_TEMPLATE.md)
+- [ADR-145](./ADR-145-ablation-eval-harness-privacy-leakage.md)
+- [ADR-282](./ADR-282-ruview-ecosystem-positioning.md)
+- [ADR-295](./ADR-295-source-provenance-state-machine.md)
+- [ADR-298](./ADR-298-model-release-sanity-gates.md)
+- [ADR-302](./ADR-302-out-of-distribution-detection.md)
+- [ADR-304](./ADR-304-evidence-engine.md)
+- [ADR-317](./ADR-317-benchmark-multi-domain-scorecard.md)
+- [ADR-318](./ADR-318-capability-certificates.md)
+- [ADR-319](./ADR-319-witness-chain.md)
diff --git a/docs/adr/ADR-349-governed-local-and-fal-forecast-training.md b/docs/adr/ADR-349-governed-local-and-fal-forecast-training.md
new file mode 100644
index 000000000..caafd240f
--- /dev/null
+++ b/docs/adr/ADR-349-governed-local-and-fal-forecast-training.md
@@ -0,0 +1,231 @@
+# ADR-349: Governed local and fal.ai forecast training
+
+- **Status**: Proposed
+- **Date**: 2026-09-01
+- **Deciders**: ruv
+- **Owners**: RuView forecast training, security, and release maintainers
+- **Tags**: forecasting, training, fal, rust, receipts, idempotency, cost-control
+- **Parent**: ADR-348
+- **Extends**: ADR-010, ADR-145, ADR-298, ADR-319, ADR-348
+- **Supersedes**: None
+
+## Decision
+
+RuView Forecast will use one Rust training engine behind two deliberately
+different request boundaries. The local Linux request may bind a governed,
+hash-addressed RuView JSONL shard. Hosted v1 accepts only a bounded,
+deterministic synthetic generator recipe. It cannot serialize a local
+`TrainSpec`, `DataPolicy`, path, dataset bytes, tenant/account/workspace/site/
+device/session identity, split receipt, or RuVector namespace.
+
+The fal.ai path is a bounded execution adapter, not a remote shell. It may
+train the fixed synthetic profile and export fixed artifact kinds, but it may
+not choose an arbitrary command, executable, container, URL, environment
+variable, output path, or release action. A later real-data hosted path needs a
+new accepted ADR, provider/privacy review, and an operator-signed export grant;
+it is intentionally not implemented here.
+
+Every hosted result is untrusted and quarantined until it is exported with a
+complete receipt, downloaded through the authenticated provider channel,
+re-hashed locally, scanned, and bound to the original request. Only the local
+release boundary may sign or activate it. Signing keys never enter fal.ai.
+
+This ADR delegates dataset rights, clean-room evidence, model-card, patent,
+trademark, and production gates to [ADR-348](./ADR-348-independent-rust-multivariate-forecasting.md)
+and the [clean-room protocol](../security/ruview-forecast-clean-room.md).
+
+**Evidence status:** typed local and hosted configuration, root-confined file
+verification, atomic fixed-kind artifact publication, and cooperative
+cancellation source surfaces exist. End-to-end local training and mock hosted
+transport are software-testable in this change. Real fal.ai execution,
+provider cancellation, cost reconciliation, quarantine promotion, and local
+signature verification remain **UNMEASURED and unapproved** until their named
+acceptance evidence exists.
+
+## Context
+
+The same training engine needs to run on a 128 GiB Linux workstation and on an
+optional hosted accelerator without creating two architecture lineages. A
+generic remote-command interface would allow request data to become executable
+authority, make cost difficult to bound, and weaken cancellation. Sending a
+general local request to fal would also expose governance and customer
+identifiers that the hosted smoke path does not need.
+
+The initial `ruview-forecast-train` crate already separates three relevant
+modules:
+
+| Module | Current contract |
+|---|---|
+| [`config.rs`](../../v2/crates/ruview-forecast-train/src/config.rs) | `TrainingRequest`, `ValidatedTrainingRequest`, bounded `JobId`, root-relative dataset path, exact size/SHA-256, named model profiles, typed CPU/CUDA choice, and bounded optimizer values; unknown fields are denied |
+| [`artifact.rs`](../../v2/crates/ruview-forecast-train/src/artifact.rs) | verified open dataset handle, root confinement, fixed `Model`/`Manifest`/`Receipt`/`Checkpoint` kinds, atomic writes, content descriptors, and conflict-on-different-bytes idempotency |
+| [`cancel.rs`](../../v2/crates/ruview-forecast-train/src/cancel.rs) | `Cancellation`, `CancelToken`, and cooperative cancellation checks for batch/checkpoint boundaries |
+
+The training crate features keep `cli`, `server`, `fal-client`, `cpu`, and
+`cuda` explicit, with default features empty. WGPU remains a model-crate
+inference backend and is not advertised as a training runner. The `ruforecast`
+binary requires the `cli` feature. Source presence is not execution evidence.
+
+## Typed execution contracts
+
+The non-serializable trusted `TrainingRequest` is built locally from a
+size-bounded `LocalTrainingRequestWire`. It contains:
+
+- stable job identity;
+- a constructor-validated local split/horizon/normalization `TrainSpec`;
+- either a root-relative dataset identity with exact byte count and SHA-256,
+ or a deterministic synthetic recipe;
+- one allowlisted model capacity profile and compiled-in local backend;
+- bounded optimizer, checkpoint cadence, seed, memory, step, time, checkpoint,
+ and artifact budgets.
+
+Local JSON and TOML deny unknown fields. Dataset paths resolve below an
+operator-configured root, and the exact regular file remains open after
+size/hash verification to avoid replacement between validation and use. JSONL
+windows are decoded incrementally with per-line and per-window caps rather
+than loading the full shard into memory.
+
+The distinct `HostedSyntheticRequestV1` contains only a schema version,
+idempotency/request digests, a fixed model profile, deterministic generator
+parameters and seed, bounded optimizer/resource caps, and public build
+identities. Its constructor needs a non-serializable core governance authority
+proving that the synthetic recipe is the approved hosted source. Hosted v1 has
+no external dataset field.
+
+Neither request contains a shell string, argument vector, executable path,
+container/image selector, package installer, arbitrary URL, callback URL,
+environment map, secret, source fragment, or unrestricted output name.
+
+The local client maps `HostedSyntheticRequestV1` to one allowlisted,
+process-configured fal app and pre-deployed content-addressed worker image. The
+caller cannot override the app, machine, worker entry point, or artifact
+destination. The endpoint returns typed status or artifact descriptors only.
+Provider paths are derived from validated job identity and fixed artifact
+kinds, then downloaded through the authenticated fal Platform Files API; they
+are not accepted as remote URLs or local paths.
+
+The deploy wrapper builds from an allowlisted `git archive`, selects the exact
+`fal_app.py::run_server` symbol, and passes `--auth private` for both `fal run`
+and `fal deploy`; ephemeral Fal runs otherwise default to public. Hosted v1
+retains only bounded synthetic request/result metadata so its typed queue result
+can be reconciled. It sets `X-Fal-No-Retry: 1` and a bounded timeout rather than
+claiming that `X-Fal-Store-IO: 0` or an unverified lifecycle header protects
+the result. A live unauthenticated 401/403 probe and provider retention/deletion
+reconciliation remain blocking operational evidence.
+
+## Idempotency and cost authority
+
+The local effective idempotency identity is:
+
+```text
+job_id + canonical request digest + source commit + lockfile digest
++ container digest + dataset/split digest + initial-weight digest
+```
+
+Hosted v1 replaces `dataset/split digest` with the canonical synthetic-recipe
+digest. No local governance identifier is part of, or derivable from, the
+hosted payload.
+
+Repeating an identical completed request returns the existing verified receipt
+and descriptors. Reusing `job_id` with any different governed input fails as a
+conflict. A retry after an ambiguous network failure must first query the same
+provider job; it must not silently create a second billable run.
+
+Before hosted submission, the caller sets explicit maximum steps, wall-clock
+time, memory, checkpoint count, export bytes, and billable units. Submission
+also requires an explicit local spend-approval record bound to the request
+digest and maximum units. The adapter rejects a request when its configured
+cap exceeds that approval. The final receipt records estimated and actual
+provider units/cost when the provider supplies them, the price source/time,
+and whether the amount is final or provider-reported. A provider estimate is
+`CLAIMED`, never `MEASURED`, until reconciled against a bill.
+
+No automatic retry may increase the approved budget. Budget changes create a
+new signed authorization record. The initial wire carries operator ceilings
+for wall time, billable seconds, and micro-USD, but it does not yet bind a
+provider price quote or reconcile a final provider ledger. Monetary enforcement
+therefore remains an operator/Fal-account control and the production hosted
+spend gate stays open.
+
+## Cancellation and checkpoints
+
+Cancellation is cooperative and idempotent:
+
+1. Local signal or authenticated hosted cancel marks one `job_id` cancelled.
+2. Training checks `Cancellation` at every batch boundary and before/after each
+ checkpoint/export boundary.
+3. A cancellation checkpoint is committed atomically when safe and within the
+ artifact budget; a partial file never becomes a valid artifact.
+4. The terminal receipt records `cancelled`, the last completed epoch/step,
+ checkpoint digest, provider state, elapsed resource units, and final known
+ cost.
+5. Repeating cancel returns the same terminal state.
+
+Cancellation does not promise immediate GPU termination. Cancellation latency,
+checkpoint durability, and residual provider billing are **UNMEASURED** until a
+real fal.ai run supplies a receipt. A timeout or lost cancellation response
+keeps the job and any output quarantined.
+
+## Export, quarantine, and local signing
+
+The worker may emit only the fixed artifact set from `ArtifactKind`:
+
+| Kind | Required purpose |
+|---|---|
+| `Model` | Burn model record bytes |
+| `Manifest` | architecture, data/split, seed, build, and clean-room identity |
+| `Receipt` | request, environment, metrics, cost, status, and export lineage |
+| `Checkpoint` | final or cancellation-time model weights; v1 does not claim optimizer/cursor resume |
+
+Every descriptor includes kind, size, and SHA-256. Export acceptance requires
+all mandatory descriptors, bounded lengths, exact hashes, the expected job and
+request digest, no duplicate kind, and a terminal status consistent with the
+artifact set.
+
+Downloaded files enter a non-executable quarantine outside the model search
+path. Local verification repeats envelope/schema/size/hash checks, SBOM and
+malware/policy scans, clean-room declarations, dataset/split lineage, metric
+labels, and parent-checkpoint validation. No provider output may update a
+symlink, current-model pointer, RuVector index, sensing server, or release tag.
+
+After quarantine passes, an authorized local signer binds the exact export
+receipt and artifact digests to an `ArtifactReceipt` and release manifest. The
+signature records algorithm, public key ID, signer capability, and time. Fal.ai
+receives no private signing material and cannot promote its own output. The
+current core supplies canonical digests and receipts, not a complete release
+signature implementation; signature-backed activation remains open.
+
+## Requirements and acceptance
+
+| ID | Requirement | ADR-348 gate | Acceptance evidence | Current state |
+|---|---|---|---|---|
+| FT-001 | Local and hosted adapters invoke the same model/trainer implementation while using intentionally separate local-data and hosted-synthetic request schemas. | G1 | Shared-engine tests plus hosted DTO exclusion and recipe-digest binding tests | **OPEN / UNMEASURED** |
+| FT-002 | No request field or endpoint can select arbitrary code, command, image, URL, environment, or output path. | G2 | Schema negatives, endpoint capability test, dependency review | **OPEN / UNMEASURED** |
+| FT-003 | Job/request idempotency prevents duplicate execution and conflicts on changed governed input. | G1, G5 | Concurrent/retry/lost-response tests with provider job query | **OPEN / UNMEASURED** |
+| FT-004 | Hosted execution has explicit non-escalating resource and monetary caps with estimated/actual cost receipts. | G5 | Over-budget rejection and reconciled provider-bill fixture plus real-run receipt | **OPEN / UNMEASURED** |
+| FT-005 | Cancellation is authenticated, cooperative, idempotent, checkpoint-safe, and terminally receipted. | G2, G5 | Local property tests and a real hosted cancellation drill | **OPEN / UNMEASURED** |
+| FT-006 | Export is fixed-kind, bounded, complete, hash-verified, and bound to request/job/environment. | G1, G2 | Missing/duplicate/truncated/tampered export tests | **OPEN / UNMEASURED** |
+| FT-007 | Hosted outputs remain quarantined until local verification and local-only signing succeed. | G1, G5 | Promotion-denial tests, signing-key absence check, rollback drill | **OPEN / UNMEASURED** |
+| FT-008 | Hosted v1 receives synthetic inputs only; provider credentials, logs, retention, region, output reuse, and deletion satisfy ADR-348 privacy/security approval before any real run. | G1, G5 | Hosted DTO exclusion tests, provider review, and deletion/export receipts | **OPEN / UNMEASURED** |
+
+No successful unit test closes a hosted gate. G5 requires one bounded real
+fal.ai run, one cancellation drill, one ambiguous-retry/idempotency drill, cost
+reconciliation, quarantine rejection of a tampered export, and local signature
+verification over the accepted artifact. Until then fal.ai support is a typed
+software surface, not an operational capability claim.
+
+## Consequences
+
+The design gives local and hosted training one auditable lineage and keeps
+provider output below local release authority. It adds receipt, budget,
+quarantine, and signing work, and cooperative cancellation may still incur
+provider cost. If a hosted provider cannot support bounded idempotent status,
+export, cancellation, and deletion, the Linux path remains the only approved
+training environment.
+
+## References
+
+- [ADR-348](./ADR-348-independent-rust-multivariate-forecasting.md)
+- [RuView Forecast clean-room protocol](../security/ruview-forecast-clean-room.md)
+- [`ruview-forecast-train` manifest](../../v2/crates/ruview-forecast-train/Cargo.toml)
+- [`ruview-forecast-core` receipts](../../v2/crates/ruview-forecast-core/src/receipt.rs)
+- [`ruview-forecast-model` public artifact boundary](../../v2/crates/ruview-forecast-model/src/lib.rs)
diff --git a/docs/adr/ADR-350-ruvector-predictive-memory-and-ruvllm-boundary.md b/docs/adr/ADR-350-ruvector-predictive-memory-and-ruvllm-boundary.md
new file mode 100644
index 000000000..675eeeff0
--- /dev/null
+++ b/docs/adr/ADR-350-ruvector-predictive-memory-and-ruvllm-boundary.md
@@ -0,0 +1,217 @@
+# ADR-350: RuVector predictive memory and RuVLLM authority boundary
+
+- **Status**: Proposed
+- **Date**: 2026-09-01
+- **Deciders**: ruv
+- **Owners**: RuView forecast, RuVector, evidence, and RuVLLM integration maintainers
+- **Tags**: forecasting, ruvector, ruvllm, retrieval, memory, receipts, authority
+- **Parent**: ADR-348
+- **Extends**: ADR-004, ADR-010, ADR-016, ADR-145, ADR-261, ADR-295,
+ ADR-304, ADR-319, ADR-348
+- **Supersedes**: None
+
+## Decision
+
+RuVector may augment RuView Forecast by retrieving analogous historical
+feature/forecast states from a tenant- and split-scoped predictive-memory
+index. Retrieval is optional context, never ground truth. Every release must
+report the same frozen examples with retrieval disabled and enabled so its
+incremental value and leakage risk remain visible.
+
+Each forecast is published in an immutable, locally signed envelope binding the
+model artifact, request, output, source evidence, and retrieval receipt. RuVLLM
+may read that envelope to explain uncertainty and analogous history. It may not
+rewrite numeric forecasts, create a stronger evidence class, select a model,
+promote an artifact, spend money, invoke an actuator, or make medical,
+emergency, access-control, or life-safety decisions.
+
+This child ADR delegates forecasting, clean-room, data, and general production
+gates to [ADR-348](./ADR-348-independent-rust-multivariate-forecasting.md). It
+does not authorize a sensing-server bridge.
+
+**Evidence status:** canonical forecast/receipt types and an indexable latent
+state exist in source. A RuVector adapter, retrieval receipt, signature wrapper,
+outcome reconciler, RuVLLM explanation adapter, paired retrieval evaluation,
+latency, storage cost, accuracy lift, and operational value are all
+**UNMEASURED and unapproved**.
+
+## Existing implementation boundary
+
+The current crates establish only the preconditions:
+
+| Module | Implemented surface used by this ADR |
+|---|---|
+| [`ruview-forecast-core/src/forecast.rs`](../../v2/crates/ruview-forecast-core/src/forecast.rs) | validated `ForecastRequest`, backend-neutral `Forecaster`, ordered finite `Forecast`, canonical output digest, and receipt verification |
+| [`ruview-forecast-core/src/receipt.rs`](../../v2/crates/ruview-forecast-core/src/receipt.rs) | `SourceState`, `ArtifactReceipt`, and `ForecastReceipt`; derived forecasts cannot retain `MEASURED` merely because measured input existed |
+| [`ruview-forecast-core/src/series.rs`](../../v2/crates/ruview-forecast-core/src/series.rs) | bounded feature schema, masked time series, canonical series digest, and training-only scaler fit |
+| [`ruview-forecast-model/src/network.rs`](../../v2/crates/ruview-forecast-model/src/network.rs) | `ForecastModelOutput.state` with shape `[batch, variates, d_model]`, intended as a bounded representation candidate for indexing |
+
+`ForecastReceipt` is content-addressed but not itself a digital signature.
+`ForecastModelOutput.state` is indexable but not automatically safe, private,
+stable across model versions, or useful. Those distinctions remain release
+gates.
+
+## Predictive-memory record
+
+RuVector stores a versioned `PredictiveMemoryRecord` containing:
+
+- tenant and index namespace;
+- model/artifact/config/feature-schema digests;
+- source series and forecast-request digests;
+- split, site, subject-class, session, device, calibration, and bounded time
+ scope using pseudonymous identifiers;
+- bounded latent-state or engineered-feature digest plus the approved vector;
+- forecast envelope digest and horizon;
+- observed validity mask and evidence class;
+- optional reconciled outcome digest added only after the forecast horizon;
+- retention/deletion class and creation/expiry time.
+
+Raw CSI, unrestricted feature windows, precise room coordinates, persistent
+person identity, RuVLLM prompts, and explanation prose are excluded by default.
+The vector is still potentially sensitive because it can encode routines or
+location. Tenant isolation, encryption, access control, retention, deletion,
+and membership-inference review apply.
+
+An outcome is appended through a new immutable record linked to the original;
+the historical forecast is never rewritten. Outcome reconciliation can measure
+forecast quality but cannot retroactively turn the forecast into a measured
+observation.
+
+## Split-scoped analogue retrieval
+
+Every index is bound to an immutable corpus manifest, model version, feature
+schema, preprocessing configuration, and split policy. These rules are
+mandatory:
+
+1. Tenants never share an index or query result without a separately authorized
+ privacy-preserving federation protocol.
+2. Training, validation, calibration, and test records have distinct
+ namespaces. A test query may retrieve approved training analogues only; it
+ may not retrieve test examples or validation/calibration records used to set
+ thresholds.
+3. The same site, subject, session, device, calibration episode, overlapping
+ context, or overlapping target horizon is excluded when that dimension is a
+ holdout.
+4. Index construction, distance metric, normalization, filter policy, `k`, and
+ score threshold are fitted on training data and frozen before test.
+5. Missing, stale, mismatched, unauthorized, or unverifiable indexes disable
+ retrieval and return the no-retrieval forecast or abstention according to
+ the model card. They never trigger an implicit global-index fallback.
+6. Every query returns a bounded `RetrievalReceipt` even when zero neighbours
+ qualify.
+
+The retrieval receipt binds query digest, index/corpus/policy digests,
+namespace, exclusion filter, neighbour record IDs and distances, `k`, latency,
+and disposition. It excludes raw neighbour payloads from ordinary logs.
+
+## Paired ablation
+
+Retrieval has no deployment authority without a paired evaluation on identical
+frozen requests:
+
+| Row | Model and examples | Retrieval |
+|---|---|---|
+| A | exact candidate artifact and frozen examples | disabled |
+| B | exact candidate artifact and frozen examples | enabled with frozen index/policy |
+
+The report includes weighted quantile loss, interval coverage/width,
+abstention, per-horizon error, per-site/device/interference slices, retrieval
+hit/filtered/empty rates, latency, and memory/storage overhead. It reports both
+aggregate and paired deltas with uncertainty. A gain on pooled error cannot
+hide a failed deployment domain, calibration regression, or neighbour leakage.
+
+The no-retrieval row remains a supported fallback. Retrieval is removed when
+its lower confidence bound does not show useful improvement, when it weakens
+calibration beyond the ADR-348 gate, or when its privacy/latency/storage cost
+exceeds its measured value. No uplift is claimed today.
+
+## Immutable signed forecast envelope
+
+The signed envelope covers:
+
+```text
+envelope schema/version
++ ArtifactReceipt canonical digest
++ ForecastRequest canonical digest
++ Forecast payload/output digest
++ ForecastReceipt canonical digest
++ RetrievalReceipt digest or explicit retrieval-disabled marker
++ policy/calibration/index digests
++ creation/expiry time and tenant namespace
+```
+
+Signing occurs at the trusted local boundary after artifact and retrieval
+verification. The wrapper records algorithm, public key ID, signer capability,
+and signature. Private keys never enter model artifacts, RuVector, RuVLLM, or a
+hosted training worker.
+
+Consumers verify signature, expiry, tenant, schemas, every nested digest, and
+the `Forecast::verify_receipt` invariant before using numeric values. Any
+failure yields unavailable/abstain. Unsigned content-addressed receipts remain
+useful for local tests but are not described as signed and cannot cross the
+production trust boundary.
+
+## RuVLLM explanation boundary
+
+RuVLLM receives a read-only projection of the verified envelope:
+
+- exact point and quantile values as structured fields;
+- units, horizons, calibration/OOD/abstention state;
+- bounded analogue summaries and retrieval receipt references;
+- evidence labels, model/version, and envelope digest;
+- approved explanation policy and audience.
+
+Explanation prose is stored separately and linked to the envelope digest. It
+is `CLAIMED_EXPLANATION`, not a replacement forecast. Numeric API fields are
+copied from the verified envelope after generation, never parsed back from LLM
+text. If prose contradicts a structured number, evidence state, unit, or
+disposition, the response fails validation and the numeric envelope remains
+authoritative.
+
+The explanation capability exposes no tools for artifact activation, model
+promotion, retraining, spending, messaging, emergency dispatch, access control,
+or actuation. A separate downstream policy may consume a forecast only under
+its own ADR, capabilities, approvals, and observed-evidence requirements. The
+LLM cannot grant itself that authority or lower an approval threshold.
+
+## Requirements and acceptance
+
+| ID | Requirement | ADR-348 gate | Acceptance evidence | Current state |
+|---|---|---|---|---|
+| PM-001 | Every predictive-memory query is tenant-, model-, schema-, corpus-, split-, and time-scope bound. | G3, G5 | Cross-tenant/split/version negative tests and signed index manifest | **OPEN / UNMEASURED** |
+| PM-002 | Holdout identities, overlapping contexts, and target horizons cannot appear as neighbours. | G3 | Property tests plus frozen leakage report | **OPEN / UNMEASURED** |
+| PM-003 | Every query, including disabled/empty/error, produces a bounded retrieval receipt. | G2, G3 | Receipt round-trip, tamper, bound, and zero-result tests | **OPEN / UNMEASURED** |
+| PM-004 | Retrieval-disabled and retrieval-enabled rows use identical artifact/examples and report paired metrics and overhead. | G3 | Frozen paired ablation with reproducer | **OPEN / UNMEASURED** |
+| PM-005 | Forecast envelope signatures bind all nested forecast/retrieval identities and fail closed on mutation, expiry, tenant, or key error. | G2, G5 | Signature/tamper/replay/cross-tenant tests and local signing receipt | **OPEN / UNMEASURED** |
+| PM-006 | Derived forecast and explanation can never become `MEASURED_OBSERVATION` or exceed source evidence. | G2, G4 | Evidence-monotonicity schema/property tests | **OPEN / UNMEASURED** |
+| PM-007 | RuVLLM cannot mutate structured numbers; contradictions fail validation and explanations remain separately labelled. | G4 | Numeric/unit/evidence mutation corpus and fail-closed integration tests | **OPEN / UNMEASURED** |
+| PM-008 | RuVLLM explanation has no spending, promotion, messaging, safety, access-control, or actuator capability. | G4, G5 | Default-deny capability and attempted-escalation tests | **OPEN / UNMEASURED** |
+| PM-009 | Vector/explanation privacy, retention, deletion, extraction, and membership risks are approved and operationally tested. | G5 | Privacy review, tenant deletion drill, and access audit | **OPEN / UNMEASURED** |
+
+G3 additionally requires the paired retrieval ablation to satisfy ADR-348's
+forecast and calibration gates. G4 requires shadow evidence that retrieval and
+explanation improve operator comprehension or forecast value without changing
+numeric/action authority. G5 requires signed-envelope verification, rollback,
+tenant deletion, and key-rotation drills. None has passed.
+
+## Consequences
+
+RuVector can evolve from retrospective search into outcome-linked predictive
+memory while preserving a measurable no-retrieval baseline. RuVLLM can make
+forecasts understandable without becoming the numeric or action authority. The
+cost is additional index isolation, storage, signature, deletion, evaluation,
+and policy complexity. If paired evidence does not justify that cost, the
+correct release keeps retrieval and explanation disabled.
+
+## References
+
+- [ADR-348](./ADR-348-independent-rust-multivariate-forecasting.md)
+- [ADR-349](./ADR-349-governed-local-and-fal-forecast-training.md)
+- [RuView Forecast clean-room protocol](../security/ruview-forecast-clean-room.md)
+- [RuView Forecast model-card template](../huggingface/RUVIEW_FORECAST_MODEL_CARD_TEMPLATE.md)
+- [RuForecast benchmark protocol](../benchmarks/ruforecast.md)
+- [ADR-016](./ADR-016-ruvector-integration.md)
+- [ADR-145](./ADR-145-ablation-eval-harness-privacy-leakage.md)
+- [ADR-261](./ADR-261-ruvector-graph-ann-index.md)
+- [ADR-304](./ADR-304-evidence-engine.md)
+- [ADR-319](./ADR-319-witness-chain.md)
diff --git a/docs/adr/README.md b/docs/adr/README.md
index 95a200e4f..d317a01c5 100644
--- a/docs/adr/README.md
+++ b/docs/adr/README.md
@@ -92,6 +92,9 @@ Statuses: **Proposed** (under discussion), **Accepted** (approved and/or impleme
| [ADR-150](ADR-150-rf-foundation-encoder.md) | RF Foundation Encoder: pose-preserving, subject/room/device-invariant CSI embedding | Proposed |
| [ADR-151](ADR-151-room-calibration-specialist-training.md) | Per-Room Calibration & Specialized Model Training (room-first → bank of small ruVector specialists) | Proposed |
| [ADR-152](ADR-152-wifi-pose-sota-2026-intake.md) | WiFi-Pose SOTA 2026 Intake: geometry-conditioned calibration, external benchmarks, foundation-encoder recipe | Proposed |
+| [ADR-348](ADR-348-independent-rust-multivariate-forecasting.md) | Independent Rust multivariate forecasting for RuView | Proposed |
+| [ADR-349](ADR-349-governed-local-and-fal-forecast-training.md) | Governed local and fal.ai forecast training | Proposed |
+| [ADR-350](ADR-350-ruvector-predictive-memory-and-ruvllm-boundary.md) | RuVector predictive memory and RuVLLM authority boundary | Proposed |
### Platform and UI
diff --git a/docs/benchmarks/ruforecast.md b/docs/benchmarks/ruforecast.md
new file mode 100644
index 000000000..a8393c53e
--- /dev/null
+++ b/docs/benchmarks/ruforecast.md
@@ -0,0 +1,380 @@
+# RuForecast benchmark protocol
+
+## Evidence status
+
+No RuForecast runtime, accuracy, calibration, memory, or operational result is
+recorded here yet. Every threshold below is an ADR-348 target, not a measured
+claim. The first accepted row must identify a clean commit, the `Cargo.lock`
+digest, the exact Rust toolchain, host, backend, model/configuration digest,
+fixture or corpus digest, command, and evidence label.
+
+## Benchmark boundaries
+
+RuForecast uses two different forms of evidence:
+
+1. Deterministic correctness evidence comes from Rust unit, property, replay,
+ split-isolation, and artifact-tamper tests. A fixed input and artifact must
+ produce the same output within its declared platform class.
+2. Runtime evidence comes from Criterion on a named host. Criterion inputs are
+ generated from fixed checked-in code and seeds, but elapsed time is not
+ deterministic. Timing from shared GitHub runners is informational only.
+
+The benchmark implementation must not download a model or dataset, read raw
+CSI, use a hosted model output, or enable CUDA implicitly. CPU benchmarks use
+the explicit `cpu` feature and the Burn ndarray backend. CUDA validation belongs
+to a separately governed Linux or hosted-accelerator receipt.
+
+## Required benchmark targets
+
+| Package | Target | Purpose | CI authority |
+|---|---|---|---|
+| `ruview-forecast-model` | `forecast_inference` | Fixed-seed forward pass, batch and shape scaling, ordered-quantile output | Compile gate; shared-runner timing is informational |
+| `ruview-forecast-train` | `data_pipeline` | Fixed generated records through validation, windowing, masking and batching | Compile gate; shared-runner timing is informational |
+
+Both targets must use code-generated synthetic inputs, fixed seeds, bounded
+allocations, `criterion::black_box`, and `required-features = ["cpu"]`. Setup,
+artifact construction, and dataset generation stay outside the timed region
+unless a benchmark name explicitly says they are included.
+
+The model implementation owns structural parameter-count assertions. The
+currently reviewed design values are 35,700 parameters for the tiny CI preset
+and 20,285,108 for the large preset. These are design invariants, not benchmark
+results, and must be derived by a test from the actual module graph before they
+are quoted in a model card.
+
+## Local Linux reproducer
+
+Run from a clean checkout after installing Rust 1.92.0:
+
+```bash
+RUFORECAST_CPUSET=0-7 \
+RUFORECAST_THREADS=8 \
+scripts/run-ruforecast-benchmarks.sh
+```
+
+The runner executes the focused contract/model/training tests, one real
+optimizer step over a local hash-addressed synthetic JSONL shard, and the
+idempotent synthetic CLI smoke. It then compile-checks both Criterion targets,
+runs the targets, captures the CPU and toolchain metadata, and hashes every
+output. A failed run retains its partial logs with `status=FAILED` and its exit
+code rather than looking like a complete report. Results go under
+`target/ruforecast-evidence/`, which is excluded from source control.
+
+For a conservative single-thread reproducibility check, omit both environment
+variables. To run against an uncommitted tree for diagnosis only, set
+`RUFORECAST_ALLOW_DIRTY=1`; the resulting metadata is labelled `SYNTHETIC`
+with scope `DIRTY_WORKTREE_DIAGNOSTIC_ONLY` and cannot support a release claim.
+
+A clean run labels its host timing `MEASURED` and its input class `SYNTHETIC`,
+but remains `UNREVIEWED`. Only a maintainer may append it to the accepted ledger
+after checking the digests, shape, command, Criterion report and host scope.
+
+The runner intentionally has no CUDA option and does not parse Criterion output
+into a pass/fail performance verdict. This prevents a noisy host result from
+silently acquiring release authority.
+
+To compile the two benchmark targets without measuring them:
+
+```bash
+cd v2
+cargo +1.92.0 bench --locked -p ruview-forecast-model \
+ --no-default-features --features cpu --bench forecast_inference --no-run
+cargo +1.92.0 bench --locked -p ruview-forecast-train \
+ --no-default-features --features cpu --bench data_pipeline --no-run
+```
+
+For a short informational run, use the same targets without `--no-run`:
+
+```bash
+cargo +1.92.0 bench --locked -p ruview-forecast-model \
+ --no-default-features --features cpu --bench forecast_inference -- \
+ --warm-up-time 1 --measurement-time 2 --sample-size 10
+cargo +1.92.0 bench --locked -p ruview-forecast-train \
+ --no-default-features --features cpu --bench data_pipeline -- \
+ --warm-up-time 1 --measurement-time 2 --sample-size 10
+```
+
+Running these commands does not add a ledger row automatically. Preserve the
+raw report and environment metadata, then have a maintainer assign its evidence
+scope before publishing a number.
+
+The inference bench runs only `tiny_ci` by default so a routine CI trend step
+cannot accidentally start the very expensive large CPU probe. Set
+`RUFORECAST_BENCH_LARGE=1` only on a controlled host when intentionally
+measuring the fixed deployment shape:
+
+```bash
+RUFORECAST_BENCH_LARGE=1 scripts/run-ruforecast-benchmarks.sh
+```
+
+## Deployment measurement shape
+
+The initial CPU deployment probe is batch 1, context 1,024, 32 declared feature
+streams, the fixed `large_linux` horizon of 300, and all seven declared
+quantiles. Record at least 20 warmup
+iterations and 200 measured iterations for a release candidate. Report p50,
+p95, p99 or maximum, throughput, and the process peak resident set size.
+
+ADR-348 G5 currently targets p95 at or below one second for 32 declared streams
+and peak process memory at or below 4 GiB. A Criterion result alone cannot close
+the memory gate because Criterion and Cargo are not the production inference
+process. G5 remains open until a standalone inference probe reports its own peak
+resident set size.
+
+## Accuracy and calibration protocol
+
+Runtime speed never substitutes for forecasting quality. The frozen evaluation
+manifest must report identical examples for:
+
+1. Last-value and seasonal-naive baselines.
+2. RuForecast without RuVector retrieval.
+3. RuForecast with split-scoped RuVector retrieval.
+
+Required report fields include weighted quantile loss by horizon, nominal 80%
+interval coverage, missingness, abstention coverage, selective risk, site and
+device slices, interference regime, and retrieval ablation. ADR-348 G3 targets
+weighted quantile loss at least 10% better than seasonal naive and 80% interval
+coverage between 75% and 85%. Those targets remain unmeasured until a frozen,
+leakage-free report is attached.
+
+### Informal HPO exploration note (unaccepted, not a release claim)
+
+**2026-09-01.** An exploratory session ran the accuracy protocol above end to
+end against a governed 24-window **synthetic** dataset (`tiny_ci` profile,
+context 64 / horizon 12, temporal train/test split, not entity-holdout —
+only one synthetic generator was used, so entity holdout does not apply) and
+a small `OptimizerSpec` hyperparameter search (learning rate, weight decay,
+gradient clip norm, batch size, epochs) using a new Darwin Mode numeric-genome
+evolution engine (upstream: `ruvnet/metaharness` PR #260, not yet merged).
+This is **exploratory evidence only** — not a frozen, leakage-free,
+maintainer-reviewed report, and not eligible for the ledger below until one
+is produced.
+
+Prior to this exploration, a **single real household window** (76 real
+1 Hz vital-signs samples, one physical ESP32 sensor, temporal not entity
+holdout) scored **worse than both baselines** (WQL 0.537 vs. last-value
+0.106 and seasonal-naive 0.123) — consistent with a single training window
+overfitting rather than generalizing.
+
+With a larger (still synthetic, still `tiny_ci`) 24-window training set and
+three rounds of hyperparameter search, weighted quantile loss on the held-out
+synthetic split improved and stayed ahead of both baselines throughout:
+
+| Round | learning_rate | weight_decay | grad_clip | batch | epochs | WQL (model) | WQL (last-value) | WQL (seasonal-naive) |
+|---|---:|---:|---:|---:|---:|---:|---:|---:|
+| Default config | 0.0010000 | 1.00e-4 | 1.000 | 8 | 60 | 0.257 | 0.277 | 0.514 |
+| Search round 1 | 0.0002356 | 3.05e-6 | 0.100 | 27 | 195 | 0.161 | 0.277 | 0.514 |
+| Search round 2 | 0.0000298 | 4.09e-11 | 4.746 | 26 | 356 | **0.153** | 0.277 | 0.514 |
+
+Round-2 gain over round 1 (−0.008) was much smaller than round-1's gain over
+the default (−0.096) — a diminishing-returns signal consistent with a local
+optimum for this model size and dataset, not a converged global result.
+`gradient_clip_norm` landed at opposite bound extremes across rounds
+(0.1 then 4.7), so no directional recommendation on that parameter should be
+drawn from this exploration alone.
+
+**Explicit scope limits — do not generalize beyond these:**
+- `tiny_ci` only. Nothing here has been run against `large_linux`; its far
+ larger parameter count and different compute profile mean these
+ hyperparameters are not a starting point for it without their own search.
+- Synthetic dataset only (24 windows, one generator/seed family). Not
+ validated against any real corpus at this scale.
+- Self-signed, evaluation-only model activation (a throwaway local Ed25519
+ key, not a release signature) was used to run inference for scoring.
+- No security/provenance/maintainer-approval gate has passed — the Darwin
+ Mode promotion rule correctly refused to promote any candidate here.
+
+Reproducer: `harness/ruview/flywheel/ruforecast/` (genome, gate, evaluator,
+dry-run/`--confirm` driver) in the `ruvnet/RuView` repo, paired with
+`ruvnet/metaharness` PR #260 (`evolve-numeric`) linked locally via
+`npm link`. Neither the genome defaults here nor any repo default config
+were changed by this note — it is a record of exploratory evidence, not a
+committed recommendation.
+
+### Amendment (2026-09-01, later same day): the round-2 result above did not generalize -- retracted
+
+**The "Search round 2" row above (WQL 0.153, learning_rate=0.0000298 etc.) is
+RETRACTED as a claim of improvement.** It is kept in the table (append-only,
+never silently edit a prior measurement) but must be read together with this
+amendment: independent verification, run the same day using a new
+regression-candidate promotion path (`ruvnet/autogenous` PR-in-progress,
+branch `feat/regression-candidate-kind`, not yet merged/pushed --
+`v2/crates/ruforecast-autogenous-bridge` in this worktree) against TWO FRESH
+synthetic corpora that were never part of that search (seeds 1000/1097, vs.
+the search's single fixed seed 0), showed that "winner" genome performing
+**WORSE than the baseline on both**:
+
+| Judge corpus | Candidate WQL | Baseline WQL | Candidate beats baseline by |
+|---|---:|---:|---:|
+| seed 1000 | 0.155 | **0.099** | -0.056 (worse) |
+| seed 1097 | 0.219 | **0.109** | -0.110 (worse) |
+
+**Root cause**: every evaluation in the three search rounds above (default,
+round 1, round 2) trained and scored every candidate against the exact same
+fixed synthetic corpus (`prepare-synthetic-dataset`'s implicit `--seed 0`
+default). The search had learned to exploit that one corpus's specific
+random windows -- textbook overfitting -- not found a genuinely better
+hyperparameter configuration. This is a real, measured failure mode, not a
+hypothetical caveat.
+
+**Fix applied**: `harness/ruview/flywheel/ruforecast/gate.mjs`'s
+`evaluateGenome` now trains and scores every candidate against THREE
+independent synthetic corpora (`DEFAULT_SEARCH_SEEDS = [11, 23, 47]`, none
+of which overlap the retracted search's seed 0 or the verification seeds
+1000/1097) and takes the WORST CASE `primary` across them, not an average --
+a candidate only counts as a win if it beats both baselines on every corpus.
+See `harness/ruview/flywheel/ruforecast/README.md`'s "Multi-seed fitness"
+section for the full account.
+
+**Re-running the search with the fix, still no verified improvement.** A
+fresh search under the corrected multi-seed fitness (2 generations x 2
+children, cleared `.metaharness-numeric` archive so no stale pre-fix state
+leaked in) found a genuine winner ON ITS OWN THREE SEARCH SEEDS --
+`learning_rate=0.008012, weight_decay=0.000159, gradient_clip_norm=0.267,
+batch_size=24, epochs=20`, beating the baseline on all three (primary
+0.099 / 0.556 / 0.576, worst-case 0.099). Independent verification against
+the same fresh seeds 1000/1097 (never part of this candidate's own search)
+again showed it losing to the baseline on both:
+
+| Judge corpus | Candidate WQL | Baseline WQL | Candidate beats baseline by |
+|---|---:|---:|---:|
+| seed 1000 | 0.178 | **0.099** | -0.079 (worse) |
+| seed 1097 | 0.314 | **0.109** | -0.205 (worse) |
+
+**Honest conclusion**: two independent search rounds (pre- and post- the
+multi-seed fitness fix) both produced a genome that looked like a real
+improvement on its own search data and both failed independent out-of-sample
+verification. This converges on a different, deeper explanation than "the
+search methodology was broken" (that part IS fixed): at this dataset scale
+(24 synthetic training windows), held-out WQL varies enormously by which
+corpus is drawn REGARDLESS of hyperparameters -- the baseline genome itself,
+evaluated with the corrected multi-seed fitness function, swings from
+primary 0.83 (a strong win) to a full regression (primary 0, WQL worse than
+last-value) purely from which of the three fixed search seeds was used, with
+identical hyperparameters throughout. The corpus-noise floor at n=24
+windows appears to dominate any real hyperparameter effect. No RuForecast
+hyperparameter configuration has been shown, by this exploration, to
+reliably beat the trivial baselines out-of-sample at this scale. A larger
+training corpus (more windows, ideally real governed data under the
+`large_linux` profile) is the more promising next lever than further
+hyperparameter search on this fixture.
+
+A related implementation-only fix: the promotion verifier
+(`envelope::regression::verify_regression_promotion` in the Autogenous
+branch above) initially required all judges' receipts to share one
+`corpus_id`, inherited unreviewed from a same-evidence review model that
+does not fit this kind's intentionally cross-corpus judge design. This was
+corrected (`ReceiptCorpusMismatch` is no longer produced by that function);
+it did not change either REJECT verdict above, both of which were already
+correctly driven by the real `NotBetterThanParent` signal.
+
+Reproducer for both verification runs above: same as below, plus
+`v2/crates/ruforecast-autogenous-bridge` (`cargo +1.92.0 run --manifest-path
+crates/ruforecast-autogenous-bridge/Cargo.toml -- --ruforecast-bin
+./target/debug/ruforecast --candidate-genome .json --parent-genome
+.json --judges 2 --work-dir `) against the unpushed
+`ruvnet/autogenous` branch `feat/regression-candidate-kind`.
+
+### Real-household-data result (2026-09-01, MEASURED, unaccepted, not a release claim)
+
+Following the informal HPO exploration above, this session also collected
+**6,390 real 1 Hz vital-signs samples** (heart rate, breathing rate,
+signal quality) from a real, live, ESP32-sourced household sensing
+deployment over a continuous 2-hour window (88.75% real sample coverage;
+gaps handled honestly via `observed_mask=0`, never fabricated
+interpolation) — the "more real training data" lever flagged as the
+credible next step in the note above. This directly answers that open
+question.
+
+Two genuinely independent temporal splits of the same real corpus (not
+synthetic seeds — real data has no seed to vary, so independence here
+means two different train/test boundary choices on the same timeline,
+each with its own 90s embargo gap) were trained (default, untuned
+`OptimizerSpec`: `lr=0.001, weight_decay=0.0001, gradient_clip_norm=1.0,
+batch_size=8, epochs=60`) and scored via the real `evaluate` CLI, then
+independently, cryptographically verified through
+`ruforecast-autogenous-bridge`'s real signed regression-candidate
+promotion path (`ruvnet/autogenous`, `envelope::regression`):
+
+| Judge | Split | Real test windows | Model WQL | Best trivial baseline WQL | Model beats baseline by |
+|---|---|---:|---:|---:|---:|
+| 1 | 70% train / 90s embargo / 30% test | 27 | 0.0514 | 0.0563 (last-value) | +0.0049 |
+| 2 | 50% train / 90s embargo / 50% test | 46 | 0.0670 | 0.0543 (seasonal-naive) | −0.0128 |
+
+**Signed verdict: REJECT.** Judge 1's nominal win (+0.0049) is below the
+0.01 non-inferiority margin, so it doesn't clear the promotion bar even
+on its own; Judge 2 lost outright. Both rejections are recorded as
+`NotBetterThanParent` in the signed promotion envelope.
+
+**Honest conclusion:** even with a real household corpus (n=6,390 real
+samples, not synthetic), the result is exactly the same shape as every
+synthetic search this session — a result that looks like a win on one
+split does not hold up on an independently verified second split. This
+is not evidence that real data can't help; it is evidence that this
+scale of real data (6,390 samples, one household, one physical sensor)
+is not yet enough to distinguish a genuine effect from split-dependent
+noise. The credible next lever remains more real data — more households,
+longer collection windows, or the `large_linux` profile — not further
+hyperparameter search on any fixture this small, synthetic or real.
+
+Reproducer: `v2/crates/ruforecast-autogenous-bridge/examples/real_data_verify.rs`
+and `v2/crates/ruforecast/crates/ruforecast-train/examples/real_data_windows.rs`
+in this worktree (`train/ruforecast-rust` branch, commits `130f547` in the
+`ruforecast` submodule and `788401c5` in this repo — both local, not yet
+pushed). Raw real vitals data never left the collecting/training hosts and
+was never written to any git-tracked or pushed path.
+
+## Append-only evidence ledger
+
+Never replace a prior measurement. Append a row and retain the failed or stale
+row when code, model, configuration, corpus, hardware, or methodology changes.
+
+| Date | Commit | Lock SHA-256 | Host/toolchain | Backend/config | Shape | Samples | p50 | p95 | p99/max | Peak RSS | Evidence | Reproducer |
+|---|---|---|---|---|---|---:|---:|---:|---:|---:|---|---|
+
+No rows have been accepted.
+
+### Real public dataset: BIDMC PPG/Respiration (2026-09-02, cross-entity holdout)
+
+Every real-data test up to this point used a single household/entity with only
+a **temporal** holdout (same physical sensor, different time windows). This
+test is the first with a genuine **cross-entity** holdout: 53 real ICU
+patients from the BIDMC PPG and Respiration Dataset (PhysioNet, Open Data
+Commons Attribution License v1.0, public and openly licensed — no
+credentialing, https://physionet.org/content/bidmc/1.0.0/), splitting by
+*patient*, not by time, so the held-out test set contains real people the
+model never saw during training.
+
+25,546 real 1 Hz rows across 53 recordings (~8 minutes each), heart rate +
+respiratory rate + SpO2. 3 of 53 patients' windows were excluded honestly
+(genuine sensor-dropout `NaN` values in the source recordings, not
+fabricated/interpolated). Two independent, disjoint patient-partition splits:
+
+| Judge | Train patients | Test patients | Test windows | Model WQL | Best baseline WQL | Result |
+|---|---:|---:|---:|---:|---:|---|
+| A (contiguous split) | 34 | 16 | 16 | 0.01964 | 0.01159 (last-value) | worse, +69% |
+| B (interleaved split) | 24 | 26 | 26 | 0.07022 | 0.01002 (last-value) | worse, +601% |
+
+**Same conclusion as every prior test this session**, now on real, public,
+multi-subject clinical data with genuine cross-entity generalization: the
+model does not beat trivial forecasting baselines. The margin is decisive on
+both independent splits, not a near-miss — the earlier hypothesis that a
+larger, genuinely diverse real dataset (many different people, not one
+household) might change the picture does not hold at this scale/model
+configuration either.
+
+**Honest scope note on verification**: prior real-data tests in this document
+were independently checked through Autogenous's signed regression-candidate
+promotion path. That additional cryptographic-signing step was **not** run
+for this test — the result is reported directly from the `evaluate` CLI's
+real output on two genuinely disjoint, real patient-holdout splits, which is
+itself real, independent, out-of-sample evidence, but it does not carry a
+signed promotion-gate verdict the way the earlier entries do. Flagging this
+explicitly rather than presenting it with the same evidentiary weight.
+
+Reproducer: `v2/crates/ruforecast/crates/ruforecast-train/examples/bidmc_prepare.rs`
+(untracked scratch example, worktree `train/ruforecast-rust`) — downloads
+`bidmc_NN_Numerics.csv` for patients 01-53 directly from PhysioNet, builds
+one 76-row (context 64 + horizon 12) window per eligible patient, and writes
+governed `train.jsonl`/`test.jsonl`/`train-local.toml` per judge split. Raw
+data cached at `/tmp/bidmc-raw/` on the training host only.
diff --git a/docs/huggingface/RUVIEW_FORECAST_MODEL_CARD_TEMPLATE.md b/docs/huggingface/RUVIEW_FORECAST_MODEL_CARD_TEMPLATE.md
new file mode 100644
index 000000000..13cee5924
--- /dev/null
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+# RuView Forecast model card template
+
+> **Template only. Do not publish or treat this file as a model release.** Copy
+> it for one immutable candidate, replace every `` field, and retain
+> every unresolved item as an explicit blocker. Deleting a placeholder does not
+> satisfy it.
+
+This template implements the model-card requirements in
+[ADR-348](../adr/ADR-348-independent-rust-multivariate-forecasting.md) and the
+[RuView Forecast clean-room protocol](../security/ruview-forecast-clean-room.md).
+It does not imply that source, training, evaluation, clean-room, security,
+privacy, trademark, patent, or production gates have passed.
+
+## Completion rules
+
+1. Create one card per exact weight digest. Do not reuse a card across retrains.
+2. Label every numeric claim `MEASURED`, `SYNTHETIC`, `CLAIMED`, or
+ `UNMEASURED` under the repository evidence policy.
+3. A `MEASURED` value needs an immutable dataset/split, artifact digest,
+ configuration, hardware/environment, metric definition, and reproducer.
+4. Use `UNMEASURED` when evidence does not exist. Do not substitute an estimate.
+5. State source-code, weight, dataset, and service terms separately.
+6. Do not publish raw CSI, customer data, precise room coordinates, identities,
+ secrets, private contracts, or private contributor records in this card.
+7. A completed card documents evidence; it cannot waive an ADR-348 gate.
+
+## Suggested Hugging Face metadata
+
+Copy and complete this front matter in the release card:
+
+```yaml
+---
+license:
+tags:
+ - time-series-forecasting
+ - multivariate-forecasting
+ - wifi-sensing
+ - rust
+ - ruvector
+ - probabilistic-forecasting
+ - edge-ai
+language:
+ - en
+library_name: burn
+pipeline_tag: time-series-forecasting
+---
+```
+
+`license: other` is acceptable only when the card links the complete exact
+license. Do not infer the weight license from the Rust source license.
+
+## Candidate identity
+
+Replace the template title with `` in the
+release copy.
+
+## Release decision and evidence status
+
+| Field | Required value |
+|---|---|
+| Release candidate ID | `` |
+| Weight SHA-256 | `` |
+| Git commit | `` |
+| Model-card SHA-256 | `` |
+| Proposed mode | `OFFLINE_EVAL`, `SHADOW`, or `ADVISORY`; `` |
+| ADR-348 highest gate passed | `G0` through `G5`, or `NONE`; `` |
+| Accuracy status | `UNMEASURED` until a qualifying report exists; `` |
+| Calibration status | `UNMEASURED` until a qualifying report exists; `` |
+| CPU latency status | `UNMEASURED` until a named CPU reproducer exists; `` |
+| Memory status | `UNMEASURED` until a named runtime reproducer exists; `` |
+| Cross-site generalization status | `UNMEASURED` until untouched site holdouts exist; `` |
+| Clean-room status | `OPEN`, `PASS`, or `FAIL`; `` |
+| Production approval | `NOT APPROVED` unless all G5 receipts are signed; `` |
+
+### Release summary
+
+``
+
+## Model details
+
+| Field | Value |
+|---|---|
+| Developer/owner | `` |
+| Model family | `RuView Forecast` |
+| Model version | `` |
+| Artifact format | `` |
+| Parameter count | `` |
+| Numeric precision | `` |
+| Architecture/config digest | `` |
+| Input schema version | `` |
+| Output schema version | `` |
+| Maximum context | `` |
+| Supported horizons | `` |
+| Declared quantiles | `` |
+| Training framework | `` |
+| Inference runtime | `` |
+| Source license | `` |
+| Weight license | `` |
+
+### Rust implementation boundary
+
+Describe the exact code surfaces used by this candidate:
+
+| Crate or binary | Version/digest | Responsibility | Enabled features |
+|---|---|---|---|
+| `ruview-forecast-core` | `` | Backend-neutral schemas, invariants, metrics, receipts, and `Forecaster` trait | `` |
+| `ruview-forecast-model` | `` | Independent Burn 0.21 patch mixer and artifact execution | `` |
+| `ruview-forecast-train` / `ruforecast` | `` | Dataset splits, trainer, evaluator, training receipt, and Linux/fal.ai assets | `` |
+| `` | `` | `` | `` |
+
+State whether inference is offline and whether any runtime network capability
+exists. The expected production answer is no runtime model download and no
+network requirement:
+
+``
+
+State whether a sensing-server bridge exists. For the initial ADR-348 PR the
+required answer is `NO: contracts/training only; a separately reviewed shadow
+bridge is deferred`:
+
+``
+
+## Intended use
+
+### Approved candidate use
+
+``
+
+### Out-of-scope and prohibited use
+
+This artifact must not be used unless a later approved card explicitly changes
+the boundary:
+
+- as a sensor observation or ground-truth label;
+- as the sole source for medical, emergency, fall-response, industrial-safety,
+ access-control, policing, insurance, employment, or autonomous-actuation
+ decisions;
+- to infer identity or protected characteristics;
+- outside the feature schema, cadence, hardware, site, population, and horizon
+ validated by this card;
+- after calibration, feature schema, source provenance, or OOD checks fail;
+- to train another model unless the weight, dataset, and output licenses and a
+ new provenance review explicitly permit it;
+- to claim TimesFM compatibility, affiliation, endorsement, or equivalence.
+
+Add candidate-specific exclusions:
+
+``
+
+## Functional architecture
+
+Describe independently implemented components without reproducing external
+source expression, diagrams, identifiers, or constants:
+
+```text
+
+```
+
+| Component | Candidate implementation | Security/resource bound |
+|---|---|---|
+| Feature validation | `` | `` |
+| Normalization | `` | `` |
+| Temporal encoding/mixing | `` | `` |
+| Cross-stream fusion | `` | `` |
+| Missing-data handling | `` | `` |
+| Point/quantile head | `` | `` |
+| Quantile crossing policy | `` | `` |
+| OOD/abstention | `` | `` |
+| RuVector retrieval | `` | `` |
+| Artifact verification | `` | `` |
+
+## Input contract
+
+### Feature schema
+
+| Field | Unit | Cadence/aggregation | Range | Missing/invalid semantics | Source provenance |
+|---|---|---|---|---|---|
+| `` | `` | `` | `` | `` | `` |
+
+State:
+
+- minimum and maximum context length;
+- maximum targets, covariates, horizon, and batch;
+- timestamp monotonicity and duplicate policy;
+- whether any future-known covariate is permitted and how its authority is
+ verified;
+- finite/range checks and allocation limits;
+- minimum validity coverage before abstention;
+- treatment of cadence gaps, resets, device changes, and calibration changes;
+- OOD input behaviour.
+
+``
+
+### Data not accepted
+
+``
+
+## Output contract
+
+| Output | Shape/unit | Meaning | Evidence class |
+|---|---|---|---|
+| Point forecast | `` | `` | `DERIVED_FORECAST` |
+| Quantile forecast | `` | `` | `DERIVED_FORECAST` |
+| Validity mask | `` | `` | `DERIVED_METADATA` |
+| Abstention/disposition | `` | `` | `DERIVED_METADATA` |
+| OOD score/state | `` | `` | `DERIVED_METADATA` |
+| Receipt/provenance | `` | `` | `SIGNED_METADATA` if signed |
+
+The output must bind model, configuration, input schema, calibration, source
+time range, optional retrieval index, and content hashes. Explain whether and
+how quantile crossing is corrected:
+
+``
+
+## RuVector retrieval
+
+| Field | Value |
+|---|---|
+| Enabled | `` |
+| Index artifact/version/digest | `` |
+| Allowed retrieval corpus | `` |
+| Split-isolation receipt | `` |
+| Neighbour exclusion rules | `` |
+| Maximum neighbours/search budget | `` |
+| Behaviour when index is absent/stale | `` |
+
+Report identical-dataset ablations for no retrieval and retrieval. If these do
+not exist, state `UNMEASURED`.
+
+## RuVLLM integration
+
+State whether RuVLLM consumes this artifact's signed forecast records. It may
+explain results but must not rewrite point/quantile values or acquire action
+authority from prose.
+
+| Control | Evidence |
+|---|---|
+| Numeric outputs originate only from signed forecast record | `` |
+| Explanation cites artifact and forecast receipt | `` |
+| No model promotion, spending, actuation, or safety-critical authority | `` |
+| Prompt/data retention and tenant policy | `` |
+
+## Independent-development record
+
+| Record | Digest/approval |
+|---|---|
+| Approved source allowlist | `` |
+| Specification digest | `` |
+| Contributor exposure manifest | `` |
+| Contributor attestation bundle | `` |
+| AI-tool prompt/session manifest | `` |
+| Prohibited-artifact scan | `` |
+| Source-similarity review | `` |
+| Clean-room custodian approval | `` |
+| Legal release approval | `` |
+
+Declaration:
+
+``
+
+Prior exposure disclosures and dispositions, without private details:
+
+``
+
+## Training data
+
+Do not list a dataset until its licensing/privacy gate passes.
+
+| Dataset ID/version | Role | Origin/owner | License or contract ID | Commercial ML | Privacy class | Records/windows | Source/transform/split digests |
+|---|---|---|---|---|---|---:|---|
+| `` | train/validation/calibration | `` | `` | `YES` required | `` | `` | `` |
+
+### Excluded data
+
+Explicitly state that TimesFM 3 weights, outputs, activations, generated labels,
+and derivatives were excluded, then list all other exclusions:
+
+``
+
+### Collection, consent, minimization, and retention
+
+``
+
+### Synthetic data
+
+| Generator/version | Seed-data rights | Provider/output terms | Seeds/config digest | Proportion | Use |
+|---|---|---|---|---:|---|
+| `` | `` | `` | `` | `` | `` |
+
+## Split and leakage protocol
+
+| Split | Sites | Subjects | Sessions | Devices | Time blocks | Windows | Manifest digest |
+|---|---:|---:|---:|---:|---:|---:|---|
+| Train | `` | `` | `` | `` | `` | `` | `` |
+| Validation | `` | `` | `` | `` | `` | `` | `` |
+| Calibration | `` | `` | `` | `` | `` | `` | `` |
+| Test | `` | `` | `` | `` | `` | `` | `` |
+
+Required leakage checks:
+
+- parent raw record and derived-window overlap;
+- contiguous sequence/session overlap;
+- subject/site/device/calibration leakage;
+- target-horizon overlap;
+- fitted preprocessing or threshold leakage;
+- RuVector neighbour/index leakage;
+- duplicate and near-duplicate leakage;
+- test-informed architecture or hyperparameter changes.
+
+Report and digest:
+
+``
+
+## Training procedure
+
+| Field | Value |
+|---|---|
+| Random initialization | `true` required for this model family |
+| Parent checkpoint | `NONE` or approved RuView artifact and digest |
+| Source commit | `` |
+| Cargo.lock digest | `` |
+| Rust toolchain | `` |
+| Build/training container | `` |
+| Training config digest | `` |
+| Seeds | `` |
+| Optimizer/schedule/loss | `` |
+| Batch/epochs/stopping | `` |
+| Hardware | `` |
+| Provider | `` |
+| Provider job ID | `` |
+| Wall time | `` |
+| Peak host/GPU memory | `` |
+| Estimated/actual cost | `` |
+| Emitted checkpoint digests | `` |
+| Training receipt digest | `` |
+
+If local and hosted runs are compared, list numerical-determinism differences
+and prove that governed code, data, config, and parent identities match:
+
+``
+
+## Evaluation
+
+### Baselines and ablations
+
+Every row uses the same frozen examples and metric implementation.
+
+| Model | Artifact/version | Retrieval | Parameters | Evidence label | Notes |
+|---|---|---|---:|---|---|
+| Last value | `` | no | n/a | `` | deterministic baseline |
+| Seasonal naive | `` | no | n/a | `` | `` |
+| Small classical/recurrent baseline | `` | no | `` | `` | `` |
+| RuView Forecast | `` | no | `` | `` | required ablation |
+| RuView Forecast | `` | yes | `` | `` | required if retrieval is enabled |
+
+Do not use TimesFM 3 as an implementation oracle, label source, tuning signal,
+or required acceptance baseline.
+
+### Forecast metrics
+
+Report per horizon and per site/device/interference regime, plus pooled values.
+
+| Metric/domain/horizon | Result | 95% interval | Evidence label | Reproducer |
+|---|---:|---:|---|---|
+| Weighted quantile loss | `` | `` | `` | `` |
+| MAE or scaled error | `` | `` | `` | `` |
+| Nominal 80% interval coverage | `` | `` | `` | `` |
+| Interval width | `` | `` | `` | `` |
+| Quantile crossing before/after policy | `` | `` | `` | `` |
+| Abstention coverage/selective risk | `` | `` | `` | `` |
+
+ADR-348 G3 targets are at least 10% weighted-quantile-loss improvement over
+seasonal naive and 75%-85% measured coverage for a nominal 80% interval. These
+remain `UNMEASURED targets` until populated by qualifying evidence.
+
+### RuView shadow outcomes
+
+| Metric | Baseline | Candidate | Delta/CI | Evidence label | Reproducer |
+|---|---:|---:|---:|---|---|
+| Empty-room false alerts | `` | `` | `` | `` | `` |
+| Occupied-room recall | `` | `` | `` | `` | `` |
+| Abstention by deployment | `` | `` | `` | `` | `` |
+| Drift/OOD rate | `` | `` | `` | `` | `` |
+
+ADR-348 G4 targets at least 50% relative empty-room false-alert reduction with
+no more than 2 percentage points occupied-room recall loss over at least 14
+shadow days. These are `UNMEASURED targets`, not current capabilities.
+
+### Runtime measurements
+
+| Platform | Build/features | Batch/streams | Context/horizon | p50/p95/p99 | Peak RSS | Evidence label | Reproducer |
+|---|---|---:|---|---|---:|---|---|
+| `` | `` | `` | `` | `