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- New: docs/papers/layer-aware-v-compression.md — full research writeup - Updated: docs/turboquant-recommendations.md — Boundary V as advanced experimental option - New: proof/niah/niah_boundary_v/ — NIAH retrieval evidence Boundary V protects first 2 + last 2 layers with q8_0-V while compressing remaining layers with turbo2-V. Quality between turbo3 and turbo2, effective compression between the two. Validated across 4 models on Metal. Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com> Co-Authored-By: tturney@psyguard.ai