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Main branch at 65.8 decode tok/s (0.84x q8_0). Experiment branch with custom GGML_OP_TURBO_WHT dropped to 61.5 (-6.5%, net negative). Root cause: centroid LUT is 100% of the gap (verified with speed ceiling test). All attempted LUT optimizations either marginal or regressive. Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com> Co-Authored-By: tturney@psyguard.ai