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ruv 6511ca90fb docs(adr): ADR-154 signal/DSP beyond-SOTA sweep — Milestone 0
Records Milestone-0 of the signal/DSP beyond-SOTA sweep with full PROOF
discipline (MEASURED vs CLAIMED vs THEORETICAL grading throughout):

- §2 discloses the headline anti-slop finding: the ADR-134 CIR coherence gate
  was DEAD in production (canonical-56 frames -> SubcarrierMismatch -> silent
  freq-domain fallback for every frame). Documents the canonical56() fix + the
  4 committed proof tests.
- §3 NaN/inf adversarial bypass; §4 divide-by-(n-1) window trio.
- §5 the two MEASURED perf wins with before/after medians + reproduce commands.
- §6 per-module SOTA landscape, evidence-graded: deep-unfolded ISTA/LISTA for
  CSI->CIR (~3 dB NMSE, MEASURED, arXiv 2211.15440 + 2502.05952), diffusion CIR
  prior (public weights, MEASURED), Wi-Spoof adversarial eval (MEASURED, arXiv
  2511.20456), Bayesian multi-AP fusion (CLAIMED, no code, 2512.02462),
  coherence gating + RF intention-lead (THEORETICAL).
- §7 roadmap: LISTA-for-CIR as the top ACCEPTED-future item (M effort; the ISTA
  + Phi already exist in cir.rs) — proposed, NOT implemented this milestone —
  plus the explicit deferred-findings backlog (the ~45 review findings not
  fixed here, graded P1/P2/P3) so nothing is silently dropped, with a
  horizon-ledger DONE-vs-DEFERRED one-liner.

Co-Authored-By: claude-flow <ruv@ruv.net>
2026-06-11 19:21:31 -04:00
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