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docs: precise calibration validation scope (capture+API+auth proven; clean enroll→train→infer not yet on-target)

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Aligns ADR-151 §7 + the appliance integration doc with the PR #989 scope
clarification: nothing has run a clean baseline → enroll → train → infer on
live CSI; the live breathing read used the stateless head, not a trained bank.
Adds --source-format adr018v6 to the backlog.

Co-Authored-By: claude-flow <ruv@ruv.net>
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ruv
2026-06-09 13:35:45 -04:00
parent 4ea51df8a3
commit 5e4260e2f7
2 changed files with 15 additions and 4 deletions
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docs/adr/ADR-151-room-calibration-specialist-training.md
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@@ -247,7 +247,7 @@ wifi-densepose room-status --room living-room
| **P5** | heartbeat + restlessness + anomaly specialists; `runtime.rs` mixture + veto + confidence gating | End-to-end RoomState on hardware; anomaly veto verified | ✅ Done (`runtime.rs`, CLI `room-watch`; breathing read live on COM8 ESP32) |
| **P6** | Baseline-drift `STALE` invalidation; SONA online adaptation; optional ADR-105 federation; HF teacher–student distillation | Drift marks bank STALE; AetherArena entry | ◐ Partial (STALE done; SONA/federation/HF-backbone = follow-ups) |
**Current status (2026-06-09):** Stages 1–5 implemented with *statistical* specialists (threshold/prototype/autocorrelation) — runnable and hardware-validated today. 48 unit tests. Open refinements: phase-based (vs amplitude) breathing carrier for stronger SNR, RVF/HNSW storage, and the ADR-150 frozen HF backbone the specialists would distill from.
**Current status (2026-06-09):** Stages 1–5 implemented with *statistical* specialists (threshold/prototype/autocorrelation). 54 unit tests (incl. multistatic), all passing under qemu-aarch64. **Validation scope is precise:** baseline capture + HTTP API + auth are proven on real CSI (Pi-5 nexmon, 6,813 frames; and an ESP32-S3). The one live runtime signal (breathing ~16–31 BPM via `room-watch`) used the *stateless* breathing head, **not** a trained bank; a clean empty-room `enroll → train-room → room-watch` loop has **not** yet run on-target — the headline remaining gap. Open refinements: `--source-format adr018v6` (drive from the Pi's own nexmon), phase-based breathing carrier, RVF/HNSW storage, and the ADR-150 frozen HF backbone the specialists would distill from.
Validation per CLAUDE.md: `cargo test --workspace --no-default-features` green; hardware verification on the ESP32-S3 (currently COM8) before any release; witness bundle regenerated if the proof surface changes.