# Tick 33 — 2026-05-22 10:31 UTC **Thread:** R17 (industrial safety) — second new exotic vertical **Verdict:** Industrial vertical composes the same loop primitives as R16 healthcare, with different ADR-113 matrix rows (presence + vital-signs at coarser resolution) and R7 mincut **becomes binding** rather than nice-to-have due to hostile industrial RF. ## What shipped - `docs/research/sota-2026-05-22/R17-industrial-safety.md` — full vertical sketch + R16 parallel comparison. ## Three deployment scenarios | Scenario | Timeline | Cost vs status quo | |---|---|---| | Warehouse zone (100 m²) | 5y | $80/zone vs $500-2000 camera + monitoring | | Construction site | 10y | per-project federation | | Refinery / chemical plant | 15y | adds CSI to existing gas + cam + badge infrastructure | ## R17 vs R16 parallel | | R16 healthcare | R17 industrial | |---|---|---| | Subjects | patients | workers | | Mobility | stationary | mobile | | Coverage | 30 m² ward | 100-1000 m² zone | | ADR-113 row | vital-signs (chest, N=5) | presence (body, N=3-4) | | Privacy regime | HIPAA / FDA | OSHA / employment | | **R7 mincut** | nice-to-have | **binding** | | Failure cost | missed clinical event | missed safety event | **Same architecture, different parameter regime.** Loop's primitives form a **vertical-agnostic infrastructure layer**. ## Five specialised cog roadmap items | Cog | Timeline | Primitive | |---|---|---| | cog-fall-detection | 5y | R12.1 + PPE-tuning | | cog-zone-occupancy | 5y | R12 PABS + R6.2.5 | | cog-lone-worker-vitals | 5y | R14 V1 (rate-only per R13) | | cog-worker-fatigue | 10y | R10 gait + R15 | | cog-multi-zone-orchestrator | 5y | R6.2.5 + ADR-105 fed | ## Why R7 mincut becomes binding Industrial RF environment has legitimate noise (cell, BLE tools, walkie-talkies) that must be disambiguated from sensor compromise. R7 Stoer-Wagner mincut on N ≥ 4 anchors is the only defence; ADR-113 already requires N ≥ 4 for multi-feature cogs, which conveniently satisfies the industrial requirement. ## PPE-specific body model needed (R6.1 follow-up) Construction PPE (hard hat, high-vis vest, safety harness, tool belt, steel-toed boots) changes per-part reflectivity by ~5-15%. ~1-2 weeks of labelled-data work for `cog-industrial-pose`. ## R10 gait + worker fatigue (10y mid-term) R10's gait taxonomy extends within humans: - Walking 1.2-2.5 Hz - Fatigued walking 0.8-1.5 Hz (slower + asymmetric) - Impaired walking: asymmetry > 25% OSHA-aligned: pre-incident detection of worker fatigue via gait drift over a shift. ## Honest scope - Synthetic data only; bench validation required for OSHA-grade claims - PPE-specific body model unbuilt (R6.1 body model is bare-clothed) - Outdoor / weather effects partly transfer from R10 foliage model - Worker consent operational, not architectural - Liability + insurance for missed-event failures outside this scope - Audit trail integration with SAP / Maximo / etc. is per-customer ## R17 closes the parallel-vertical demonstration After R17, the loop has demonstrated **vertical-agnostic infrastructure**: same primitives → R10 wildlife / R11 maritime / R14 home empathic appliances / R16 healthcare / **R17 industrial**. Outputs that generalise beyond original problems is the mark of well-factored research. ## Composes with every loop thread - R1, R5, R6/R6.1, R6.2.5, R7 (binding here), R10, R12/R12.1, R13 NEGATIVE, R14, R15 - ADR-113 (placement matrix), ADR-105-109 (full privacy + PQC chain) - R16 (parallel pattern) ## Coordination `ticks/tick-33.md`. No PROGRESS.md edit. Branch `research/sota-r17-industrial-safety`. ## Loop summary update Five exotic verticals + cross-thread identity work: 1. R10 wildlife (animal conservation) 2. R11 maritime (vessel safety + crew monitoring) 3. R14 empathic appliances (home) 4. R16 healthcare ward 5. **R17 industrial safety** ~1.4h to cron stop.