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wifi-densepose/docs/research/sota-2026-05-22/ticks/tick-36.md

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Tick 36 — 2026-05-22 11:05 UTC

Thread: R19 (agricultural livestock monitoring) — seventh exotic vertical Verdict: First non-human-centric vertical. Composes R10 gait taxonomy + R6.2.5 multi-subject + R12 PABS + R14 V1 vitals. Architecture identical to human verticals; regulatory regime (USDA / EU welfare) differs.

What shipped

  • docs/research/sota-2026-05-22/R19-agricultural-livestock.md — vertical sketch with per-species gait + vital-signs tables.

Headline: 7 exotic verticals now

  1. R10 wildlife
  2. R11 maritime
  3. R14 empathic appliances (home)
  4. R16 healthcare
  5. R17 industrial
  6. R18 disaster (integrates MAT crate)
  7. R19 livestock (first non-human-centric)

Seven distinct domains, same architecture. Overwhelming evidence of vertical-agnostic infrastructure.

Per-species gait + vital-signs tables (R10 extension)

Species Stride Normal RR (BPM) Stress RR
Cattle 0.6-1.2 Hz 10-30 >40
Pig 1.0-2.0 Hz 10-25 >35
Sheep 1.5-2.5 Hz 12-25 >30
Horse 1.0-1.8 Hz 8-16 >20
Chicken (layer) 3.0-5.0 Hz 15-40 >50

R10 gait taxonomy directly extends. Per-species gait drift detects lameness earlier than visual inspection.

Six-cog roadmap

Cog Timeline Primitive composition
cog-cattle-monitor 5y R10 + R14 + R6.2.5 + R12.1
cog-pig-welfare 5y R6.2.5 + R14 + correlation
cog-predator-alert 5y R12 PABS + R10 classifier
cog-lameness-detector 10y R10 gait asymmetry + drift
cog-birthing-alert 10y R14 V1 species signature
cog-free-range-tracker 15y R6.2.2 sparse + Tailscale mesh

Three deployment scenarios

Scenario Timeline Cost vs status quo
Dairy barn (50-100 cows) 5y $200 vs $50K visual+RFID+behaviour
Free-range pasture 10y self-organising solar+ESP32+Tailscale
Pig barn welfare 15y EU "End the Cage Age" / Prop 12 alignment

High-impact use cases

  • Predator detection at pasture edges (R12 PABS): mitigates $232M/year US livestock losses (USDA 2015)
  • Heat-stress detection in dairy (R14 V1): overheated cattle drop milk production 30-50% before visual signs
  • Lameness early detection (R10): dairy industry's #1 welfare issue, currently undetected until severe
  • Sick-pig isolation alert (R6.2.5 + R14): tail-biting outbreaks have herd-level cascading effects

What's different from human verticals

Dimension Human (R16/R17) Livestock (R19)
Mass 60-100 kg 1.5-1000 kg (3+ orders)
Count 1-8 1-1000+
Privacy HIPAA / OSHA / GDPR farmer-consent for animals
Regulatory FDA / OSHA USDA / EU welfare
Cost sensitivity high very high (2-5% margins)
Chicken-scale n/a economically marginal

Architecture identical; cost + regulatory regime differs.

Honest scope

  • Synthetic data only; per-species RCS measurements needed
  • Chicken-scale deployments economically marginal
  • High-density pig barns (8-100/barn) may exceed R6.2.5's 4-occupant limit
  • Weather-affected outdoor RF not in scope
  • No animal-welfare ethics review done (loop specifies infrastructure only)

R19 special status

First non-human-centric vertical. Privacy framework (R14+R3+R15+ADR-106) doesn't apply (animals can't consent); replaced by animal-welfare regulations.

R18 + R19 are the two verticals needing direct external partnerships (FEMA for R18; USDA / animal welfare orgs for R19).

Composes with every loop thread

  • R10 gait taxonomy → livestock species
  • R6.2.5 → herd multi-subject union
  • R12 PABS → predator + cattle-fall
  • R14 V1 → heat-stress + welfare scoring
  • R15 → per-animal RF fingerprint (ID without tag)
  • R7 mincut → pasture-edge adversarial RF
  • ADR-113 placement matrix → modified rows for livestock cogs

Coordination

ticks/tick-36.md. No PROGRESS.md edit. Branch research/sota-r19-agricultural-livestock.

Loop status (~36 ticks, ~55 minutes to cron stop)

  • 17 research threads (R1, R3, R5-R15, R16, R17, R18, R19)
  • 7 exotic verticals
  • 6 new ADRs (105-109 + 113) + 3 existing = 9 in chain
  • 3 negative result categories
  • 2 self-corrections
  • 3 honest-scope findings
  • 9-tick R6 family + 3-tick R3 arc + 3-tick R12 arc all complete
  • Production roadmap shipped (tick 35)

00-summary.md to follow at 12:00 UTC / 08:00 ET stop.