EPIC: Clinical safety, privacy & security #5

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opened 2026-08-19 01:58:58 +00:00 by timmy · 31 comments
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EPIC: Clinical safety, privacy & security

Goal

Preserve deterministic red-flag escalation and an honest medical/privacy boundary while photos and model services are introduced.

Milestone

M1 — Sovereign Photo Intelligence

Acceptance criteria

  • No model can infer symptoms, diagnose disease, clear food, or suppress deterministic escalation.
  • Threat model and data-flow map cover browser, Timmy API, worker, training store, logs, and deletion.
  • Clinical and privacy copy receive an independent review before beta.

Risk/uncertainty

Risk Impact Mitigation
Generic vision accuracy is inadequate Wrong prefill Calibrated abstention, confirmed labels, specialist model
Medical imagery leaks Severe trust harm Metadata stripping, no body logging, bounded retention, deletion tests
Scope turns diagnostic Safety/regulatory risk Observable-field boundary and deterministic symptom path

Child tickets

  • #9 — Document product decisions, non-diagnostic boundary, and release authority
  • #20 — Write the end-to-end photo data-flow threat model
  • #21 — Expand deterministic symptom escalation regression suite
  • #22 — Finalize photo-analysis consent, retention, deletion, and privacy copy
  • #23 — Independent clinical review of Bristol and urgent-symptom language

Definition of done

  • Child tickets closed or explicitly deferred with rationale
  • Acceptance evidence linked
  • Full test suite green
  • Human gate used only where labeled
# EPIC: Clinical safety, privacy & security ## Goal Preserve deterministic red-flag escalation and an honest medical/privacy boundary while photos and model services are introduced. ## Milestone **M1 — Sovereign Photo Intelligence** ## Acceptance criteria - [ ] No model can infer symptoms, diagnose disease, clear food, or suppress deterministic escalation. - [ ] Threat model and data-flow map cover browser, Timmy API, worker, training store, logs, and deletion. - [ ] Clinical and privacy copy receive an independent review before beta. ## Risk/uncertainty | Risk | Impact | Mitigation | |---|---|---| | Generic vision accuracy is inadequate | Wrong prefill | Calibrated abstention, confirmed labels, specialist model | | Medical imagery leaks | Severe trust harm | Metadata stripping, no body logging, bounded retention, deletion tests | | Scope turns diagnostic | Safety/regulatory risk | Observable-field boundary and deterministic symptom path | ## Child tickets - [ ] #9 — Document product decisions, non-diagnostic boundary, and release authority - [ ] #20 — Write the end-to-end photo data-flow threat model - [ ] #21 — Expand deterministic symptom escalation regression suite - [ ] #22 — Finalize photo-analysis consent, retention, deletion, and privacy copy - [ ] #23 — Independent clinical review of Bristol and urgent-symptom language ## Definition of done - [ ] Child tickets closed or explicitly deferred with rationale - [ ] Acceptance evidence linked - [ ] Full test suite green - [ ] Human gate used only where labeled
timmy added this to the M1 — Sovereign Photo Intelligence milestone 2026-08-19 01:58:58 +00:00
timmy added the
type/epic
type/security
priority/P0
area/safety
area/privacy
labels 2026-08-19 01:58:58 +00:00
timmy self-assigned this 2026-08-19 01:58:58 +00:00
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Reference: stackchain/timmy-talking-turd#5
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