Canonical repository, verified baseline, roadmap, and operating receipts.
Hardened self-hosted image-analysis path with honest abstention and smooth photo UX.
Consent-governed corpus, labels, evaluation harness, and specialist classifier candidate.
Useful private beta with longitudinal summaries, portability, accessibility, and support operations.
Security, privacy, deployment, observability, RC evidence, and explicit release approval.