AI governance framework — semantic responsibility, self-auditing memory, council deliberation. Honest about what it enforces vs. merely declares. 語魂:讓 AI 對自己說過的話負責。
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Updated
Jul 10, 2026 - Python
AI governance framework — semantic responsibility, self-auditing memory, council deliberation. Honest about what it enforces vs. merely declares. 語魂:讓 AI 對自己說過的話負責。
TS-Reasoner v30.0.0: verifier-first local agent OS where language/model systems propose, typed verifier support and risk gates decide, and receipts make outcomes inspectable.
Deterministic computing and storage substrate with content-addressed objects, receipts, journals, rollback, and reproducible state transitions.
Thinking System satellite or research repository. Canonical development and migration tracking now occur in BoggersTheFish/thinking-system.
Verifier-first backlog of attackable open problems
To associate your repository with the verifier-first topic, visit your repo's landing page and select "manage topics."