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Add Determs — verifiable LLM decision audit records (VDR spec + SDK)#554

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Add Determs — verifiable LLM decision audit records (VDR spec + SDK)#554
nullcb wants to merge 1 commit into
tensorchord:mainfrom
Determs-com:add-determs

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@nullcb nullcb commented Jun 6, 2026

Determs is an open specification (Verifiable Decision Record) and reference implementation for capturing each LLM call as a verifiable, independently-checkable audit record.

Added to the Observability section alongside QWED and other audit-adjacent tools.

Distinction from monitoring tools: not a dashboard or trace aggregator — a cryptographic record layer. Each call produces a self-contained record with stable digests that any party can verify with public infrastructure, no account needed.

  • Python SDK wraps Anthropic + OpenAI clients (drop-in, no code change required)
  • Rust CLI: verify, replay, hash, capture
  • Optional public anchor (OpenTimestamps) for tamper-evident existence-in-time
  • Evidence packs for EU AI Act Art. 12/19 compliance

Links: determs.com · github.com/determs-com/determs · pypi.org/project/determs

Disclosure: submitted by the Determs maintainers.

Signed-off-by: nullcb <nullcb@users.noreply.github.com>
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