Janus: Evidence-Before-Effect Sagas and Offline-Verifiable Provenance for Agentic LLMs

Janus is a system for agentic LLMs that ensures the record of actions is stored on the effect path, providing offline-verifiable provenance. It uses a signed, hash-chained log to record proposals, verdicts, and answers, and allows auditors to re-derive verdicts offline. Janus is evaluated under various scenarios, including crash injection and post-approval substitution attacks.

RSS Score 0 10/1/2026, 4:00:00 AM Original Source
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