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Evidence for every AI action.

Capture what the system did, which evidence shaped it, and where people intervened.

Open event taxonomy

One evidence schema.

inferencemodel behavior

Inputs by hash or reference, model identity and version, output, timestamp, and linked decision.

human_oversightreview and intervention

Review requests, affirmations, overrides, withdrawals, reviewer identity, and notes.

system_changecontrolled change

Model, policy, prompt, data, and deployment changes with version lineage.

data_subjectrights and notices

Notices, access, erasure, retention, and human-review requests without corrupting history.

incidentforensics

Material events, containment, remediation, and linked activity for reconstruction.

memorywhat the agent knew

Memory writes and revisions share the same authoritative record layer.

Evidence Pack v1

Export the evidence.

An Evidence Pack binds the decision to its point-in-time context, source versions, model, policy, review, and integrity checks.

DisputeEvidence view
EU regulatorArticle 12 system records and oversight trail
Rejected consumerAdverse-action reasons and human-review status
Bank validatorModel/policy versions, changes, and cited evidence
LitigationPoint-in-time production, legal hold, and chain of custody
AuditorContinuous evidence in an open, verifiable format

Reconstruct AI actions.

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