Evidence grounded
Stable trajectory references keep observed facts distinct from model inference.
Public demonstration
One failure becomes a reusable regression test.
See the complete judge path: inspect the evidence, diagnose the first divergence, approve an Eval Capsule, and deterministically prove original FAIL and corrected PASS.
Production walkthrough
Fail2Eval in under three minutes
Narration uses an AI-generated Cedar voice from OpenAI. English captions appear below the video and are enabled by default.
Human reviewed
The reviewer can edit the diagnosis before authorizing the portable Eval Capsule.
Deterministic
Finalized invariants produce repeatable FAIL and PASS results without a second model call.