Alvin OmozokpiaAlvin OmozokpiaAI Product Manager
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Field test

Play release gatekeeper.

Four release decisions, then a verdict. Compare your calls with the evidence behind a shipped AI system.

  1. Demo
  2. Replay
  3. Threshold
  4. Refusals
  5. Verdict

Step 1 · The demo looks great

A release candidate beats the offline eval.

The demo is convincing and the curated benchmark agrees. Your release gate exists for exactly this moment. What is your call?

Current system~91.2
Candidate~93.5

Numbers marked ~ are illustrative interpolations. The anchors are real: the replayed regression, the 99% filed-field threshold recovering 31 points of automation, and the 9% refusal budget cutting unsupported claims from 14% to 1.8% are documented in the decision docs linked from the verdict.