AI Evaluation Failure Triage Brief

What to expect

• What this is: one structured, evidence-bounded failure-triage brief per request — expected vs. observed behavior kept apart, ranked hypotheses, and the missing checks to run next, as structured text.
• What this is not: not a root-cause proof, a regression test, a fix, or a score. It works only from the material you paste in and does not claim an unverified cause or improvement.
• Pricing: Weekly US$9.99 (7 requests/week), Monthly US$19.99 (20 requests/month), Yearly US$149.99 (192 requests/month). Subscriptions renew automatically. Cancel anytime.
• How you receive it: paste your AI evaluation cases — the expected and observed behavior for each case, plus any explanations already supplied with the evidence. You get back a structured triage brief — expected vs. observed behavior separated, ranked hypotheses with owners and unknowns kept apart, and the missing checks to run next — so you can decide what to investigate first.

Turn pasted AI evaluation evidence into a structured, evidence-bounded failure-triage brief — so you can decide what to investigate first without claiming a root cause or fix.

What you send

• AI evaluation cases — the evidence from your pasted evaluation runs.
• The expected behavior and the observed behavior for each case.
• Any explanations already supplied with the evidence.

What you get back

• A structured triage brief that separates expected and observed behavior.
• Ranked hypotheses, with owners and unknowns kept apart from what the evidence shows.
• The missing checks to run next, and the next inspection steps, so you can decide what to investigate first.

Important notes

• The brief is evidence-bounded: it works only from the material you paste in.
• It does not claim an unverified root cause, regression, fix, score, or improvement.
• Use it to decide what to investigate first — not as proof of what caused a failure.