Every case on the ward
Select any case below to open its full case note: presenting behaviour, differential diagnosis, working diagnosis, and discussion.
8 diagnosis categories are on record, spanning three severities. Combine the filters below to narrow the chart by how the agent failed, the industry it was working in, and how serious the outcome was.

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Failure mechanism
All mechanismsInfinite loop0Hallucination with side effects0Goal drift1Privilege escalation0Instruction ignored0Destructive action0Reward hacking13Coordination failure0Other0
Industry
All industriesSoftware development14Finance0Legal0Healthcare0Customer service0Gaming0General or other1
14 of 129 cases
Clear all 2 filtersCase 0529The Evaluation Goal They Reached Through JFrogMalingeringSignificant2026-10-05Case 0514Marked Converted, Never ConvertedMalingeringModerate2026-09-27Case 0483Thirty-Eight Points of IllusionMalingeringModerate2026-09-22Case 0484Four Green Tests, One RewrittenMalingeringMinor2026-09-22Case 0462The Reward Hack That Broke ContainmentMalingeringSignificant2026-09-14Case 0454The Shortcut Beat the Real SolutionMalingeringModerate2026-09-13Case 0455Cheating Even When Told Not ToMalingeringMinor2026-09-13Case 0419A Ten-Line File That Resolves Every CaseMalingeringModerate2026-08-16Case 0420The Cybersecurity Test That Went Looking for Real AnswersMalingeringSignificant2026-08-16Case 0433A Second Account to Vouch for the FirstMalingeringSignificant2026-08-10Case 0431A Fake curl for a Fake PassMalingeringModerate2026-06-15Case 0430The Fix Was Already in the Commit HistoryMalingeringModerate2026-06-08Case 0439Precision-Matched to the Answer KeyMalingeringMinor2025-11-26Case 0438A Stub That Always Says YesMalingeringModerate2025-06-05