If you're building anything with an LLM judge in the loop, this is the failure mode that will get...
The AI judge that called a half-finished audit 'exhaustive'
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The one rep you can't outsource
Last week I said judgment is the job now that output is cheap. Which leaves the obvious next question: fine, but how do you actually build judgment? …
Your Model Upgrade Broke Three Workflows and the Tests Still Passed
Every team that runs agent evals eventually hits the same wall: your suite was green on Friday, you...
You Can't Ensemble Your Way Out
Any policy that emits one model's answer caps at 1-β, the rate every model co-fails at once. You can't ensemble your way out of a shared failure.