Pydantic @pydantic.dev · Apr 3 A model discovered a contradiction between the Bible and biology textbooks. It had access to a lot of compute so it consumed an entire data center's worth of it, debating the Immaculate Conception with itself. This talk is 15 mins of real production AI failures and what it took to debug them.
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I have hit this exact class of failure when agent loops treat disagreement as a reason to spawn more deliberation. A hard budget on self-critique depth plus deduping semantically similar branches cut both cost and weird rabbit holes.
Link to the talk: www.youtube.com/watch?v=tnFD...