My LLM Critic Disagreed With Itself on Every Trial. The Safe Part Was the Code I Didn’t Trust It to Touch.
This story is from 2026-08-28. It is preserved in the archive; the latest stories are on the live feed.
In the My Agent Refused 96 Times. That Was the Right Output. , I argued that the most valuable output from an agent planner is often a well-structured refusal. This one is about the harder engineering question: what makes the refusal trustworthy when the model providing it is fundamentally unstable…
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- 2026-08-28 07:15 · DEV Community — AI
My LLM Critic Disagreed With Itself on Every Trial. The Safe Part Was the Code I Didn’t Trust It to Touch.