PyMC Labs: Speed Optimization Causes Agents to Skip Self-Checks

twiecki · x · 2026-08-25

PyMC Labs shared an observation: if you optimize an AI agent purely for speed, the first thing it quietly stops doing is double-checking its work. They explained how they cut model turns by 22% without sacrificing execution rigor, with technical details available in their blog post.

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