AI Overconfidence, Self-Improving Agents, and Compounding Gains

from Awesome Agents Podcast · host Awesome Agents

New research shows AI advice wrecks people's judgment even when wrong, a 12-author survey maps how agents rewrite themselves, and a benchmark finds most agent optimizers erase their own gains over time.

Episode metadata supplied by the publisher feed · Published Jul 16, 2026

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AI Overconfidence, Self-Improving Agents, and Compounding Gains

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