Agent Search Should Preserve Uncertainty

torchcompiled · x · 2026-07-15

This post discusses strategic trade-offs in agent search. The author argues that an agent likely performs an empirical search for a "good next step," sharing characteristics with Bayesian search. They add that when dealing with noisy test results, one shouldn't prematurely condemn a method. A more rational approach is to maintain a degree of uncertainty until enough evidence accumulates to converge on a judgment.

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