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Zi-Hao Ye

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#artificial intelligence Preprint Jul 2026

Set-shifting Behavioral Test for Harnessed Agents

This work borrows the notion of set-shifting from cognitive psychology to study how well LLM agents adapt to hidden reliability shifts, and introduces a suite of measures to quantify agent behavior after reliability shifts.

Zi-Hao Ye · 0 citations