search algorithms

Google and DeepMind researchers introduced Dream-RSI, a method that lets AI agents test new search strategies by replaying recorded past attempts instead of running costly new computations. Tested on Gemini 3.1 Pro and Gemini 3.7 Flash across eight tasks, it matched or beat baselines while using far fewer attempts.