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Google and DeepMind researchers introduced Dream-RSI, a method that replays past search runs to test new strategies without repeating costly computations. With Gemini 3.1 Pro, average runtime fell from 3,587 to 2,931 milliseconds and attempts dropped from 550 to 317.
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