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"Scaling Discovery Requires Forgetting" This paper proposes forgetting, where you have the model discarding sessions histories, keeping only the best solution found so far A fresh team of agents then resumes from that solution, which improves the model performance. www.alphaxiv.org/abs/2610.20563