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Eliciting confidence at multiple stages reveals that the final retrieval step's uncertainty signal can dramatically enhance the reliability of AI-generated answers.
Forget slow and steady: "Fast Thinking" prompts, combined with carefully tuned reward functions and REINFORCE, can dramatically boost the performance of RL-trained research agents.
