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Pioneer of reinforcement learning, Richard Sutton, once said that "the two most powerful methods that seem to scale arbitrarily are search and learning". LLM is learning. Systematic, in-context prompting is search. We are seeing a family of methods getting more and more sophisticated at searching: - Chain of thought - Tree of thought - Now, Graph of thought! https://t.co/5ncT5tuTOY
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"full_text": "Pioneer of reinforcement learning, Richard Sutton, once said that \"the two most powerful methods that seem to scale arbitrarily are search and learning\".\n\nLLM is learning. Systematic, in-context prompting is search. We are seeing a family of methods getting more and more sophisticated at searching:\n\n- Chain of thought\n- Tree of thought\n- Now, Graph of thought!\n\nhttps://t.co/5ncT5tuTOY",
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