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Even with ample tokens, "thinking" models don't always ace associative creativity, suggesting current prompting strategies only scratch the surface of unlocking LLMs' creative potential.
LLMs can learn to make better decisions in complex environments by explicitly reasoning about the cost of exploration, leading to more efficient information gathering and problem-solving.