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Daily Paper CastLarge Language Models Think Too Fast To Explore Effectively
🤗 Upvotes: 10 | cs.AI, q-bio.NC
Authors:
Lan Pan, Hanbo Xie, Robert C. Wilson
Title:
Large Language Models Think Too Fast To Explore Effectively
Arxiv:
http://arxiv.org/abs/2501.18009v1
Abstract:
Large Language Models have emerged many intellectual capacities. While numerous benchmarks assess their intelligence, limited attention has been given to their ability to explore, an essential capacity for discovering new information and adapting to novel environments in both natural and artificial systems. The extent to which LLMs can effectively explore, particularly in open-ended tasks, remains unclear. This stu...2025-02-0125 min
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