AI Extrapolation

AI-generated ideas are more novel and exciting compared to human-generated ones. While the feasibility of both is similar, the primary issue lies in the tendency of AI ideas to converge into repetitive patterns without limited implementation details in the plan.

Can LLMs Generate Novel Research Ideas? A Large-Scale Human Study...

Recent advancements in large language models (LLMs) have sparked optimism about their potential to accelerate scientific discovery, with a growing number of works proposing research agents that...

https://arxiv.org/abs/2409.04109

AI Extrapolation

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