AI for Science: How to turn your LLM into an Innovation Machine

The Power of Iterative Planning and Search in LLM-Based Scientific Innovation

Large Language Models (LLMs) have demonstrated remarkable capabilities across various domains, including scientific innovation. By harnessing the power of these models, researchers aim to accelerate the discovery process and generate novel research ideas. However, existing LLM-based methods often struggle to produce truly diverse and innovative concepts…