## Measuring the Creativity Potential of LLM Agents Trying to answer the question of "Can LLM agents discover?" through the lens of creativity This blog post is based on our recent work, "Can LLM Agents Discover? Evaluating Creativity on ML Engineering Tasks", published at COLM 2026 and written with Yunxiang Zhang and Professor Lu Wang at the University of Michigan. Do check out the paper for a more detailed reading, while this blog post acts as a summarized version of our work. The main question we are trying to answer here is this: while there has been a massive push for AI for Science,…