LLM-SRBench is a new benchmark aimed at enhancing scientific equation discovery using large language models, featuring comprehensive evaluation methods and open-source implementation. It includes a structured setup guide for running and contributing new search methods, as well as the necessary configurations for various datasets. The benchmark has been recognized for its significance, being selected for oral presentation at ICML 2025.

FutureHouse has announced a significant breakthrough with its multi-agent system, Robin, which has successfully automated the scientific discovery process, leading to the identification of ripasudil as a novel treatment for dry age-related macular degeneration (dAMD). The system integrates various AI agents to autonomously generate hypotheses, design experiments, and analyze data, demonstrating a new paradigm for AI-driven research across multiple scientific fields. The code and data for Robin will be released for public use to encourage further advancements in automated discovery.