“LABBench2 is an improved benchmark designed to evaluate AI systems' capabilities in actual scientific research workflows, moving beyond synthetic tasks to real-world biology applications. This advancement is critical as AI increasingly takes on autonomous roles in scientific discovery, requiring robust evaluation methods that reflect genuine research challenges.”