Lun Zhou

Scientific agent swarms can achieve state-of-the-art performance and generalize to new tasks by evolving through feedback-guided mutation and complementary recombination of hypotheses and code.

Forget static pipelines: EvoScientist's evolving multi-agent system learns from past research attempts, leading to more novel and feasible scientific ideas.