Runtime-AI-Scientist

Runtime AI Scientist (formerly RAC AI Scientist): official code for "Can AI Scientists Coordinate at Runtime?" (arXiv 2610.00980). Runtime Agent Coordination (RAC) for multi-agent AI scientists such as ARK, Agent Laboratory, and EvoScientist, evaluated on ResearchClawBench.

Multi-agent AI scientists such as Agent Laboratory, EvoScientist, and ARK can already take a research question from literature review to a written report. Most of them coordinate at design time: a fixed workflow decides which agent acts next. Human scientists work differently. They change who does what as results come in.