Researchers introduce Mechanist, an agentic system that uses AI as a scientific instrument to autonomously discover the mechanisms underlying intelligence and mitigate risks in AI systems. The system addresses the growing gap between AI capabilities and manual mechanistic exploration by enabling automated analysis