143-Empowering biomedical discovery with AI agents

Paper Talk · Oct 17, 2025 · 17m

This paper provides an extensive perspective on the emerging role of Artificial Intelligence (AI) agents in transforming biomedical discovery, envisioning systems capable of autonomous, skeptical learning and reasoning, referred to as "AI scientists." It details the evolution of data-driven models from databases to interactive learning and, finally, to current multi-agent systems, outlining various levels of autonomy for AI agents in research, from simple assistants to full scientists capable of generating novel hypotheses. The text describes the key modular components necessary for these…