2026
Position: The Age of AI Agents Demands A New Scientific Paradigm To Sustain Trustworthy Science
ICML 2026poster
AI systems are becoming autonomous research agents that generate hypotheses, design experiments, and produce discoveries at scales beyond human oversight. As seen by increased submissions to ML venues, the verification gap between scientific output and our ability to check it is already widening, an…