Science in Broad Daylight
How should an RSI system evaluate agent performance on open-ended design tasks when self-reported claims cannot be trusted?
Research
The Goal of Science Is Not to Win
How should an RSI loop decide what candidate to explore next across vast design spaces without waiting hours for sign-off?
AI Should Build Its Own Research World Model
How can a self-improving design loop retain and query verified lessons across sessions so agents never repeat failed fixes?
Agent-Native Research Artifacts
How should complex branching design iterations and negative results be packaged so future agents can inherit and rerun them?
Beyond Natural Language: An Agent-Native Language for Autonomous Science
How can autonomous agents formalize and mathematically verify engineering hypotheses beyond ambiguous natural language?
Curie: Toward Rigorous and Automated Scientific Experimentation with AI Agents
How do we enforce experimental rigor, controls, and auditability in autonomous multi-step agent workflows?
EXP-Bench: Can AI Conduct AI Research Experiments?
Can autonomous AI agents design, execute, and debug complex multi-step technical experiments end-to-end?