Auditable AI Scientists: New Protocol Lets LLM Agents Track and Verify Their Hypotheses
The authors introduce the Hypothesis Evolution Protocol, a framework that forces LLM agents to log hypothesis generation, testing, and belief updates as explicit, auditable steps. In materials‑science benchmarks, the protocol improves transparency and enables humans to verify and build on AI‑driven scientific reasoning.