Zhengling Qi

Trustworthy Recursive Self-Improvement with Statistical Guarantees

Researchers at Zhejiang University and George Washington University propose TRUST, a statistical test for deciding which self-made updates an AI agent should keep when it improves its own prompts, tools and workflows. They report far fewer harmful updates accepted than a greedy rule.