self improvement

ScienceBuddy: Recursive-in-Recursive Self-Improvement for Interactive Scientific Agentsarxiv.org

ScienceBuddy is an interactive workspace that converts researcher prompts, feedback, and execution traces into continual‑learning tasks for AI agents. It introduces a "recursive‑in‑recursive" self‑improvement loop that alternates harness refinement and model training, and showcases case studies across four scientific task families.