Bilevel Autoresearch: Meta-Autoresearching Itself — Autonomous Agents Optimize Their Own Research Loop
arXiv·medium signal
Researchers apply autoresearch to autoresearch itself, using an autonomous research loop to optimize the components of the autoresearch system. The bilevel framework treats the outer loop as optimizing the research methodology while the inner loop executes the optimized methodology on target problems. This meta-recursive approach represents a new paradigm for self-improving autonomous agent systems.