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Regularized Recursive Self-Improvement of Agent Harnesses (RRSI) is introduced, which incorporates the principles of regularizations into harness self-improvement by constraining the evolution candidate proposal and selection.
FinanceHarness not only automates financial deep research but also reveals that even advanced LLMs struggle with specialized financial tasks, scoring below 40% on rigorous benchmarks.