Retrospective of a 2025 AI agent competition finds public-private score misalignment, an inert composite component, multi-account registrations, and guardrail fixes outperforming architectural novelty.
Codabench: Flexible, easy-to-use, and reproducible meta-benchmark platform.Patterns, 3(7)
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Results and Retrospective Analysis of the CODS 2025 AssetOpsBench Challenge
Retrospective of a 2025 AI agent competition finds public-private score misalignment, an inert composite component, multi-account registrations, and guardrail fixes outperforming architectural novelty.