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.
Medai: Evaluating txagent’s therapeutic agentic reasoning in the neurips cure-bench competition
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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.