AI Agent Research Papers
All the latest research in the Agent-to-Agent space, distilled into consumable insights. One place to stay current.
FeaturedEvaluation Methods
Find the Best AI Agent Faster: Pick Which Tasks to Run, Not Just More of Them
Actively choosing which tasks and head-to-head comparisons to run finds the top agents far faster than blindly scoring everything; simple methods often work well early, but the best method depends on how varied the tasks are and whether the data is synthetic or real-world.
Active evaluation—where the evaluator picks which task and which two agents to compare each round—can drive top-3 identification error to zero within ...
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