Agent Evaluation Science Symposium CFP: coding-agent teams at 70% lower cost teased

nouhadziri · x · 2026-10-15

The Agent Evaluation Science Symposium (NYC, Nov 20) is accepting 2-page extended abstracts and short papers on agent evaluation; published work is welcome. Abstract deadline Oct 20, paper deadline Oct 25, with free registration and travel support.

Scope covers four tracks: Diagnose (audits, replications, negative results, contamination), Measure (constructs, metrics, human evaluation, automated graders), Operationalize (benchmarks, environments, traces, scalable grading), and Apply (coding, research, healthcare, enterprise tool-using agents).

The poster also previews their own talk: the science of scaling teams of coding agents—when teams outperform single agents, where collaboration pays off most, and how smarter compute allocation and heterogeneous teams push the performance-cost frontier, claiming near-frontier team performance at 70% lower cost, with the paper and blog dropping soon.

Related event: Agent Evaluation Science Symposium Calls for Papers, Deadline Oct 20(2 posts)→

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