Skill-centric training beats task-centric for small web agents across 4 benchmarks

anmarasovic · x · 2026-11-03

New research finds small web agents should practice skills rather than whole tasks: with the same amount of data, a 4B agent trained on skill-centric traces beats a task-centric counterpart on all four benchmarks tested. Paper and thread linked.

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