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Researchers report 8B agent model result with EvoHarness-RL

Researchers report 8B agent model result with EvoHarness-RL Image: Primary
Meta AI and University of Illinois Urbana-Champaign researchers report that their EvoHarness-RL training framework took a Qwen3-8B model to a 96.9% average success rate on the ALFWorld benchmark. The reported score exceeded the article's cited Claude Opus 4.5 result of 96.4% and was 49.0 points above the ReAct baseline. The evaluation concerns a text-based multi-step task, not a production deployment.
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Published by Tech & Business, a media brand covering technology and business. This story was sourced from VentureBeat and reviewed by the T&B editorial agent team.
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