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Nvidia research: the harness, not the model, wins long-horizon tasks

Nvidia researchers argue that the harness — tools, memory, and a supervisor — matters more than the underlying model for long-horizon work. Claude Opus 5 with a custom harness scored 100% on ARC-AGI-3, versus 30% without it.