NVIDIA's AVO Agent Scores 100% on ARC-AGI-3 Benchmark

ZeroStateReflex · x · 2026-08-22

NVIDIA's general-purpose coding agent, AVO, achieved a perfect 100% score on the ARC-AGI-3 interactive reasoning benchmark, completing all 183 levels across 25 public environments. The agent operates without instructions, explicit rules, or stated goals, learning by trial, observation, and error correction. AVO succeeds by retaining learned information and building upon it over long periods, avoiding the need to restart when the model's context resets. Powered by Claude Opus 5, the same system previously demonstrated autonomous operation for seven days optimizing GPU code.

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