ComputeLabs Research

NVIDIA AVO achieved 100% on ARC-AGI-3, demonstrating its long-horizon autonomous-agent architecture.

· ComputeLabs Research · from the August 21, 2026 edition

NVIDIA reported that AVO reached a score of 100% on ARC-AGI-3. NVIDIA presented the result as a demonstration of a frontier-level, general-purpose architecture for long-horizon autonomous agents.

The accompanying description emphasized that a frontier language model is only one component of an AI agent. NVIDIA identified the surrounding agent system, often called a harness, as the mechanism that determines how the model receives and acts on information.

The result is a claim published by NVIDIA on its Developer Blog. The supplied source data did not include comparative model scores, evaluation cost, number of attempts, compute consumption, or independent replication details.

  • NVIDIA AVO
  • ARC-AGI-3

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