NVIDIA's AVO completed all 183 public ARC-AGI-3 levels, and Prime Agent, paired with Claude Opus 5, scored 95.5% and published an arXiv report on its architecture, both dated August 23-25.
Prime Agent's report describes a memory hierarchy where 'the model moves state between those levels with code instead of having it compacted away,' so long-context work becomes an information-management problem. Both results are framed as showing that agent scaffolding, not raw model capability, is the decisive factor.