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NVIDIA's AVO agent scores 100% on ARC-AGI-3 puzzle test without instructions

AVO demonstrates efficiency advantages over competing agent frameworks

1 Aug 21 4:50 PM · 12d ago · 1 article · 1 source · development 1 of 2

The AVO agent solved the 183 levels using 6,624 actions, representing a 12% efficiency gain compared to VISTA, which required 7,542 actions. The base Claude Opus 5 model achieved only 30% accuracy on the same benchmark, highlighting the value of NVIDIA's harness architecture.

AVO demonstrates efficiency advantages over competing agent frameworks
wccftech.com

“NVIDIA's coding agent AVO scored 100% on ARC-AGI-3's 25 public games, solving all 183 levels. The agent receives no rules or stated goals.”

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NVIDIA Developer of AVO agentAnthropic Creator of Claude Opus 5 model

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Peak 2 pieces in 3h at Aug 21, 2 PM; 2 pieces over 12 days (2 articles) Aug 21, 2 PM — 2 pieces · 2 articles — Google News 1, Newswires 1Aug 21, 5 PM — quietAug 21, 8 PM — quietAug 21, 11 PM — quietAug 22, 2 AM — quietAug 22, 5 AM — quietAug 22, 8 AM — quietAug 22, 11 AM — quietAug 22, 2 PM — quietAug 22, 5 PM — quietAug 22, 8 PM — quietAug 22, 11 PM — quietAug 23, 2 AM — quietAug 23, 5 AM — quietAug 23, 8 AM — quietAug 23, 11 AM — quietAug 23, 2 PM — quietAug 23, 5 PM — quietAug 23, 8 PM — quietAug 23, 11 PM — quietAug 24, 2 AM — quietAug 24, 5 AM — quietAug 24, 8 AM — quietAug 24, 11 AM — quietAug 24, 2 PM — quietAug 24, 5 PM — quietAug 24, 8 PM — quietAug 24, 11 PM — quietAug 25, 2 AM — quietAug 25, 5 AM — quietAug 25, 8 AM — quietAug 25, 11 AM — quietAug 25, 2 PM — quietAug 25, 5 PM — quietAug 25, 8 PM — quietAug 25, 11 PM — quietAug 26, 2 AM — quietAug 26, 5 AM — quietAug 26, 8 AM — quietAug 26, 11 AM — quietAug 26, 2 PM — quietAug 26, 5 PM — quietAug 26, 8 PM — quietAug 26, 11 PM — quietAug 27, 2 AM — quietAug 27, 5 AM — quietAug 27, 8 AM — quietAug 27, 11 AM — quietAug 27, 2 PM — quietAug 27, 5 PM — quietAug 27, 8 PM — quietAug 27, 11 PM — quietAug 28, 2 AM — quietAug 28, 5 AM — quietAug 28, 8 AM — quietAug 28, 11 AM — quietAug 28, 2 PM — quietAug 28, 5 PM — quietAug 28, 8 PM — quietAug 28, 11 PM — quietAug 29, 2 AM — quietAug 29, 5 AM — quietAug 29, 8 AM — quietAug 29, 11 AM — quietAug 29, 2 PM — quietAug 29, 5 PM — quietAug 29, 8 PM — quietAug 29, 11 PM — quietAug 30, 2 AM — quietAug 30, 5 AM — quietAug 30, 8 AM — quietAug 30, 11 AM — quietAug 30, 2 PM — quietAug 30, 5 PM — quietAug 30, 8 PM — quietAug 30, 11 PM — quietAug 31, 2 AM — quietAug 31, 5 AM — quietAug 31, 8 AM — quietAug 31, 11 AM — quietAug 31, 2 PM — quietAug 31, 5 PM — quietAug 31, 8 PM — quietAug 31, 11 PM — quietYesterday, 2 AM — quietYesterday, 5 AM — quietYesterday, 8 AM — quietYesterday, 11 AM — quietYesterday, 2 PM — quietYesterday, 5 PM — quietYesterday, 8 PM — quietYesterday, 11 PM — quietToday, 2 AM — quietToday, 5 AM — quietToday, 8 AM — quietToday, 11 AM — quietToday, 2 PM — quiet 1–2
1–2AVO demonstrates efficiency advantages…
Aug 22Aug 23Aug 24Aug 25Aug 26Aug 27Aug 28Aug 29Aug 30Aug 31yesterdaynow · 4:53 PM ET

Reported in the same hours no headline names this development itself — these 1 claim were published in its stretch

  1. 1 outlet NVIDIA Built Its AVO Coding Agent To Optimize CUDA GPU Kernels, And It Just Achieved A 100% Score On A Public Test Without Receiving Any Prior Instruction

    first by Wccftech, 12d ago

All 2 developments of NVIDIA's AVO agent scores 100% on ARC-AGI-3 puzzle test… →

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