ARC-AGI-3 Preview: 30-Day Learnings

// A North Star To AGI

​ARC-AGI-3 has been live for 30 days: New agents, new games, and efficient intelligence.

ARC-AGI-3 Preview continues to evolve. Over the past month we closed out our first agent preview competition, validated action efficiency as a means to measure adaptation, and opened up three new games to the community.

We also hosted the ARC-AGI-3 Preview event, featuring a presentation from ARC Prize President Greg Kamradt and a conversation between François Chollet and Dwarkesh Patel.

• Agent Competition Results - The 30-day ARC-AGI-3 Preview Agent Competition wrapped up with five winning entries. First place went to Stochastic Goose by Dries Smit and Jack Cole, and second to Blind Squirrel by Will Dick. Prizes totaled $7,500, with three honorable mentions. See the winning solutions.
• Action Efficiency - Humans complete games far more efficiently than agents. Action efficiency measures how quickly and effectively an agent turns observations into actions. See human efficiency for 3 public games.
• Three New Games Released - The competition used three public and three hidden private games for evaluation. Those private games are now live, bringing the total to six — all playable online and via API.

If you know a game developer or game-minded collaborator who’d like to help shape ARC-AGI-3, reply to this email, we’d love to hear from them.