ARC-AGI-3 is the first interactive reasoning benchmark designed to evaluate human-like intelligence in AI agents. It requires agents to explore novel environments, acquire goals dynamically, build adaptable world models, and learn continuously, with a perfect score indicating performance that matches or exceeds human efficiency in every game.