ARC-AGI has no current plan for multi-agent games in which two LLMs compete, because its focus is on a single agent; it may nevertheless include deterministic agents implemented through code or programs in the environment.

“And so we don't have plans yet to have multi-agent in the fact of like two LLMs battling against each other because we're really kind of focused on the one, but yet we may have deterministic agents out there in the environment that are kind of more code and program based.”