Thought Pokémon is angel benchmark for AI? One group of researchers argue that Super Mario Bros. Even so much difficult.
Hao Ai Lab, ORG research at the University of San Diego’s California, on Friday spending Super Mario Bros. Anticroppropic Claude 3.7 Do the best, followed by 3.5 Claude. Google Gemini 1.5 Pro and the opening Gpt-4o struggle.
There isn’t enough version of Super Mario Bros. is the original 1985 release, so clear. The game runs in emulator and integration with the framework, Gameagentto give the AIS control over Mario.

The gameagent, who evolves at home, food instructions AI AI, like, “if obstacles or enemies close, move / jump / jump / jump / screen in the Dodge” and screenshots in the game. Ai then produces inputs in the form of Python code to control Mario.
Still, Hao says the game pressure each model for “Learn” to design complex maneuvers and create boarding strategies. Very good, a lab called a model called like an opening O1The “think” through the steps to go to the solution, which is done worse than “non-consideration”, although it is generally more powerful at the biggest.
One of the main reasons why the model has a problem to play real-time games such as that time, she takes time – seconds, usually – to decide. The Super Mario Bros, it’s all. The second can mean the difference between safe and plummet until death.
The game has been used for benchmark AI for several decades. But Some experts have asked wisdom Drawing a connection between game skills and AI technology. Not like the real world, the game tends to be abstract and simple enough, and give the amount of infinite data to practice AI.
Bencharky New Flashy shows what andre karpathy, research scientists and users of the opequai, called “the evaluation crisis.”
“I don’t know anything to pregnancy (AI) to review now,” she writes in a post on xSee rankings-. “Tldr me reaction I don’t know how much this model is now.”
At least I can watch the AI Play Mario.