Recent research from Nvidia demonstrates that the surrounding system, or “harness,” is more critical than the underlying AI model for complex, long-horizon tasks. By implementing a supervisory component and improved memory management, researchers achieved perfect performance on the ARC-AGI-3 benchmark, proving that infrastructure is key to effective agentic AI.