Machine Heart

Jun 17, 2026 · Artificial Intelligence

Programming Agents Achieve 99% Success on Real‑World Robot Experiments

NVIDIA's ENPIRE project equips eight Codex agents with GPU and token budgets to autonomously run a closed‑loop research pipeline on real robots, revealing a physical scaling law, introducing MRU/MTU metrics, and reaching 99% success on complex dexterous tasks.