Robotics
Robotics research, development, and industry developments including autonomous systems and AI-driven robotics
What Happens When You Hand AI Coding Agents a Lab Full of Robotic Arms?
It’s not all smooth automation. When NVIDIA's ENPIRE harness let AI agents orchestrate robot training, the results were dazzling—and eye-openingly inefficient. Percy Token cut through the hype to show where AI agents shine, where they stall, and what it means for real-world robotics.
How AI Coding Agents Are Teaching Robots to Install GPUs and Cut Zip Ties
Teams of AI coding agents use the ENPIRE framework to autonomously train robots for manipulation tasks like GPU insertion and zip tie cutting, achieving near-100% success with up to eight agents working in parallel.
The Agentic Laboratory: When Coding AI Takes Over Robot Training
Exploring how autonomous coding agents are leveraging compute resources and massive token budgets to fundamentally reshape robotic training environments—and how this maps into the broader physical AI data infrastructure. Upgrade your insights with our analysis on OpenAI's recent robotics relaunch and data initiatives.
OpenAI's Robotics Relaunch: How Data Infrastructure Is Becoming the New Frontier in Physical AI
Two weeks ago, OpenAI announced it would relaunch its robotics program that was shuttered in 2021—a pivotal signal that physical AI is entering a new era. The company's return to robotics highlights a critical truth: while large language models have made rapid progress, physical AI faces a different and more complex challenge: data infrastructure.