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Walkthrough showing how Strands Robots composes LeRobot AgentTools to take LeRobot-format demos on Hugging Face Hub through simulation, rollout gating and a supervised canary on real robots.
Practical checklist for teams responding to MIT Technology Review's 'world models' signal: decide real-world grounding, run sims or log tests, and name a safety/rollback owner.
How to run NVIDIA Cosmos 3 to prototype vision-to-action demos: give an image or short clip plus a prompt and get text reasoning or pixel-space robot trajectories. Includes code.
A practical guide for deploying VLA models on NXP i.MX95: how to record consistent gripper-camera datasets, fine-tune action heads, and apply latency-aware quantization and scheduling.