Deep Dives
Model Hardware Standard: A Safer Contract for AI Agents
A practical framework for evaluating MHS-style AI-agent integrations with physical equipment.
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Deep Dives
Cosmos 3 Edge Is a World Model, Not a Robot Controller
Cosmos 3 Edge is a broad physical-AI foundation model; specialized VLAs remain the better fit for latency-bound robot control.
Open Source
NVIDIA GR00T N1.7: The Open Robot Brain Trained on Human Video
NVIDIA GR00T N1.7 is an open robot brain, trained on human video, showing real dexterity scaling.
Deep Dives
Neuro-Symbolic AI Cuts Energy Use 100x While Tripling Accuracy
Neuro-Symbolic AI dramatically cuts robot training energy by 99% while tripling task accuracy.
