NVIDIA declares physical AI has arrived after 15 years, unveiling full robotics stack and Japan mechatronics partnership.
“After 15 years of work, physical AI is here.”
physical-ai
23 tracked signals on physical-ai.
NVIDIA unveils Cosmos 3, an open omnimodel for physical AI that perceives, generates, and acts.
“Cosmos, the foundation for developers of the age of physical AI.”
General-purpose LLM agents may outperform specialized models for robot control
“We are working on creating LLMs that drive robots”
Robotics has appeared 'almost here' for 70 years despite current physical-AI hype reaching its peak.
“robotics has been "almost here" for the last 70 years.”
Applied Intuition launches Dana, a platform to democratize autonomous systems development
“There's no reason autonomy should be this obscure, difficult technology. Our vision for that is a high school kid that can make iPhone apps should be able to make autonomous systems.”
NVIDIA launches Halos, a full-stack functional safety system for physical AI robots.
“Traditional safety which was built for structured environments can not work anymore as the spaces become more unstructured and robots move out of cages.”
NVIDIA launches Cosmos 3, a frontier foundation model for physical AI combining reasoning, world, and action models.
“Physical AI systems must understand the real world before they can act within it.”
Google DeepMind and Boston Dynamics are partnering to bring frontier AI breakthroughs into physical robotics
“you have this vision language and action model and you could like talk to the robot and you can ask it to do things and you get all this like understanding for free in robotics”
Tensor builds AI-learning robotic factories that mass-produce humanoid robots and industrial equipment
“We are like the TSMC of the robotics world.”
MIT researcher connected an AI agent to a physical shape display to explore embodied AI identity.
“No one had ever let an AI inhabit it before.”
Physical AI's real bottleneck is scarce, natural robot training video, not the models.
“AI is no longer the hard part, the data is what's important.”
MoonLake AI is building modeling infrastructure for practical physical, embodied AI grounded in causality.
“The North Star for AI, and indeed for cognitive science, will always be to understand and develop how to create embodied intelligence.”
NVIDIA Omniverse libraries now make Blender scenes robot-ready for physical AI simulation.
“The physical AI era will be built in simulation first.”
Infosys is building sovereign AI clouds and physical AI solutions on NVIDIA's full NeMo stack.
“We are working on physical AI, which we think is the next big wave.”
Encord is building the data layer for physical AI, which represents the next platform shift
“it's better to not do any of that and just to scale the the system. Just add more data, more compute into it.”
NVIDIA enables RTX sensor simulation integration into existing robotics and digital twin app workflows.
AWS shows how to train Unitree H1 humanoid robot policies using NVIDIA Isaac Lab on SageMaker HyperPod and Training Jobs.
“GPU-accelerated simulation can compress months of learning into hours”
Microsoft demos building agentic robots that run generative AI at the edge via Foundry Local and adaptive cloud.
“But the benefits from those advancements have not been evenly distributed.”
Peratos AI, partnered with Nvidia, is embodying data intelligence in physical systems to improve surgical workflows.
“We're working with Nvidia and taking data intelligence and embodying it in a physical world.”
Robotics replacing blue-collar workers remains far off due to unstandardized physical environments
“if robotics is going to do what we're doing with these companies today, every single of those buildings need to be either 3D printed or completely like standardized. I don't see that happening.”
NVIDIA details GPU-accelerated BEV pooling optimizations for autonomous vehicle, robotics, and spatial AI perception pipelines.
“BEV models project multicamera image features into a shared top-down grid, providing downstream perception and planning modules with a common spatial layout for reasoning about lanes, vehicles, pedestrians, and free space.”
AWS session frames merging industrial connectivity with intelligent automation toward physical AI on the shop floor.
“understanding the true value of the business case as well. Those things prevent change in my view.”
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