Inaugural State of Visual and Physical AI Survey Finds Underinvestment in Critical AI Areas Despite Proven Value; Budget and Attention Still Focused on GenAI and LLMs

Voxel51’s survey highlights data challenges and multimodal complexity as key hurdles moving AI into the physical worldSAN FRANCISCO, May 27, 2026 (GLOBE NEWSWIRE) -- Today, Voxel51, the leading ...
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AI that understands the physical world is the industry's next big wave

After years of competing to build the best model for understanding all the world's writing, AI makers are now racing to build models that better understand the physical world. Why it matters: Robots ...
VentureBeat

Nvidia launches Cosmos world foundation model platform to accelerate physical AI

Join the event trusted by enterprise leaders for nearly two decades. VB Transform brings together the people building real enterprise AI strategy. Learn more Nvidia has launched its Cosmos world ...
Forbes

What Is ‘Physical AI’? Inside The Push To Make AI Understand The Real World

Forbes contributors publish independent expert analyses and insights. I write about the economics of AI. For years, AI has been great at seeing things. It can recognize faces, label objects and ...
Forbes

Physical AI: How Hardware Can Be The Gateway For The Next SaaS Wave

Artificial intelligence is advancing quickly, but its impact depends on more than just generative models. While the flow of data is important, equally so is the ability to act on it. Digital data has ...