🌍 Physical AI, Large Geospatial Models, and OVRMaps LLMs... understand language. But the next evolution of AI is about machines that can move, see, and operate in the physical world. This is Physical AI, and it’s already happening. 🧵👇🏼show more

Physical AI is taking on tougher industrial work. 🦾... From development to deployment, Noble Machines is building general-purpose robots with NVIDIA Isaac GR00T, Jetson, and ADLINK Technology edge AI platforms to help bring physical AI into demanding industrial environments. Read the story 📖show more

This is how AI is eliminating physical jobs. This... autonomous cleaner already eliminated at least 1. It will be so fast, so brutal and so wide sweep of physical labor replacement with humanoid robots.show more

AI IS NO LONGER JUST WRITING CODE IT iS... STARTING TO MOVE THINGS IN THE REAL WORLD. Someone just built a pizza delivery system where the drone does the driving No delivery car No traffic No driver sitting behind the wheel Just: -> Order comes in -> Drone picks up the pizza -> Flies directly to the destination -> Delivers it -> Returns And this is where the AI story gets interesting For years, the AI boom was mostly digital: > Chatbots > Coding agents > Image generation > AI music > AI video But the next phase is different AI is getting a body The same technology stack that started with models and GPUs is now moving into the physical world NVIDIA built the compute layer Researchers built the models Companies like Zoox are building autonomous vehicles And now we're seeing AI powered machines actually move through the real world The crazy part? We designed entire cities around the assumption that humans have to physically drive everything AI doesn't have that limitation Why send a pizza through 5 km of traffic when a machine can simply fly over it? The AI boom isn't just about replacing human work It's about removing constraints humans had to design around The next big AI companies might not live inside your browser They might be flying above your house Bookmark this so you wont miss the next deliveryshow more

The future of #AI is physical. 🦾 Read how... #NVIDIACosmos and #OpenUSD are progressing #PhysicalAI for robotics and autonomous vehicles. ➡️show more

How can we responsibly deploy agentic AI robots in... real-world environments? As we close the gap between AI reasoning and physical action, developing a new safety framework is key to advancing helpful robots. 🤖show more

NVIDIA is advancing graphics and simulation with agentic and... physical AI at #SIGGRAPH2026. From open models to real-time simulation, AI and graphics breakthroughs are transforming media, content creation, and robotics. Read the latest announcements. 👇show more

🌱 AI-powered farming, without chemicals. Aigen’s solar-powered robots use... vision AI to identify and remove weeds at the plant level—helping farmers reduce herbicides and adopt more sustainable practices. Powered by simulation, real-world data and edge AI, this is what physical AI looks like in agriculture. 📖show more

MY PROPOSAL: The Library Of Galactica ALL LARGE AI... COMPANIES FORM: A PHYSICAL BOOK AND MEDIA NATIONAL PUBLIC LIBRARY. Testing a logo.show more

Word's out: @StoryProtocol uses Automata's DCAP Attestation to anchor... the age of AI with hardware trust Story's work on Confidential Data Rails and its AI-native stack, now secured by the physical integrity of the hardware. Verifiable machines for AI:show more

🚨 MACHINES MAY SOON SEE THE WORLD LIKE HUMANS... A US company has unveiled what it calls the world’s first “native color lidar” system giving machines the ability to perceive depth, distance, and color simultaneously. Unlike traditional lidar systems that need separate cameras, this new technology captures full 3D color information directly at the point of detection. In simple terms: Machines may soon understand the world more like human vision instead of just measuring shapes and distance. Why this matters: This could dramatically improve: • self-driving cars • robotics • drones • factory automation • AI navigation • autonomous machines The system can reportedly process over 10 million points every second and detect objects nearly 1,640 feet away. Researchers say this could become one of the key technologies powering the next generation of “Physical AI” where machines don’t just calculate the world… They visually understand it. We may be watching the birth of machine perception in real time. Follow for more future technology and AI discoveries.show more

doodles AI beta. next week. we're building the tools... for a new era of dynamic world-building. it starts with an image model that reimagines anything and everything through the doodles lens. this is the first iteration of many. as the product evolves, we'll introduce the ability to turn your generations into physical objects. video with sound and dialogue, realtime AR, and gaming are all on the roadmap. doodles AI aligns us with the speed and scale of the AI industry at large. our colourful world can now be plugged into new tech as it unfolds. create with us.show more

1/ NVIDIA just open-sourced Cosmos 3 at GTC Taipei!... It's the first fully open "omnimodel" for physical AI - one model that understands the real world, predicts what happens next, and generates the actions a robot should take. Weights, code, datasets. All open. And this is really big. Lets dig into everything: 🧵show more

Video understanding is the next frontier, but not all... videos are alike. Models now reason over youtube clips and feature films, but what about the everyday spaces we—and our future AI assistants—navigate and experience? Introducing Thinking in Space, our latest study exploring how multimodal LLMs see, remember and recall spaces. 🧵[1/n]show more

Physical AI is coming to #NVIDIAGTC 2026. 🦾 Explore... two days of sessions covering robotics, industrial AI, simulation, digital twins, automotive, and more. ➡️show more

🏆 Cosmos 3 just topped 7 physical AI leaderboards.... NVIDIA Cosmos™ 3, the open omni-model for physical AI, ranks #1 across world generation, robot action policy, and industrial vision understanding. 🌎 World generation: Artificial Analysis, PAI-Bench, Physics-IQ, R-Bench 🤖 Robot policy: RoboLab 👁️ Vision: VANTAGE-Bench, TAR One model. Every domain of physical AI. Available now on Hugging Face ▶️show more

We just filed a Patent for a private Visual... Positioning System (VPS) that runs inside Trusted Execution Environments (TEEs) As we step into the era of Physical AI, this could redefine how smart glasses, robots, and AR apps understand space, without sacrificing your privacy. Here’s why that matters 🧵👇🏼show more

Vangrid × Teneo Protocol Teneo grids the internet. Vangrid... grids the physical world. Teneo turns civilian devices into nodes feeding the agent economy: public, social, live data. Vangrid turns civilian pockets into nodes capturing the physical world: 3D spatial ground truth for embodied AI. Digital + Physical. Two decentralized networks. One backbone for autonomous agents. First move: joint expeditions. We point the swarm at the physical world. The grid is inevitable.show more

World Models are the path for some AI Models... in the future. But how can we efficiently train these models to not only see the world the way humans do but to see the world in a new and unique way. By visualizing, what is normally sequenced audio patterns, we can derive much more insights. Here we see Paganini in a visual form that can than be described and transcribed into a World Model. We can observe connections in a manner that may not have been clear prior to the digitalization of music and sound in this way. The company with the most valuable potential in building a World Model is Tesla. Not that this type of visualization is being used, but that the mechanisms are in place, and the technology is in place for the company to thrive in this new form of AI.show more

Laika AI x Nuklai Excited to announce our partnership... with Nuklai Nuklai is an innovative data ecosystem that will fuel the next generation of AI and Large Language Models (LLMs). Together, we're revolutionizing on-chain data accessibility and monetization. By combining Laika AI's blockchain analytics with Nuklai's ecosystem, we're creating new opportunities for data utilization powered by $LKI.show more

Artificial Intelligence (#AI) models that process and interpret visual... data are called large vision models. These models, like large language models, are trained on large amounts of data. #midjourney #dalle #stablediffusion (1/8) 🧵 ⤵️show more