Nvidia launches Cosmos 3 Edge model and expands its physical AI push in Japan

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Nvidia unveiled Cosmos 3 Edge, a compact world model designed for on-device vision reasoning and robot control on edge devices. The 4-billion-parameter model runs on Nvidia Jetson platforms and can be adapted to specific robots in about a day. The announcement includes major partnerships with over 20 Japanese companies and a $2.4 billion government-backed AI infrastructure project targeting 30% of the global AI robotics market by 2040.

Nvidia Unveils Cosmos 3 Edge for On-Device Vision Reasoning

Nvidia has introduced Cosmos 3 Edge, a compact world model specifically built to handle on-device vision reasoning and robot policy deployment directly on edge devices

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. The model carries 4 billion parameters and is built on Nvidia Nemotron, designed to help robots and vision AI agents understand their surroundings, reason in real time, and generate robot actions on edge computers

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. Developers can adapt Cosmos 3 Edge for specific robots, vehicles, sensors and environments in about a day using the open Nvidia Cosmos framework

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Deployment Across Nvidia Jetson and Edge Platforms

Cosmos 3 Edge runs on Nvidia Jetson platforms, including the newly announced T2000 and T3000 modules, as well as RTX GPUs and DGX systems

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. The model is lightweight enough to run on edge GPUs and quickly post-train specialized world action models, making it suitable for embodied systems that need to see, reason and predict robot actions locally

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. The release extends Cosmos, Nvidia's world foundation model platform for physical AI, which the company uses to generate and score training data for robots and autonomous machines

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New Metropolis Libraries Accelerate Video Intelligence Development

Nvidia also rolled out new Metropolis libraries that enable developers to build and operate Cosmos-based video intelligence systems at least six times faster, using coding agents for training and deployment

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. These libraries and skills help developers use coding agents to build, train and operate video intelligence systems with Cosmos more efficiently

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Japan Emerges as Physical AI Hub with Major Partnerships

Source: SiliconANGLE

Source: SiliconANGLE

Most of the announcement was aimed at Japan, where more than 20 companies said they intend to join the Nvidia Cosmos Coalition

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. The list includes industrial robotics leaders such as FANUC Corp., Yaskawa Electric Corp. and Kawasaki Heavy Industries Ltd., alongside technology giants Fujitsu Ltd., Hitachi Ltd., NEC Corp., SoftBank Corp., Sony Group Corp., Honda R&D Co. Ltd. and Toyota-backed Preferred Networks Inc.

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. Jensen Huang, Nvidia founder and Chief Executive, framed the opportunity during his visit to Japan this week, stating that "the next frontier of AI is in the physical world and this is a once-in-a-generation opportunity for Japan"

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Japan's $2.4 Billion AI Infrastructure Investment

Nvidia and the Japanese government unveiled what they described as the world's first national AI infrastructure . Noetra Corp. will build an AI factory powered by 27,500 Nvidia Rubin GPUs and 13,750 Vera CPUs, drawing 140 megawatts, with backing from Japan's Ministry of Economy, Trade and Industry . The government is putting about $2.4 billion toward the effort, according to CNBC . The project, called FRONTia, will develop open multimodal foundation models for robotics, digital twins and intelligent manufacturing .

Targeting 30% of Global AI Robotics Market by 2040

Japan is aiming to capture more than 30% of the global AI robotics market by 2040, an opportunity Nvidia and its partners value at $133 billion . Huang framed the buildout as a chance for Japan to reclaim its manufacturing edge, saying the country that invented modern manufacturing is now building the AI factories for the next industrial revolution . The push builds on Nvidia's growing sovereign AI business, in which governments fund domestic computing capacity rather than rely on foreign cloud providers, and underscores how central physical AI has become to the company's growth beyond the data center .

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