【全程字幕】黃仁勳CES重磅演講！宣告AI新時代來臨　輝達推Cosmos平台 黃仁勳：機器人所需科技近在咫尺｜三立新聞網 SETN.com

Summary

The video discusses Nvidia's groundbreaking advancements in autonomous vehicles and robotics, highlighting key innovations like the Thor robotics processor, Drive OS safety features, and the use of AI-powered tools like Omniverse and Cosmos for synthetic data generation. Nvidia's focus on transforming industries with powerful AI supercomputers and simulation technologies is emphasized. The company showcases how robotics, from self-driving cars to humanoid robots, are set to revolutionize the future. The presentation also highlights Project Digits, Nvidia’s AI supercomputer, marking a major leap in the development of general-purpose robotics and AI applications.

Takeaways

• 😀 Thor is a powerful new robotics processor with 20x the processing power of its predecessor, Orin, capable of handling massive amounts of sensor data for autonomous vehicles.
• 😀 Nvidia's Drive OS is the first software-defined, programmable AI computer certified up to ISO 26262 ASLD D, the highest standard for functional safety in automobiles.
• 😀 Nvidia Omniverse and Cosmos are used to create digital twins and synthetic data for training autonomous vehicle AI models, reducing the reliance on real-world data.
• 😀 Omniverse AI integrates map and geospatial data to create 3D environments, using AI traffic generators and sensor logs to enhance training data through simulation.
• 😀 Nvidia's synthetic data generation capabilities enable the creation of billions of effective miles of driving scenarios for autonomous vehicle AI training.
• 😀 Synthetic data produced through Omniverse and Cosmos helps bridge the simulation-to-reality gap, generating realistic, diverse scenarios for AV training.
• 😀 General robotics breakthroughs are expected soon, driven by technologies like Nvidia Isaac Groot, which help create large datasets from small human demonstrations.
• 😀 Isaac Groot supports the development of humanoid robots by generating massive data sets for training through teleoperation, domain randomization, and 3D upscaling.
• 😀 The Nvidia Isaac Groot platform accelerates the creation of general-purpose robots, reducing the challenges of data acquisition and enabling faster AI training.
• 😀 Nvidia's Project Digits is a new, compact AI supercomputer based on a collaboration with Mediatek, designed for researchers and startups, providing an out-of-the-box solution for AI development.
• 😀 The new Grace Blackwell supercomputer and Vlink technology are in full production, promising groundbreaking capabilities in AI, robotics, and autonomous vehicles by May 2025.

Q & A

What is the purpose of Thor, the robotics computer mentioned in the script?

Thor is a robotics processor designed to process massive amounts of sensor data, including inputs from high-resolution cameras and radars. It is capable of predicting the next path for autonomous vehicles by processing this data, offering 20 times the processing power of its predecessor, Orin.

How does Nvidia's Drive OS contribute to the safety of autonomous vehicles?

Drive OS is the first software-defined programmable AI computer certified to the highest functional safety standard for automobiles, ASIL D (ISO 26262). This certification ensures that the system meets stringent safety requirements, making autonomous vehicles safer.

What role does Nvidia's Omniverse and Cosmos play in the development of autonomous vehicles?

Omniverse and Cosmos are used to create digital twins and generate synthetic data for autonomous vehicle training. These tools simulate real-world driving scenarios and enable the generation of vast amounts of high-quality, photorealistic data, which are critical for enhancing the training of AI models for autonomous vehicles.

What is the purpose of synthetic data in autonomous vehicle development?

Synthetic data is crucial because real-world data for autonomous vehicle training is limited. By generating synthetic driving scenarios, Nvidia's tools can significantly enhance the volume and variety of training data, improving AI model development and reducing the real-to-sim gap.

How does Nvidia’s Isaac Groot help advance general robotics?

Isaac Groot provides the foundational tools necessary for developing humanoid robots. It includes robot foundation models, data pipelines, simulation frameworks, and a robotics computer, helping developers generate large datasets for training robots using AI, particularly through imitation learning and synthetic motion generation.

What is the Isaac Groot platform's approach to training robots?

Isaac Groot enables robot developers to use teleoperation to capture data without physical robots, then multiplies this data using simulation workflows and synthetic motion generation. This allows for the creation of vast datasets from a small number of human demonstrations, facilitating efficient robot training.

What is the significance of the Project Digits AI supercomputer in Nvidia's strategy?

Project Digits is Nvidia's latest AI supercomputer, designed to run the complete Nvidia AI software stack. It provides researchers, startups, and developers with a ready-to-use AI supercomputer, which makes it easier for them to develop AI models without needing to build their own infrastructure.

What technological advancements are featured in the new AI supercomputer, Project Digits?

Project Digits features Nvidia's latest AI supercomputer components, including the Grace Blackwell chip, which is built in collaboration with MediaTek. It supports cloud connectivity and offers a workstation option for users. This compact system is designed to be highly accessible and efficient for AI and robotics development.

What are the three key robots that Nvidia focuses on for the future of robotics?

Nvidia's focus for future robotics revolves around three key types of robots: agentic robots (information workers), self-driving cars, and human-like robots. These robots require no special environmental adaptation and can function seamlessly in the human-built world.

What is Nvidia’s vision for the future of robotics?

Nvidia envisions a future where general robotics will experience rapid breakthroughs, powered by advanced AI and simulation technologies. The company is particularly focused on developing robots that can operate in everyday environments, such as agentic robots, autonomous vehicles, and human-like robots, transforming industries globally.