News from the AI & ML world
DeeperML
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NVIDIA has recently unveiled several key initiatives aimed at expanding its reach in the AI landscape, particularly in compute capabilities and physical AI applications. The company announced DGX Cloud Lepton, an AI platform with a compute marketplace that connects developers building agentic and physical AI applications with tens of thousands of GPUs from a network of cloud providers. This platform will offer NVIDIA Blackwell and other NVIDIA architecture GPUs, allowing developers to access GPU compute capacity in specific regions for both on-demand and long-term computing, supporting strategic and sovereign AI operational requirements. NVIDIA emphasizes that DGX Cloud Lepton unifies access to cloud AI services and GPU capacity across its compute ecosystem, integrating with its software stack to accelerate and simplify AI application development and deployment.
NVIDIA is also making significant investments in Taiwan, establishing AI supercomputers and an overseas headquarters near Taipei. In partnership with Foxconn, NVIDIA is working with the Taiwanese government to build an "AI factory." Furthermore, it disclosed an AI supercomputer for Taiwan's National Center for High-Performance Computing (NCHC) to replace the earlier Taiwania 2 system, which will utilize its GPU hardware. This new supercomputer, based on NVIDIA's HGX H200 platform with over 1,700 GPUs, aims to provide researchers with enhanced performance for AI workloads. Academic institutions, government agencies, and small businesses in Taiwan will have the opportunity to apply for access to this powerful resource, bolstering their projects.
In addition to hardware advancements, NVIDIA has introduced Cosmos-Reason1, a suite of AI models designed to advance physical common sense and embodied reasoning in real-world environments. This suite aims to address the current limitations of AI models in understanding and interacting with the physical world. Moreover, NVIDIA unveiled a new AI Blueprint for Video Search and Summarization (VSS), empowering developers to build AI agents that can analyze video streams for various applications, from manufacturing to smart cities. For instance, Pegatron, an electronics manufacturing firm, reported significant reductions in labor costs and defect rates by utilizing AI agents built with AI Blueprint for VSS. The VSS platform leverages NVIDIA's language models and connects to enterprise data to provide accurate and efficient video analysis.
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NVIDIA is also making significant investments in Taiwan, establishing AI supercomputers and an overseas headquarters near Taipei. In partnership with Foxconn, NVIDIA is working with the Taiwanese government to build an "AI factory." Furthermore, it disclosed an AI supercomputer for Taiwan's National Center for High-Performance Computing (NCHC) to replace the earlier Taiwania 2 system, which will utilize its GPU hardware. This new supercomputer, based on NVIDIA's HGX H200 platform with over 1,700 GPUs, aims to provide researchers with enhanced performance for AI workloads. Academic institutions, government agencies, and small businesses in Taiwan will have the opportunity to apply for access to this powerful resource, bolstering their projects.
In addition to hardware advancements, NVIDIA has introduced Cosmos-Reason1, a suite of AI models designed to advance physical common sense and embodied reasoning in real-world environments. This suite aims to address the current limitations of AI models in understanding and interacting with the physical world. Moreover, NVIDIA unveiled a new AI Blueprint for Video Search and Summarization (VSS), empowering developers to build AI agents that can analyze video streams for various applications, from manufacturing to smart cities. For instance, Pegatron, an electronics manufacturing firm, reported significant reductions in labor costs and defect rates by utilizing AI agents built with AI Blueprint for VSS. The VSS platform leverages NVIDIA's language models and connects to enterprise data to provide accurate and efficient video analysis.
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References :
- The Register - Software: Nvidia sets up shop in Taiwan with AI supers and a factory full of ambition
- insideAI News: NVIDIA Announces DGX Cloud Lepton for GPU Access across Multi-Cloud Platforms
- eWEEK: NVIDIA’s New AI Video Search and Summarization: How It Can Help With Manufacturing, Training, and More
- MarkTechPost: NVIDIA Releases Cosmos-Reason1: A Suite of AI Models Advancing Physical Common Sense and Embodied Reasoning in Real-World Environments