Creating Privacy Preserving AI with Substra
This article discusses the challenges of training machine learning models on sensitive data due to privacy regulations. It introduces federated learning as a solution, and presents Substra, an open-source federated learning framework. The post explains how Substra enables training models across multiple data providers without moving data, ensuring privacy and security.
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AMD Introduces Threadripper Halo Station at IFA 2026
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AMD unveils Threadripper Halo Station, an AI workstation packing 96 cores and dual liquid-cooled MI350P accelerators — 'the most powerful workstation in the world' can run trillion-parameter models, says AMD
AMD unveiled the Threadripper Halo Station, an AI workstation it calls 'the most powerful in the world,' at IFA 2026. The system combines a 96-core Zen 5 Threadripper Pro 9995WX CPU with dual liquid-cooled Instinct MI350P accelerators (144GB HBM3E each), 2TB DDR5, and support for up to four GPUs. AMD claims it can run trillion-parameter models. Estimated component cost exceeds $100,000, with fully configured systems potentially over $150,000. No price or release date was announced, and AMD has not yet named OEM partners.