{"slug": "argonne-flexes-spare-supercompute-to-build-private-ai-inference-service", "title": "Argonne flexes spare supercompute to build private AI inference service", "summary": "Argonne National Laboratory is repurposing idle supercomputing capacity to launch a private AI inference service, offering government and research clients a secure alternative to public cloud platforms. The initiative, dubbed \"Think ChatDoE,\" leverages spare compute cycles from systems like Polaris to run sensitive workloads without exposing data to commercial AI providers. The move addresses growing demand for classified or proprietary AI processing within the Department of Energy ecosystem.", "body_md": "### MOST POPULAR\n\n## EVENTS\n\n-\n### The Hardware Crunch: How Supply Chain Turbulence Is Forcing a New IT Playbook\n\nInfrastructure teams are facing a perfect storm: extended hardware lead times, rising costs driven by AI demand, and accelerated platform timelines.\n\n-\n### Overcoming the trade-offs in data sovereignty\n\nWhat does data sovereignty actually mean for your network, which trade-offs are unavoidable? 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Now What?\n\nAI is transforming the software development lifecycle, helping teams identify and remediate vulnerabilities before they reach production.\n\n-\n### Virtual Cyber Recovery Sim\n\nStep into the chaos of a live ransomware breach, test your response skills, and team up with other IT and security pros to outsmart cybercriminals\n\n-\n### Virtual Cyber Recovery Simulation\n\nRansomware attacks aren’t slowing down, and neither are we. Druva’s hit event, Escape Ransomware, is now fully virtual.\n\n[AI](https://beta.theregister.com/tag/ai)\n\n-\noff-Prem\n\n#### Snowflake to burn $6B on AWS Graviton CPUs and AI accelerators\n\nDataware house gambles cloud conveniences, AI accelerated insights will justify the cost.\n\n-\noffbeat\n\n#### FAA grounds SpaceX’s Starship after another launch mishap\n\nIPO? More like IP-uh-oh\n\n-\ncyber-crime\n\n#### Malware dev tries to steal Claude users' secrets, writes npm slop, leaks own GitHub private token\n\nScript kiddies these days\n\n-\nai + ml\n\n#### Argonne flexes spare supercompute to build private AI inference service\n\nThink ChatDoE\n\n-\nNetworks\n\n#### ICANN again intervenes to defend AFRINIC\n\nAfrica’s regional internet registry and its longtime antagonist are fighting on old and new fronts\n\n[Infosec](https://beta.theregister.com/security)\n\n-\noff-Prem\n\n#### Snowflake to burn $6B on AWS Graviton CPUs and AI accelerators\n\nDataware house gambles cloud conveniences, AI accelerated insights will justify the cost.\n\n-\noffbeat\n\n#### FAA grounds SpaceX’s Starship after another launch mishap\n\nIPO? More like IP-uh-oh\n\n-\ncyber-crime\n\n#### Malware dev tries to steal Claude users' secrets, writes npm slop, leaks own GitHub private token\n\nScript kiddies these days\n\n-\nai + ml\n\n#### Argonne flexes spare supercompute to build private AI inference service\n\nThink ChatDoE\n\n-\nNetworks\n\n#### ICANN again intervenes to defend AFRINIC\n\nAfrica’s regional internet registry and its longtime antagonist are fighting on old and new fronts\n\n[FOSS](https://beta.theregister.com/tag/FOSS)\n\n-\n#### Snowflake to burn $6B on AWS Graviton CPUs and AI accelerators\n\nDataware house gambles cloud conveniences, AI accelerated insights will justify the cost.\n\n-\n#### FAA grounds SpaceX’s Starship after another launch mishap\n\nIPO? More like IP-uh-oh\n\n-\n#### Malware dev tries to steal Claude users' secrets, writes npm slop, leaks own GitHub private token\n\nScript kiddies these days\n\n-\n#### Argonne flexes spare supercompute to build private AI inference service\n\nThink ChatDoE\n\n-\n#### ICANN again intervenes to defend AFRINIC\n\nAfrica’s regional internet registry and its longtime antagonist are fighting on old and new fronts\n\n-\n#### AI hiring algorithms reject Black, Asian job seekers at higher rates\n\nStanford researchers argue need for transparency and independent testing\n\n[FEATURES](https://www.theregister.com/tag/features?_gl=1*esekfm*_ga*NzgyNjE4NzEwLjE3NzExNzQ4MjA.*_ga_JXW44Y23NM*czE3NzY3NTY3MjIkbzEwNSRnMSR0MTc3Njc1Njg5NCRqOCRsMCRoMA..)\n\n-\n### Europe built sovereign clouds to escape US control. 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