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OpenAI Unveils Custom AI Chip 'Jalapeño,' Claiming Industry-Leading Efficiency Across Major Model Families

OpenAI Unveils Custom AI Chip 'Jalapeño,' Claiming Industry-Leading Efficiency Across Major Model Families

Aug 26, 2026
OpenAI

OpenAI unveils its first custom AI inference chip, 'Jalapeño,' claiming industry-leading throughput per kilowatt and lower token latency than competing systems across major model families, while simultaneously expanding its data center infrastructure and driving down AI costs through compounding efficiency gains in hardware, software, and model optimization.

SpaceX and Nvidia Partner for Orbital AI Data Centers as Thomson Reuters Launches Proprietary Legal AI and Chinese Hackers Double Attacks Using DeepSeek

SpaceX and Nvidia Partner for Orbital AI Data Centers as Thomson Reuters Launches Proprietary Legal AI and Chinese Hackers Double Attacks Using DeepSeek

Aug 25, 2026
The Rundown AI

SpaceX and Nvidia are partnering to launch orbital AI data centers by Q4 2027, Thomson Reuters debuts a proprietary legal AI model outperforming top competitors, and Chinese state-linked hackers have more than doubled their cyberattacks after weaponizing DeepSeek's low-cost, low-guardrail capabilities.

Security Data Centers Legal Space
AI Agent Costs Set to Surge Fivefold by 2028 as Enterprises Race to Adopt Despite Hidden Expenses

AI Agent Costs Set to Surge Fivefold by 2028 as Enterprises Race to Adopt Despite Hidden Expenses

Aug 18, 2026
The Deep View

AI agent costs are set to surge fivefold by 2028 as enterprises rush to adopt the technology despite hidden expenses and unpredictable returns, with Gartner warning of an 'inference paradox' where efficiency gains actually drive higher spending, while Nvidia's $105 billion financing of OpenAI's Ohio data center highlights just how …

Agents Enterprise Data Centers Funding
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