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HARDWARE
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NVIDIA DGX: Enterprise AI Hardware Solution Overview
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Jensen Huang Delivered First AI Supercomputer to OpenAI
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In 2016, Jensen Huang hand-delivered the world’s first AI supercomputer to a startup in San Francisco called @OpenAI
. The culmination of a decade of work from thousands of NVIDIA engineers, DGX-1 set the stage for a new industrial revolution. -
Silent compact camera breakthrough enables unprecedented close photography
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It's an absolutely no-compromises camera, perfectly silent, small enough to have with you in most situations, and it lets you get so close…
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Mixture of Experts: Routing, Memory, and Hardware Optimization Guide
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Let's talk about MoE:
— Cerebras (@cerebras) 22 juillet 2025
🔶 How many experts should you use?
🔶 How does dynamic routing actually behave in production?
🔶 How do you debug a model that won’t train?
🔶 What does 8x7B actually mean for memory and compute?
🔶 What hardware optimizations matter for sparse models?… pic.twitter.com/RvZt5F0S2bLet's talk about MoE: How many experts should you use? How does dynamic routing actually behave in production? How do you debug a model that won’t train? What does 8x7B actually mean for memory and compute? What hardware optimizations matter for sparse models?
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Nvidia Rising, Apple Declining: Tech Market Plate Shifts
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The techtonic plates are shifting. The Nvidia plate is rising, and the Apple plate is subducting.
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Toyota’s billion dollar bet on air taxis and tech headlines
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Top stories in tech today: – Toyota’s $1B bet on air taxis
– New injectable targets and kills belly fat
– Figma eyes $16B debut in IPO comeback
– Musk’s X fights France’s data probe – Quick hits on other major tech news Read more: https://
tech.therundown.ai/p/toyotas-1b-f
lying-taxi-dream
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Stargate I Site Infrastructure in Abilene Revealed
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photo above and in this post are from our Stargate I site in Abilene:
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OpenAI Building 5 Gigawatts Stargate Compute with Oracle
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we’re building over 5 gigawatts of Stargate compute with Oracle:
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US AI Sector Needs 50 Gigawatts Power by 2028
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Training the world’s most capable AI models in the United States is a national security imperative. But this will take substantial investments in energy and computing power. We estimate America’s AI sector will need at least 50 gigawatts of electrical power by 2028.
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OpenAI and Oracle Launch 4.5GW Stargate AI Data Center Expansion
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It's official: we're developing 4.5 gigawatts of additional Stargate data center capacity with Oracle in the U.S (for a total of 5+ GWs!). And our Stargate I site in Abilene, TX is starting to come online to power our next-generation AI research.