Hyperscalers Push AI Capex Toward $630B as Grid Rules Loom

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Amazon, Google, Meta and Microsoft are pointing to as much as $630 billion in 2026 capex, while OpenAI’s Stargate and FERC’s large-load rulemaking show the AI infrastructure race moving from GPU orders into grid jurisdiction and site capacity. IN THIS EPISODE 1. Hyperscalers Plan $630 Billion in 2026 CapEx [https://datacenterrichness.substack.com/p/hyperscalers-plan-630-billion-in] — Datacenter Richness # Hyperscalers Plan $630 Billion in 2026 CapEx ### Investment in GPUs, Data Centers for AI Poised to Surge 62% From 2025 Record [Rich Miller](https://substack.com/@richmiller) Feb 06, 2026 ∙ Paid An Amazon Web Services data center. Amazon said Thursday that it expects capital expenditures of $200 billion this year for AI infrastructure. (Photo: Amazon) Despite historic investments in GPUs… 2. Step Back — FERC is being pushed to write rules for large-load interconnections, but load has usually been a utility and state-commission problem—what’s the actual jurisdictional hook here, and where could a federal rule meaningfully speed up or reshuffle AI data center projects versus just adding another process layer? BACKGROUND SOURCES * Source [https://www.energy.gov/sites/default/files/2025-10/403%20Large%20Loads%20Letter.pdf] — Energy * Administration Tees up Major Expansion of FERC Jurisdiction Over Large-Load Interconnections | Davis Wright Tremaine [https://www.dwt.com/blogs/energy--environmental-law-blog/2025/10/ferc-large-load-interconnections-ai-data-centers] — Davis Wright Tremaine * FERC Large-Load Interconnection Preliminary Rulemaking: Key Takeaways for Data Center Developers, Other Large Load Projects, and Investors | Perspectivas | Mayer Brown [https://www.mayerbrown.com/es/insights/publications/2025/11/ferc-large-load-interconnection-preliminary-rulemaking-key-takeaways-for-data-center-developers-other-large-load-projects-and-investors] — Mayer Brown * FERC Grapples With Surging Reliability and Interconnection Demands From Data Centers [https://www.orrick.com/en/Insights/2025/11/FERC-Grapples-With-Surging-Reliability-and-Interconnection-Demands-From-Data-Centers] — Orrick * ‘The absolute edge of precedent’: FERC prepares to take on data centers - E&E News by POLITICO [https://www.eenews.net/articles/the-absolute-edge-of-precedent-ferc-prepares-to-take-on-data-centers/] — Francisco * Energy Sector Debates New US Rules to Power Up More 'Large Load' Data Centers | Engineering News-Record [https://www.enr.com/articles/62219-energy-sector-debates-new-us-rules-to-power-up-large-load-data-centers-faster] — Mary B. Powers , Debra K. Rubin * FERC Sets June Action on DOE’s Large Load Interconnection Plan Putting Federal-State Boundaries at the Center of What Comes Next - Law Offices of Snell & Wilmer [https://www.swlaw.com/publication/ferc-sets-june-action-on-does-large-load-interconnection-plan-putting-federal-state-boundaries-at-the-center-of-what-comes-next/] — Swlaw * DOE large load interconnection proposal sparks federal-state jurisdiction concerns | Utility Dive [https://www.utilitydive.com/news/doe-large-load-interconnection-ferc-naruc/806278/] — Ethan Howland 3. Hyperscale Spending Spree is Driving Dramatic Growth in Data Center Capacity | Synergy Research Group [https://www.srgresearch.com/articles/hyperscale-spending-spree-is-driving-dramatic-growth-in-data-center-capacity] — Synergy Research Group ## Hyperscale Spending Spree is Driving Dramatic Growth in Data Center Capacity RENO, NV, December 19, 2025 New Q3 data from Synergy Research Group shows that the number of large data centers operated by hyperscale providers has climbed to 1,297 worldwide, nearly tripling since early 2018. Over the same period, total operational capacity has increased more than fourfold as average data center… 4. OpenAI's Stargate Project: A Guide to the AI Infrastructure [https://intuitionlabs.ai/articles/openai-stargate-datacenter-details] — IntuitionLabs ![IntuitionLabs](/SVG/IntuitionLabs-icon-dark-bg.svg) ![IntuitionLabs](/SVG/IntuitionLabs-horizontal-dark-bg.svg) # OpenAI’s Stargate Project: A Guide to the AI Infrastructure ![OpenAI’s Stargate Project: A Guide to the AI Infrastructure](/_next/image?url=%2Fimages%2Farticles%2Fopenai-stargate-datacenter-details.avif&w=2048&q=75) **[Revised February 21, 2026]** # The Stargate Project: An… Daily TopFive for The Data Center Daily. Links above go to the original articles. Feedback? Email data-center-daily@lanternpodcasts.com [data-center-daily@lanternpodcasts.com].

Broadcom’s AI Commitments Hit Real-World Data Center Gates — June 10, 2026

Broadcom disclosed roughly $164.6 billion of firm obligations that include a new custom AI accelerator contract, plus a $29 billion lease backstop for AI racks. Meanwhile, Memphis and New York are turning water, land and permitting into harder gates for data center growth. IN THIS EPISODE 1. Broadcom disclosed a long-term custom AI accelerator contract inside firm remaining performance obligations of approximately $164.6 billion. [https://www.sec.gov/Archives/edgar/data/1730168/000173016826000054/avgo-20260503.htm] — U.S. Securities and Exchange Commission Broadcom disclosed a long-term custom AI accelerator contract inside firm remaining performance obligations of approximately $164.6 billion. For AI compute suppliers and capacity planners, the filing attaches disclosed scale and a revenue-recognition window to custom accelerator demand beyond current-period shipments. Broadcom has firm multi-year obligations that include a custom AI accelerator… 2. Broadcom arranged an investor-partner structure for AI racks based on its custom AI accelerators and agreed to backstop the customer’s lease obligations, with maximum exposure of $29 billion. [https://www.sec.gov/Archives/edgar/data/1730168/000173016826000054/avgo-20260503.htm] — U.S. Securities and Exchange Commission Broadcom arranged an investor-partner structure for AI racks based on its custom AI accelerators and agreed to backstop the customer’s lease obligations, with maximum exposure of $29 billion. This puts Broadcom in the financing and risk stack for AI compute capacity, not just the silicon supply chain. The AI rack model disclosed in the filing uses lease obligations and an investor partner;… 3. Step Back — As FERC and the RTOs start carving out faster, conditional paths for massive data center loads, where is the line between legitimate flexible service and queue-jumping that shifts transmission risk onto other customers? BACKGROUND SOURCES * FERC approves SPP non-firm, large load transmission service | Utility Dive [https://www.utilitydive.com/news/ferc-spp-chills-large-load-transmission-service/822211/] — Ethan Howland * Large Energy Users Want Power. Here’s How to Protect Other Ratepayers from the Costs. - RMI [https://rmi.org/resources/large-energy-users-want-power-heres-how-to-protect-other-ratepayers-from-the-costs/] — Rmi * From Rejection to National Rulemaking: The Federal Regulatory Framework for Data Center Power Is Taking Shape - Davis Graham [https://davisgraham.com/news-events/from-rejection-to-national-rulemaking-the-federal-regulatory-framework-for-data-center-power-is-taking-shape/] — Caroline Schorsch * FERC Grapples With Surging Reliability and Interconnection Demands From Data Centers [https://www.orrick.com/en/Insights/2025/11/FERC-Grapples-With-Surging-Reliability-and-Interconnection-Demands-From-Data-Centers] — Orrick * FERC Directs Nation’s Largest Grid Operator to Create New Rules to Embrace Innovation and Protect Consumers | Federal Energy Regulatory Commission [https://www.ferc.gov/news-events/news/ferc-directs-nations-largest-grid-operator-create-new-rules-embrace-innovation-and] — Federal Energy Regulatory Commission * The Emerging Regulatory Framework to Power Data Centers [https://www.pillsburylaw.com/en/news-and-insights/ferc-regulation-data-centers.html] — Pillsburylaw 4. City could take back land if xAI doesn't finish greywater facility [https://wreg.com/news/local/xai-memphis/city-officials-feel-positive-that-xais-water-recycling-facility-progressing-but-say-they-could-take-land-back/] — WREG City could take back land if xAI doesn't finish greywater facility xAI’s Colossus supercomputer site in southwest Memphis MEMPHIS, Tenn. — City leaders feel “pretty positive” that xAI — now part of SpaceX — will finish construction that stalled on a greywater recycling facility to cool their supercomputer in southwest Memphis. But if they don’t, the city’s chief legal officer says they have… 5. New York may temporarily freeze new large data centers - TechInformed [https://techinformed.com/new-york-may-temporarily-freeze-new-large-data-centers/] — TechInformed New York may temporarily freeze new large data centers - TechInformed Listen Text-to-speech not supported in this browser # New York may temporarily freeze new large data centers The bill would pause new DEC approvals for 20 MW-plus data centers and shift more infrastructure, energy and water costs onto large facilities --- New York lawmakers have passed the Responsible Data Center… Daily TopFive for The Data Center Daily. Links above go to the original articles. Follow and rate The Data Center Daily on Apple Podcasts [https://podcasts.apple.com/us/podcast/the-data-center-daily/id1896355970] or Spotify [https://open.spotify.com/show/2miCD1T5sntF7t77eRk8xv]. Feedback? Email data-center-daily@lanternpodcasts.com [data-center-daily@lanternpodcasts.com].

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Hyperscalers Push AI Capex Toward $630B as Grid Rules Loom — May 20, 2026

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