Learners Live

AI Infrastructure Pushes Data Center Capex Forecast Above $3 Trillion by Nathan Eddy

Worldwide data center capital spending is projected to surpass $3 trillion by 2030 as hyperscalers, sovereign AI programs, and specialized cloud providers expand infrastructure to support growing AI workloads, according to a new report from Dell’Oro Group. The research firm said its 2030 capex outlook has nearly doubled since its January 2026 forecast, reflecting higher hyperscaler spending guidance, increased estimates for global data center power capacity, and rising commodity costs.  However, the cost of accelerators alone does not reflect the full expense of AI infrastructure. Operators also need servers to host the chips, specialized networking for AI clusters, and storage to support training and inference. Data Center Capex Forecast to Hit $3 Trillion

3M, Microsoft Partner to Advance AI Data Center Infrastructure

3M and Microsoft announced a strategic partnership focused on AI data center infrastructure and enterprise transformation. Microsoft’s Azure Cloud and AI Infrastructure will become the first announced hyperscale cloud provider to deploy 3M’s Expanded Beam Optical (EBO) technology. 3M will also use Microsoft’s AI and digital platforms as part of its enterprise transformation across key business functions. Together, the companies will combine Microsoft’s digital and hyperscale infrastructure with 3M’s materials science and precision manufacturing to accelerate AI adoption and strengthen the physical networks required for the growth of cloud and AI workloads. 3M, Microsoft Partner to Advance AI Data Center Infrastructure

Report: Global Data Center Capex Projection Passes $1 Trillion

According to a recently published report by Dell’Oro Group, the worldwide data center capex outlook for 2026 was raised as hyperscale AI deployments accelerated, complemented by continued investments in general-purpose infrastructure and rising component costs. Dell’Oro Group’s Data Center IT Capex Quarterly Report details the data center infrastructure capital expenditures of each of the ten largest Cloud service providers Additional highlights from the 1Q 2026 Data Center IT Capex Quarterly Report:

  • The global data center capex outlook was raised to more than $1 trillion for 2026.
  • The Top 4 US cloud providers—Amazon, Google, Meta, and Microsoft—increased data center capex by 78 percent.
  • Dell led server OEM revenue in the quarter, followed by Supermicro and Lenovo, while white-box vendors serving the hyperscale market accounted for the majority of server revenue. Nearly all server vendors benefited from higher memory-driven system pricing.

Report: Global Data Center Capex Projection Passes $1 Trillion

It’s Back to School – How Some of Our Most Acknowledged Universities Got Their Name – Who were the true visionaries who would donate half of their estate to sculpting the minds of the future. These stories are monuments to history and culture. Let’s take a stroll through academia’s memory lane and uncover the origins of these storied university names!

  1. Ah, Harvard! The Ivy League giant was once a small college in the Massachusetts Bay Colony settlement called New Towne. But where did “Harvard” come from? Enter John Harvard, a clergyman who, in 1638, decided to bequeath half his estate and his library (a whopping 400 books!) to the fledgling college. Grateful for this generous gift, they promptly named the institution after him.
  2. A gem of New Haven, Connecticut, Yale is another Ivy League powerhouse known for its prestigious law and drama schools. It owes its name to Elihu Yale, a wealthy merchant who, in 1718, donated a modest shipment of goods (including portraits, books, and textiles) to a struggling collegiate school. Those goods were auctioned off, raising a much-needed £562 –a small fortune at the time.
  3. Dartmouth is renowned for its beautiful rural setting, nestled in the picturesque town of Hanover, New Hampshire. It was named after the Earl of Dartmouth, William Legge, a British nobleman who supported the college’s founding –despite never actually setting foot in America!
  4. Brown, this Rhode Island Ivy University, known for its open curriculum and emphasis on student choice, was founded with a mouthful of a name – the College in the English Colony of Rhode Island and Providence Plantations. It was renamed in 1704 for Nicholas Brown, Jr., a prominent merchant whose family donated generously to the school.
  5. Perched atop a hill overlooking Ithaca, New York, Cornell is celebrated for its diverse academic programs and its stunning natural surroundings. Founded by Ezra Cornell and Andrew Dickson White, this university was unique for its commitment to practical education, allowing students the freedom to choose their own course of study. It was a revolutionary notion at the time, which would guide a curricular reform across the country.
  6. Located in the heart of Silicon Valley, Stanford is renowned for its entrepreneurial spirit and its close ties to the tech industry. But this California powerhouse has a touching origin story. Leland Stanford, Jr., the founder’s son, tragically died young from typhoid fever. His father Leland Sr., railroad magnate and former state governor, and his mother Jane, founded the university in his memory, ensuring his legacy lived on through the pursuit of knowledge.
  7. This North Carolina research giant, known for its strong medical and law schools, underwent a bit of a name change in its history. Originally called Trinity College, it was renamed Duke University in 1924 after James Buchanan Duke, a tobacco and electric power industrialist who founded the American Tobacco Company. He established The Duke Endowment, to which he donated throughout his life and left half his estate after his death.
  8. Nestled in Nashville, Tennessee, Vanderbilt is a renowned research university with a vibrant campus life. It owes its name to “The Commodore,” Cornelius Vanderbilt, a shipping and railroad magnate, who provided the initial gift to establish the university.
  9. Texas businessman William Marsh Rice provided the initial funding for this Houston university, but did not live to see its opening. He was murdered by his valet as he slept, in a plot to forge the man’s will. Despite the unfortunate circumstances, Rice University flourished through the years, becoming an institution known for its strong engineering and science programs.
  10. Who was Harvard named after? Origin of university names