Hardware & Infrastructure


  • Nvidia CEO Jensen Huang delivers the keynote address during the Nvidia GTC 2025 at SAP Center on March 18, 2025 in San Jose, California.
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    Nvidia’s $12.9B Hugging Face deal could benefit enterprises

    The chipmaker’s acquisition could eventually bring additional security resources and model evaluation tools to the platform, according to experts.

    By Sept. 3, 2026
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    Mario Tama/Getty Images via Getty Images
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    Data center market faces all-time low vacancies despite record-breaking construction

    Power capacity available for lease fell to 1.4% in the first half of 2026, even as under-construction capacity surged 25%, according to CBRE.  

    By Nidhi Sharma • Sept. 3, 2026
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    AI adoption helps sustain confidence in the mainframe

    Companies are enlisting agents to help manage the platform amid ongoing modernization, according to BMC’s annual survey.

    By Sept. 1, 2026
  • CEO Jensen Huang speaks during a keynote address at Nvidia's GTC Conference on March 16, 2026 in San Jose, California.
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    Benjamin Fanjoy via Getty Images
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    Nvidia warns of supply bottlenecks into 2028

    Despite ongoing memory supply challenges, the company’s data center revenue catapulted to $89 billion in Q2 2027.

    By Aug. 27, 2026
  • Apple desktop computers on display in an Apple store on May 4, 2023 in Miami, Florida.
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    Joe Raedle via Getty Images
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    Apple debuts PCs, chips dedicated to AI workloads

    On-device compute can help enterprises navigate rising AI costs and future complexity, said Ranjit Atwal, senior director analyst at Gartner.

    By Aug. 25, 2026
  • People pass by a Verizon store.
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    Scott Olson via Getty Images
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    Verizon taps Google for enterprise AI, infrastructure deployment

    The telecommunications company plans to deploy Gemini Enterprise and Google's data infrastructure as it makes AI central to the customer experience.

    By Aug. 24, 2026
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    Courtesy of Microsoft
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    AI data center spending drives growth in semiconductor market

    CIOs are contending with rising compute costs, looking to cheaper models to rein in spending amid rapid infrastructure expansion. 

    By Aug. 24, 2026
  • A photo of a Travelers Insurance office in Hartford, Connecticut.
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    JHVEPhoto via Getty Images
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    Travelers builds its own LLM, cutting AI costs

    The insurer built TravelersLLM to handle insurance-specific queries, while broad reasoning, research and coding queries are saved for frontier models.

    By Aug. 24, 2026
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    Snowflake adds cost control feature to Cortex AI Gateway

    The vendor's model routing automatically picks models based on quality and cost for the selected task, as executive concerns about the price of AI grow.

    By Aug. 18, 2026
  • A Cisco sign is seen in front of a building the company's headquarters on Aug. 13, 2025 in San Jose, California.
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    Justin Sullivan / Staff via Getty Images
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    Cisco zeroes in on enterprise hardware refresh

    “We are in a multiyear, multibillion-dollar networking super cycle,” Chairman and CEO Chuck Robbins told investors.

    By Matt Ashare • Aug. 18, 2026
  • artificial intelligence
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    Executives put the spotlight on AI’s reliability issue

    Only 35% of leaders say AI consistently delivers business outcomes, earns regulator confidence and allows control, according to a report from HFS Research and TCS.

    By Aug. 17, 2026
  • A network of intelligent nodes representing autonomous AI agents processing and writing programming code.
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    Getty Images
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    Scaling AI hinges on the enterprise data layer

    Limited data access weakens agentic AI results, which creates a lack of trust in the technology, according to a Google Cloud and MIT report.

    By Aug. 13, 2026
  • Shot of Data Center With Multiple Rows of Fully Operational Server Racks.
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    Legacy IT forces enterprises to delay AI projects

    Data governance and regulatory challenges are pushing CIOs to revamp their infrastructure to support modern workloads, according to a Cloudera report.

    By Aug. 12, 2026
  • AI chat bot, Programmer using generative artificial intelligence for software development inside office.
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    AI infrastructure spending shifts in latest sign of deployment maturity

    Enterprises are now pouring more resources into operating the technology at scale rather than on training models, according to Gartner.

    By Aug. 10, 2026
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    With AI, CIOs need a new playbook

    IT leaders need to rewrite operations from the ground up while facing regulatory pressure, capacity constraints and concerns about vendor lock-in.

    By Aug. 10, 2026
  • Attendees pass an AWS logo during the AWS re:Invent 2025 conference at The Venetian Convention and Expo Center on Dec. 2, 2025 in Las Vegas.
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    Noah Berger / Stringer via Getty Images
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    Amazon ups AI investments as cloud sector chases windfall

    Yearly enterprise cloud spending jumped to $500 billion in support of AI buildouts, according to Synergy Research Group.

    By Aug. 3, 2026
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    Deep Dive

    AI shifts mainframe modernization strategy

    To stay or not to stay on the mainframe? AI might help enterprises do both.

    By July 28, 2026
  • The Google Cloud pavilion stands at the 2025 Hannover Messe industrial trade fair on March 31, 2025 in Hanover, Germany.
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    Sean Gallup / Staff via Getty Images
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    Google hikes capital expenditures to $205B, citing demand growth

    The tech provider will continue to expand compute in response to capacity constraints, CFO Anat Ashkenazi said during a Wednesday earnings call.

    By July 23, 2026
  • Woman looking at graphic interface showing future computer technology of profit analytic, online marketing research and information report for digital business strategy.
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    Big tech sovereign AI tools promise control, but drive lock-in

    Nvidia has emerged as a dominant player in sovereign AI, which accounts for roughly 14% of the company’s revenue, according to a Stanford HAI study.

    By July 23, 2026
  • Wells Fargo signage outside a building with "Wells Fargo" on it.
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    Justin Sullivan / Staff via Getty Images
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    Wells Fargo debuts AI-powered teammate for financial advisers

    The new capability aims to simplify access to Wells Fargo’s core technology platform, enabling plain language queries and faster access to insights.

    By July 15, 2026
  • An IBM sign stands outside an IBM building May 10, 2005 in downtown Chicago, Illinois.
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    Tim Boyle / Staff via Getty Images
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    IBM stock tumbles after Q2 infrastructure revenue warning

    The dip reflects a trend among CIOs to secure compute power amid supply constraints rather than invest in infrastructure upgrades.

    By July 14, 2026
  • A glass and concrete building is shown from the ground looking up, against blue sky and clouds, with the "Texas Capital" name and logo at the top of the building.
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    Permission granted by Texas Capital
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    Texas Capital picks U.S. Bank alum as chief digital, information officer

    Mo Jamous will lead the Dallas-based bank’s AI initiatives and strengthen its technology platform.

    By July 13, 2026
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    Agentic AI strains legacy IT systems

    More than 4 in 5 organizations need to upgrade their tech stacks to support AI agents at scale, according to Google’s 2026 State of AI Infrastructure report.

    By July 10, 2026
  • Liberty Mutual Insurance office building in Boston on Nov. 11, 2023.
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    Liberty Mutual preps legacy systems for AI scale

    The insurer is reaping the rewards of a yearslong modernization strategy to build systems that allow for as much flexibility as possible.

    By July 8, 2026
  • The Microsoft pavilion at the 2025 Hannover Messe industrial trade fair on March 31, 2025 in Hanover, Germany.
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    Sean Gallup / Staff via Getty Images
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    Microsoft pours $2.5B into push to embed engineers with customers

    The tech giant will deploy 6,000 engineers through the Microsoft Frontier Company. It’s the latest big tech effort to support AI deployment at scale.

    By July 2, 2026