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24 articles found

Wired AI
Jun 12, 2026

China Didn't Make Americans Hate Data Centers

GOP lawmakers, tech investors, and even OpenAI have tied the anti-data-center movement in the US to Chinese interference. Experts say it's much more complicated than that.

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SiliconANGLE AI
Jun 12, 2026

AI economics reshape FinOps as enterprises seek greater visibility and control

As AI spending accelerates across enterprises, FinOps is shifting toward greater AI spend visibility and embedding financial accountability into everyday technology decisions. In a theCUBE interview at FinOps X 2026, Virtasant's Rajeev Laungani and Chevron's Colby Rozell described how the constant arrival of new models and services makes choosing and using them efficiently the first problem to solve. They argued that AI can remove friction from cost optimization, including modifying code, while keeping humans in the loop for higher-stakes decisions. Optimization at the code level is where the real cost granularity lies.

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SiliconANGLE AI
Jun 11, 2026

Three insights you may have missed from theCUBE's coverage of Snowflake Summit 2026

This article rounds up three insights from theCUBE's coverage of Snowflake Summit 2026, arguing that the next wave of enterprise AI is about the software and data infrastructure needed to make AI models useful in real businesses. Analysts Bob O'Donnell and Sanjeev Mohan, interviewed by theCUBE's Dave Vellante, frame Snowflake as a connector between proprietary data and frontier models. Customer examples from DoorDash, Fanatics and Whoop show how strong data foundations support analytics, personalization and large-scale AI workloads.

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SiliconANGLE AI
Jun 10, 2026

HPE's Unleash AI takes aim at the 'AI pilot trap'

For all the excitement artificial intelligence has generated, success is still eluding many companies. A recent PricewaterhouseCoopers LLP study found that just 20% of enterprises are achieving at least three-quarters of the revenue and efficiency gains AI promises. Gartner estimates that at least half of generative AI projects were abandoned last year, and other estimates [...] The post HPE's Unleash AI takes aim at the 'AI pilot trap' appeared first on SiliconANGLE.

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SiliconANGLE AI
Jun 10, 2026

Dell's Microsoft/AMD collaboration: Three insights you may have missed from theCUBE's coverage of Dell Technologies World

Strategic AI partnerships play a central role in the deployment of Dell Technologies Inc.'s initiatives. The company's alliances with chipmakers, virtualization leaders, cloud providers, and a host of leading software platforms have allowed it to build a platform that makes compute, storage, networking, and workloads work cohesively across hybrid and multicloud worlds. Two of Dell's [...] The post Dell's Microsoft/AMD collaboration: Three insights you may have missed from theCUBE's coverage of Dell Technologies World appeared first on SiliconANGLE.

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SiliconANGLE AI
Jun 10, 2026

Akash Systems brings diamond cooling to AI infrastructure

Akash Systems Inc. believes it has a solution for the heat problem of graphics processing units: lab-grown diamonds. The company originally got its start in space, managing solar radiation on satellites, and now wants to bring its technology to Earth. Akash Systems' diamonds remove heat incredibly fast, according to Pamit Surana (pictured), co-founder and CCO [...] The post Akash Systems brings diamond cooling to AI infrastructure appeared first on SiliconANGLE.

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Wired AI
Jun 10, 2026

China Opens World's First Wind-Powered Underwater Data Center

China has put the world's first offshore wind-powered underwater data center into full operation off the coast of Shanghai's Lingang Special Area. Built by Shanghai Hailanyun Technology, known as HiCloud, the submerged site runs at a capacity of 24 megawatts, houses close to 2,000 servers, and draws about 95 percent of its electricity from a nearby offshore wind farm. Surrounding seawater cools the racks passively, removing most of the power that land-based centers spend on air conditioning.

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OpenAI
Jun 10, 2026

PRC-linked influence operations are targeting AI debates in the US

OpenAI said it banned two China-linked covert influence operations that used ChatGPT to generate social media comments, images, and political cartoons aimed at inflaming US public debates over AI data centers and trade tariffs. Both campaigns scored Category One, the lowest tier on OpenAI's Breakout Scale, meaning they stayed on a single platform and reached no genuine audience. The findings, published June 10, 2026, show how state-linked actors are testing AI tools to manufacture political content cheaply, even when the real-world reach stays small.

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IEEE Spectrum AI
Jun 10, 2026

Timing Trick Cuts Energy Used in LLM Training by Up to 14 Percent

Researchers at the University of Twente in the Netherlands cut the energy used to train a large language model by up to 14 percent without slowing it down, by finely tuning how fast a GPU's clocks tick during computation. The method, presented at the Computing Frontiers conference in Sicily, adjusts the chip's speed at the level of tiny tasks called kernels rather than across whole training steps. In tests training a 1.3 billion parameter model, the approach saved roughly 14.6 percent of energy with only a 0.6 percent increase in training time. For an industry where a single frontier model trains on tens of gigawatt-hours, that share of savings is large.

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TechCrunch AI
Jun 10, 2026

Meta signs first AI data center deal in India with Reliance

Meta has signed its first dedicated AI data center deal in India, leasing a 168-megawatt facility in Jamnagar, Gujarat, that Reliance Industries will design, build, and operate. The site will run on renewable power and use desalinated seawater for cooling, with Meta paying the full cost of the energy and water it consumes. The data center is expected to be ready within two years and is built to expand over time, giving Meta secured computing capacity in one of the fastest-growing AI markets.

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MIT News AI
Jun 10, 2026

Startup's nuclear-inspired cooling system could make data centers more sustainable

Ferveret, a startup founded by two MIT nuclear engineering researchers, has built a liquid cooling system for AI data center chips that uses zero water and reports a 15% gain in computational power efficiency over current liquid cooling. The company borrows a heat-transfer method called subcooled boiling from inside nuclear reactors, submerging servers in a special liquid to pull heat off chips far faster than air. Paired with its power-control software, the setup lets AI models generate 35% more tokens from the same amount of power. Early testing partners include CleanSpark, FuriosaAI, and Switch.

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Google Cloud AI
Jun 9, 2026

Report: GKE Inference Gateway delivers up to 92% faster AI responses

Google Cloud reports that its GKE Inference Gateway cut the time an AI model takes to start responding by 92.8% compared with Amazon's Kubernetes service in an independent benchmark. The gateway routes AI requests to the exact server already holding the relevant data in memory, using a method called prefix caching. The same test showed 15.7% higher throughput and 62.6% lower delay between words as they stream out. Snap reported reusing cached data on 75 to 80% of requests in its own production setup.

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IEEE Spectrum AI
May 21, 2026

Open-Source Software Is Starting to Help Robots Think

When a group of academics started making open-source robotics hardware, a generation of roboticists got years of their lives back. Now, the bigger challenge is getting robots to think-and that's starting to be open sourced too. The shift is still early, but companies including Hugging Face, Nvidia, and Alibaba have all made significant bets on open-source robotics in the last two years, releasing tools and models aimed at the higher-level work of getting robots to reason, decide, and act. The open source movement that accelerated other AI applications is now being applied to the problem of mak

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IEEE Spectrum AI
May 18, 2026

How Melbourne's AI and Data Center Flywheel Is Accelerating Research Innovation

This sponsored article is brought to you by Melbourne Convention Bureau (MCB) supported by Business Events Australia. Melbourne's reputation as a global events city, from the Australian Open tennis and Formula 1 Australian Grand Prix to hosting NFL regular season games, now intersects with a different form of scale: large-scale compute, data-intensive research, and advanced engineering. Long recognized for delivering complex international events, the city is applying the same organisational capability to the infrastructure that underpins modern AI research, positioning Melbourne at the converg

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IEEE Spectrum AI
May 14, 2026

Accelerating Chipmaking Innovation for the Energy-Efficient AI Era

This sponsored article is brought to you by Applied Materials. At pivotal moments in history, progress has required more than individual brilliance. The most consequential breakthroughs - such as those achieved under the Human Genome Project - required a new operating paradigm: Concentrate the world's best talent around a single mission, establish a common platform, share critical infrastructure, and collapse feedback loops. When stakes are high and timelines are compressed, sequential and siloed innovation simply cannot keep pace. Today's AI era is creating an engineering race with similar de

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SiliconANGLE AI
May 13, 2026

Boomi makes its AI control plane case: theCUBE's Boomi World keynote analysis

The AI arms race has a new front, and it isn't the battle over individual models - it's war for the entire AI control plane. That theme was front and center at Boomi World in Chicago, where Boomi LP Chief Executive Officer Steve Lucas spent two hours on stage steering the conversation away from model hype [...] The post Boomi makes its AI control plane case: theCUBE's Boomi World keynote analysis appeared first on SiliconANGLE.

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SiliconANGLE AI
May 13, 2026

AI ambition is crashing into a decade of deferred IT maintenance, says Red Hat CEO

Enterprise AI infrastructure modernization has reached a critical crossroads as organizations grapple with decades of technical debt while facing intense pressure to deploy AI - and returning to IT fundamentals is now the only viable path forward. Nowhere is that collision more visible than at the intersection of platform engineering and AI-driven infrastructure, where organizations [...] The post AI ambition is crashing into a decade of deferred IT maintenance, says Red Hat CEO appeared first on SiliconANGLE.

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SiliconANGLE AI
May 13, 2026

Red Hat and Intel spotlight scalable AI inference as enterprises move beyond the GPU gold rush

As companies move from testing AI to broader adoption, the biggest challenge is building scalable AI inference systems that perform without breaking the budget. The next wave of AI won't be won on raw power alone - it will be decided by who can do more with less. When AI inference first took off, the [...] The post Red Hat and Intel spotlight scalable AI inference as enterprises move beyond the GPU gold rush appeared first on SiliconANGLE.

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SiliconANGLE AI
May 13, 2026

Sam Altman testifies in landmark OpenAI trial, says Musk wanted control of company

OpenAI Group PBC co-founder and Chief Executive Sam Altman faced the witness stand today in the high-stakes trial that could determine the future of the company. Elon Musk is suing the company and its leaders, alleging that Altman and OpenAI president Greg Brockman betrayed the founding mission to serve humanity by turning a nonprofit into [...] The post Sam Altman testifies in landmark OpenAI trial, says Musk wanted control of company appeared first on SiliconANGLE.

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SiliconANGLE AI
May 12, 2026

What to expect during Dell Technologies World: Join theCUBE May 18-20

Following a multiyear journey to advance its artificial intelligence agenda, Dell Technologies Inc. is arriving at a moment it has long been preparing for: the AI factory as the next model for enterprise infrastructure. Dell has been building toward this moment based on a belief that artificial intelligence would lead to a fundamental shift in [...] The post What to expect during Dell Technologies World: Join theCUBE May 18-20 appeared first on SiliconANGLE.

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IEEE Spectrum AI
May 12, 2026

Neutralizing the Gigascale Problem: How to Solve the Physical Power Paradox of Extreme AI Training Loads

This sponsored article is brought to you by Ampace. As AI workloads grow to gigascale levels, the global data center industry has hit a hidden physical wall. The real bottleneck is no longer just the thermal limit of the chip or the capacity of the cooling system - it is the dynamic resilience of the power chain. Modern AI computing clusters, driven by massive GPU clusters, generate high-frequency, abrupt, and synchronized spikey pulse loads. As rack densities soar beyond 100 kW, these fluctuations are amplified into a "power paradox": while the digital logic of AI is moving faster than ever,

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IEEE Spectrum AI
May 12, 2026

Your Next AI Query May Travel Where the Power Is

The rise of electricity-guzzling data centers has forced the artificial intelligence industry to get creative about finding power. One of the latest ideas: Build micro data centers next to utility substations and operate them in concert, shifting the computation around based on power availability. That's the approach Nvidia and its collaborators are taking in a new pilot project they plan to build later this year. They'll construct about 25 of these small data centers, each ranging from 5 to 20 megawatts, across five utilities in the United States. If one substation is overloaded with power de

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SiliconANGLE AI
May 11, 2026

On theCUBE Pod: IBM Think goes AI first and Musk buries the hatchet with Anthropic

IBM Think saw Big Blue grab its place in the artificial intelligence spotlight. In a week full of notable, and surprising, AI news, IBM Think saw CEO Arvind Krishna emphasize AI as the operating model of the future while positioning IBM's platform as a control plane for AI and quantum infrastructure. The rise of the [...] The post On theCUBE Pod: IBM Think goes AI first and Musk buries the hatchet with Anthropic appeared first on SiliconANGLE.

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SiliconANGLE AI
May 9, 2026

AIR, ARR and AI: Inside RingCentral's transformation into an AI-first engagement platform

RingCentral Inc.'s latest quarter shows a company that has quietly turned artificial intelligence from a future story into its primary engine for product differentiation, operational leverage and, increasingly, growth. What started as a unified-communications-as-a-service provider is evolving into an AI-first customer engagement platform, with RingCentral AIR and related products at the front door of every conversation. Steady top [...] The post AIR, ARR and AI: Inside RingCentral's transformation into an AI-first engagement platform appeared first on SiliconANGLE.

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