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Scaling smarter: How enterprise IT teams can right-size their compute for AI

This article is part of VentureBeat’s special issue, “The Real Cost of AI: Performance, Efficiency and ROI at Scale.” Read more from this special issue. AI pilots rarely start with a deep discussion of infrastructure and hardware. But seasoned scalers warn that deploying high-value production workloads will not end happily without strategic, ongoing focus on a key enterprise-grade foundation. Good news: There’s growing recognition by enterprises about the pivotal role infrastructure plays in e

Model minimalism: The new AI strategy saving companies millions

This article is part of VentureBeat’s special issue, “The Real Cost of AI: Performance, Efficiency and ROI at Scale.” Read more from this special issue. The advent of large language models (LLMs) has made it easier for enterprises to envision the kinds of projects they can undertake, leading to a surge in pilot programs now transitioning to deployment. However, as these projects gained momentum, enterprises realized that the earlier LLMs they had used were unwieldy and, worse, expensive. Ente

Supreme Court upholds Texas porn law that caused Pornhub to leave the state

The Supreme Court today upheld a Texas law that requires age verification on porn sites, finding that the state's age-gating law doesn't violate the First Amendment. The 6–3 decision delivered by Justice Clarence Thomas rejected an appeal by the Free Speech Coalition, an adult-industry lobby group. Pornhub disabled its website in Texas last year because of the state law. The Supreme Court's conservative majority decided that the law should be reviewed under the standard of intermediate scrutin

Topics: age court law said speech

Coinbase is the best performing stock in the S&P 500 in June, and may have even more room to run

People watch as the logo for Coinbase, the biggest U.S. cryptocurrency exchange, is displayed on the Nasdaq MarketSite jumbotron at Times Square in New York on April 14, 2021. Coinbase is the top performer in the S&P 500 in June, boosted by positive regulatory updates, product launches and, of course, its very inclusion in the benchmark stock index at the end of May. The crypto exchange's outperformance in the S&P 500 extends back to the April 8 market low, just after President Donald Trump's

4 questions to ask yourself before betting on AI in your business - and why

Muhammad Aqib / Getty Images The unstoppable march of AI continues to gather pace. Analyst Gartner recently forecast that half of all business decisions will be fully automated or at least partially augmented by AI agents within the next two years. Also: 4 ways to turn AI into your business advantage Some organizations have experimented more than others. Four business leaders who have explored AI shared lessons learned at a recent media roundtable event at Snowflake Summit 2025 in San Francis

Topics: ai data said team ve

ChatGPT Use Is Rising But a Surprising Number of Americans Still Haven't Heard of It

About a third of American adults say they've used the generative AI tool ChatGPT, while one in five say they've never heard of it, according to new survey results released this week by the Pew Research Center. The 34% who said they have used the gen AI tool from OpenAI include 58% of adults under 30, the largest share among any age cohort. The share of ChatGPT users drops with age: 41% of those 30 to 49, 25% of those 50 to 64 and 10% of those 65 and older. There is also a correlation with educa

Congress might block state AI laws for a decade. Here’s what it means.

A federal proposal that would ban states and local governments from regulating AI for 10 years could soon be signed into law, as Sen. Ted Cruz (R-TX) and other lawmakers work to secure its inclusion into a GOP megabill ahead of a key July 4 deadline. Those in favor – including OpenAI’s Sam Altman, Anduril’s Palmer Luckey, and a16z’s Marc Andreessen – argue that a “patchwork” of AI regulation among states would stifle American innovation at a time when the race to beat China is heating up. Crit

Salesforce CEO says 50% of company work is now done by AI

What just happened? Not every company is slowing down its rush to go all-in on AI – Salesforce certainly isn't. According to CEO Marc Benioff, up to 50% of work being done at the software giant is now performed by AI. Benioff had plenty of praise for the technology, but said little about how it will impact those it puts out of work. Speaking in an interview on Bloomberg's The Circuit with Emily Chang, Benioff said "All of us have to get our head around this idea that AI could do things, that be

Topics: ai benioff ceo said work

Quantum computing is having a moment. But the technology remains futuristic

Microsoft's Majorana 1 quantum computing chip Microsoft It doesn't quite have the buzz of artificial intelligence, but quantum computing is having a moment of its own. Some of the most powerful institutions in the world, including Google , Microsoft , Amazon , IBM and the U.S. government, are spending many millions of dollars in a race to develop and build the first practical quantum computer. Startups focused on quantum technology attracted about $2 billion last year, according to a McKinsey &

Do these 4 things before betting on AI in your business - and why

Muhammad Aqib / Getty Images The unstoppable march of AI continues to gather pace. Analyst Gartner recently forecast that half of all business decisions will be fully automated or at least partially augmented by AI agents within the next two years. Also: 4 ways to turn AI into your business advantage Some organizations have experimented more than others. Four business leaders who have explored AI shared lessons learned at a recent media roundtable event at Snowflake Summit 2025 in San Francis

Topics: ai data said team ve

New EU rules on digital accessibility to come into force

New EU rules come into force tomorrow which will require websites, apps and devices to be accessible for people with disabilities and older people. If companies fail to comply with the European Accessibility Act they could be hit with fines and even prison sentences for senior staff. Brian Dalton is blind and is a wheelchair user. He is also a senior accessibility test engineer who works with clients to ensure their websites are accessible. Mr Dalton relies on screen reader software to navig

Denmark to tackle deepfakes by giving people copyright to their own features

The Danish government is to clamp down on the creation and dissemination of AI-generated deepfakes by changing copyright law to ensure that everybody has the right to their own body, facial features and voice. The Danish government said on Thursday it would strengthen protection against digital imitations of people’s identities with what it believes to be the first law of its kind in Europe. Having secured broad cross-party agreement, the department of culture plans to submit a proposal to ame

Redwood Materials launches energy storage business and its first target is AI data centers

Tucked between two massive buildings in the hills of the Nevada desert, 805 retired EV batteries lie in neat formation, each one wrapped in nondescript white tarps — and hiding in plain sight. A passerby might not realize this unassuming array is the largest microgrid in North America, that it’s powering a 2,000 GPU modular data center for AI infrastructure company Crusoe, or that it represents the next big act of JB Straubel, the co-founder and CEO of Redwood Materials. Redwood Materials anno

The hidden scaling cliff that’s about to break your agent rollouts

Join the event trusted by enterprise leaders for nearly two decades. VB Transform brings together the people building real enterprise AI strategy. Learn more Enterprises that want to build and scale agents also need to embrace another reality: agents aren’t built like other software. Agents are “categorically different” in how they’re built, how they operate, and how they’re improved, according to Writer CEO and co-founder May Habib. This means ditching the traditional software development lif

What enterprise leaders can learn from LinkedIn’s success with AI agents

Join the event trusted by enterprise leaders for nearly two decades. VB Transform brings together the people building real enterprise AI strategy. Learn more AI agents are one of the hottest topics in tech right now — but how many enterprises have actually deployed and are actively using them? LinkedIn says it has with its LinkedIn hiring assistant. Going beyond its popular recommender systems and AI-powered search, the company’s AI agent sources and recruits job candidates through a simple na

Apple reveals complex system of App Store fees to avoid EU fine of 500 million euro

Apple Thursday made changes to its App Store European policies, saying it believes the new rules will help the company avoid a fine of 500 million euro ($585 million) from the EU for violating the Digital Markets Act. The new policies are a complicated system of fees and programs for app makers, with some developers now paying three separate fees for one download. Apple also is going to introduce a new set of rules for all app developers in Europe, which includes a fee called the "core technolo

Tiny orange beads found by Apollo astronauts reveal Moon's explosive past

The Apollo astronauts didn't know what they'd find when they explored the surface of the moon, but they certainly didn't expect to see drifts of tiny, bright orange glass beads glistening among the otherwise monochrome piles of rocks and dust. The beads, each less than 1 mm across, formed some 3.3 to 3.6 billion years ago during volcanic eruptions on the surface of the then-young satellite. "They're some of the most amazing extraterrestrial samples we have," said Ryan Ogliore, an associate prof

'Made in the USA' reference disappears from Trump phone listing

'Made in the USA' reference disappears from Trump phone listing "Speculation to the contrary is simply inaccurate," a spokesperson told the BBC. But the Trump Mobile organisation says the phone will still be made in America. A "Made in the USA" tagline featured in promotional material for the Trump T1 phone when it launched on 16 June, was no longer displayed on its site as of Wednesday, reporters found. Days after the Trump Organisation announced plans to launch a US-made smartphone, a refe

Meta wins AI copyright case filed by Sarah Silverman and other authors

Federal Judge Vince Chhabria has ruled in favor of Meta over the 13 book authors, including Sarah Silverman, who sued the company for training its large language model on their published work without obtaining consent. His court has granted summary judgment to Meta, which means the case didn't reach full trial. Chhabria said that Meta didn't violate copyright law after the plaintiffs had failed to show sufficient evidence that the company's use of the authors' work would hurt them financially.

Trump Organization scraps 'made in the USA' tag for its gold T1 smartphone

US President Donald Trump uses a cellphone aboard Marine One before it departs Leesburg Executive Airport in Leesburg, Virginia, on April 24, 2025. Trump is returning to the White House after attending a MAGA, Inc. dinner at the Trump National Golf Club Washington, DC. The Trump Organization scrapped a reference that its recently revealed smartphone will be made in the U.S., amid doubts that such a device can be manufactured on American shores at its price tag. A spokesperson for the Trump Org

Verizon Is Enlisting Google's AI to Resolve Support Calls on the First Try

Verizon's cryptic Project 624 flew under the radar until this week, when the carrier announced a new customer service program built on Google Gemini AI technology that's intended to resolve issues on first contact. If it works as intended, subscribers should be able to avoid the time-sucking support slog that is often a hallmark of modern troubleshooting. Sowmyanarayan Sampath, CEO of Verizon's consumer group, laid out changes to the customer experience that went live Tuesday, which include a t

Adopt or die? How Southeast Asian small businesses are using AI to stay competitive

ASEAN member nations' flags outside the Pullman Hotel, the venue for the ASEAN Foreign Ministers' retreat meeting in Luang Prabang, Laos, in January 2024. Tang Chhin Sothytang Chhin Sothy | Afp | Getty Images The U.S. and China are usually top of mind when it comes to artificial intelligence and generative AI. But Southeast Asia's small businesses have huge potential that shouldn't be ignored, experts say. In fact, it's a matter of survival, according to Jochen Wirtz, a professor of marketing a

15 new jobs AI is creating - including 'Synthetic reality producer'

Eoneren/Getty Images Imagine being at a party in the not-too-distant future, and telling people you are a "synthetic reality producer." That's something sure to elicit quite a bit of curiosity. On the other hand, it may be a common job title by the year 2030. There's been a fair bit of chatter lately about the prospect of artificial intelligence usurping or taking away job opportunities -- from developers to creators. However, AI will never operate entirely on its own in a vacuum -- there will

Trump Phone Site Drops Its 'Built in US' Claim. Here's All We Know About the $499 Phone

The Trump Organization jumped into the smartphone business on June 16, announcing a $499 gold-hued phone and a mobile phone plan, proclaiming on the Trump Mobile website that device would be "designed and built in the United States." It's a claim that many experts were skeptical about. Now, just over a week later, site has dropped that phrasing. Instead, new wording on Trump Mobile cites "American hands" and "American values" but steers clear of claiming the phone, called the T1, will be made i

For Replit’s CEO, the future of software is ‘agents all the way down’

Join the event trusted by enterprise leaders for nearly two decades. VB Transform brings together the people building real enterprise AI strategy. Learn more Can enterprise teams truly vibe code their way out of expensive SaaS contracts? Replit CEO and co-founder Amjad Masad seems to think so, and the ambitious vision could mean “agents all the way down.” Speaking at VB Transform on Tuesday, Masad touted how his startup’s agents could help a non-developer design and code a live polling app in

Boston Consulting Group: To unlock enterprise AI value, start with the data you’ve been ignoring

Join the event trusted by enterprise leaders for nearly two decades. VB Transform brings together the people building real enterprise AI strategy. Learn more When building enterprise AI, some companies are finding the hardest part is sometimes deciding what to build and how to address the various processes involved. At VentureBeat Transform 2025, data quality and governance were front and center as companies look beyond the experimental phase of AI and explore ways to productize and scale agen

Tomatoes in the Galápagos are quietly de-evolving

This article has been reviewed according to Science X's editorial process and policies . Editors have highlighted the following attributes while ensuring the content's credibility: De-evolved tomato species from the Galápagos. Credit: Adam Jozwiak/UCR On the younger, black-rock islands of the Galápagos archipelago, wild-growing tomatoes are doing something peculiar. They're shedding millions of years of evolution, reverting to a more primitive genetic state that resurrects ancient chemical def

The Best Types of Creatine for All Your Fitness Goals, According to Experts

If you look in the supplement aisle at your local pharmacy, you'll likely find different forms of creatine in gummies, powders, capsules and even drink mixes. That's because creatine is a popular fitness supplement for those who want to gain strength and power while improving performance. It's also naturally made in our bodies and assists our muscles with energy production when we work out. Though creatine can be found in smaller quantities in foods like salmon, chicken, beef and pork, many peo

Nvidia CEO says robotics is chipmaker's biggest opportunity after AI

Jensen Huang, CEO of Nvidia, is seen on stage next to a small robot during the Viva Technology conference dedicated to innovation and startups at Porte de Versailles exhibition center in Paris, France, June 11, 2025. Nvidia CEO Jensen Huang said that, other than artificial intelligence, robotics represents the chipmaker's biggest market for potential growth, and that self-driving cars would be the first major commercial application for the technology. "We have many growth opportunities across

Trump’s FTC announces merger condition that prohibits advertising boycotts

The Federal Trade Commission is approving a merger of big advertising agencies after extracting an agreement that the combined firm won't lead or participate in any advertising boycotts based on political or ideological viewpoints. The merger condition is a new strategy in the Republican-controlled FTC's fight against alleged advertising boycotts, which could help Elon Musk's X social network and President Trump's own Truth Social platform. The FTC proposal surfaced in a news report earlier thi