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The Download: down the Mandela effect rabbit hole, and the promise of a vaccine for colds

This is today’s edition of The Download, our weekday newsletter that provides a daily dose of what’s going on in the world of technology. Why do so many people think the Fruit of the Loom logo had a cornucopia? Quick question: Does the Fruit of the Loom logo feature a cornucopia?Many of us have been wearing the company’s T-shirts for decades, and yet the question of whether there is a woven brown horn of plenty on the logo is surprisingly contentious.According to a 2022 poll, 55% of Americans believe the logo does include a cornucopia, 25% are unsure, and only 21% are confident that it doesn’t, even though this last group is correct.There’s a name for what’s happening here: the “Mandela effect,” or collective false memory, so called because a number of people misremember that Nelson Mandela died in prison. Yet while many find it easy to let their unconfirmable beliefs go, some spend years seeking answers—and vindication. Read the full story. —Amelia Tait This story is part of MIT Technology Review’s series “The New Conspiracy Age,” on how the present boom in conspiracy theories is reshaping science and technology. Here’s why we don’t have a cold vaccine. Yet. For those of us in the Northern Hemisphere, it’s the season of the sniffles. As the weather turns, we’re all spending more time indoors. The kids have been back at school for a couple of months. And cold germs are everywhere. So why can’t we get a vaccine to protect us against the common cold? Scientists have been working on this for decades, but it turns out that creating a cold vaccine is hard. Really hard. But not impossible. There’s still hope. Read the full story. —Jessica Hamzelou This article first appeared in The Checkup, MIT Technology Review’s weekly biotech newsletter. To receive it in your inbox every Thursday, and read articles like this first, sign up here. Inside the archives of the NASA Ames Research Center At the southern tip of San Francisco Bay, surrounded by the tech giants Google, Apple, and Microsoft, sits the historic NASA Ames Research Center. Its rich history includes a grab bag of fascinating scientific research involving massive wind tunnels, experimental aircraft, supercomputing, astrobiology, and more.A collection of 5,000 images from NASA Ames’s archives paints a vivid picture of bleeding-edge work at the heart of America’s technology hub. Read the full story.—Jon Keegan This story is from the latest print issue of MIT Technology Review magazine, which is full of stories about the body. If you haven’t already, subscribe now to receive future issues once they land. The must-reads I’ve combed the internet to find you today’s most fun/important/scary/fascinating stories about technology. 1 The US government is considering banning TP-Link routersAn investigation has raised concerns over the company’s links to China. (WP $)+ Lawmakers are worried its equipment is vulnerable to hacking. (Bloomberg $)2 ICE has proposed building a deportation network in TexasThe 24/7 operation would transfer detained immigrants into holding facilities. (Wired $)+ But US citizens keep being detained, too. (NY Mag $)+ Inside the operation giving ICE a run for its money. (Slate $)+ Another effort to track ICE raids was just taken offline. (MIT Technology Review) 3 Ukrainian drone teams are gamifying their war effortsOfficials say rewarding soldiers for successful attacks keeps them motivated. (NYT $)+ A Peter Thiel-backed drone startup crashed and burned during military trials. (FT $)+ Meet the radio-obsessed civilian shaping Ukraine’s drone defense. (MIT Technology Review) 4 Meta has denied torrenting porn to train its AI modelsInstead, it claims, the downloads were for someone’s “private personal use.” (Ars Technica) 5 Bird flu is getting harder to keep tabs onThe virus has wreaked havoc on the US poultry industry for close to four years. (Vox)+ A new biosensor can detect bird flu in five minutes. (MIT Technology Review) 6 AI browsers are a cybersecurity nightmareThey’re a hotbed of known—and unknown—risks. (The Verge)+ I tried OpenAI’s new Atlas browser but I still don’t know what it’s for. (MIT Technology Review) 7 Robots are starting to do more jobs across AmericaBut they’re still proving buggy and expensive to run. (WSJ $)+ When you might start speaking to robots. (MIT Technology Review) 8 These are the jobs that AI builtFrom conversation designer to adoption strategist. (WP $)+ if you fancy landing a job in quantum computing, here’s how to do it. (IEEE Spectrum) 9 Computer vision is getting much, much better 👀Their blind spots are rapidly being eliminated. (Knowable Magazine) 10 A lock-cracking YouTuber is being sued by a lockmaking company 🔓 It’s arguing he defamed the company, even though he didn’t say a word during the clip. (Ars Technica) Quote of the day “Yes, we’ve been to the Moon before… six times!” —NASA’s acting administrator Sean Duffy reacts to Kim Kardashian’s belief that man has never set foot on the moon, the Guardian reports. One more thing What happens when you donate your body to science Rebecca George doesn’t mind the vultures that complain from the trees that surround the Western Carolina University body farm. Her arrival has interrupted their breakfast. George studies human decomposition, and part of decomposing is becoming food. Scavengers are welcome. In the US, about 20,000 people or their families donate their bodies to scientific research and education each year. Whatever the reason, the decision becomes a gift. Western Carolina’s FOREST is among the places where watchful caretakers know that the dead and the living are deeply connected, and the way you treat the first reflects how you treat the second. Read the full story. —Abby Ohlheiser We can still have nice things A place for comfort, fun and distraction to brighten up your day. (Got any ideas? Drop me a line or skeet ’em at me.)+ Zoo animals across the world are getting into the Halloween spirit with some tasty pumpkins.+ If you’re stuck for something suitably spooky to watch tonight, this list is a great place to start.+ New York’s historic Morris-Jumel Mansion is seriously beautiful—and seriously haunted.+ Salem’s Lucipurr is on the prowl!

This is today’s edition of The Download, our weekday newsletter that provides a daily dose of what’s going on in the world of technology.

Why do so many people think the Fruit of the Loom logo had a cornucopia?

Quick question: Does the Fruit of the Loom logo feature a cornucopia?

Many of us have been wearing the company’s T-shirts for decades, and yet the question of whether there is a woven brown horn of plenty on the logo is surprisingly contentious.

According to a 2022 poll, 55% of Americans believe the logo does include a cornucopia, 25% are unsure, and only 21% are confident that it doesn’t, even though this last group is correct.

There’s a name for what’s happening here: the “Mandela effect,” or collective false memory, so called because a number of people misremember that Nelson Mandela died in prison. Yet while many find it easy to let their unconfirmable beliefs go, some spend years seeking answers—and vindication. Read the full story.

—Amelia Tait

This story is part of MIT Technology Review’s series “The New Conspiracy Age,” on how the present boom in conspiracy theories is reshaping science and technology.

Here’s why we don’t have a cold vaccine. Yet.

For those of us in the Northern Hemisphere, it’s the season of the sniffles. As the weather turns, we’re all spending more time indoors. The kids have been back at school for a couple of months. And cold germs are everywhere.

So why can’t we get a vaccine to protect us against the common cold? Scientists have been working on this for decades, but it turns out that creating a cold vaccine is hard. Really hard. But not impossible. There’s still hope. Read the full story.

—Jessica Hamzelou

This article first appeared in The Checkup, MIT Technology Review’s weekly biotech newsletter. To receive it in your inbox every Thursday, and read articles like this first, sign up here.

Inside the archives of the NASA Ames Research Center

At the southern tip of San Francisco Bay, surrounded by the tech giants Google, Apple, and Microsoft, sits the historic NASA Ames Research Center. Its rich history includes a grab bag of fascinating scientific research involving massive wind tunnels, experimental aircraft, supercomputing, astrobiology, and more.

A collection of 5,000 images from NASA Ames’s archives paints a vivid picture of bleeding-edge work at the heart of America’s technology hub. Read the full story.

—Jon Keegan

This story is from the latest print issue of MIT Technology Review magazine, which is full of stories about the body. If you haven’t already, subscribe now to receive future issues once they land.

The must-reads

I’ve combed the internet to find you today’s most fun/important/scary/fascinating stories about technology.

1 The US government is considering banning TP-Link routers
An investigation has raised concerns over the company’s links to China. (WP $)
+ Lawmakers are worried its equipment is vulnerable to hacking. (Bloomberg $)

2 ICE has proposed building a deportation network in Texas
The 24/7 operation would transfer detained immigrants into holding facilities. (Wired $)
+ But US citizens keep being detained, too. (NY Mag $)
+ Inside the operation giving ICE a run for its money. (Slate $)
+ Another effort to track ICE raids was just taken offline. (MIT Technology Review)

3 Ukrainian drone teams are gamifying their war efforts
Officials say rewarding soldiers for successful attacks keeps them motivated. (NYT $)
+ A Peter Thiel-backed drone startup crashed and burned during military trials. (FT $)
+ Meet the radio-obsessed civilian shaping Ukraine’s drone defense. (MIT Technology Review)

4 Meta has denied torrenting porn to train its AI models
Instead, it claims, the downloads were for someone’s “private personal use.” (Ars Technica)

5 Bird flu is getting harder to keep tabs on
The virus has wreaked havoc on the US poultry industry for close to four years. (Vox)
+ A new biosensor can detect bird flu in five minutes. (MIT Technology Review)

6 AI browsers are a cybersecurity nightmare
They’re a hotbed of known—and unknown—risks. (The Verge)
+ I tried OpenAI’s new Atlas browser but I still don’t know what it’s for. (MIT Technology Review)

7 Robots are starting to do more jobs across America
But they’re still proving buggy and expensive to run. (WSJ $)
+ When you might start speaking to robots. (MIT Technology Review)

8 These are the jobs that AI built
From conversation designer to adoption strategist. (WP $)
+ if you fancy landing a job in quantum computing, here’s how to do it. (IEEE Spectrum)

9 Computer vision is getting much, much better 👀
Their blind spots are rapidly being eliminated. (Knowable Magazine)

10 A lock-cracking YouTuber is being sued by a lockmaking company 🔓 
It’s arguing he defamed the company, even though he didn’t say a word during the clip. (Ars Technica)

Quote of the day

“Yes, we’ve been to the Moon before… six times!”

—NASA’s acting administrator Sean Duffy reacts to Kim Kardashian’s belief that man has never set foot on the moon, the Guardian reports.

One more thing

What happens when you donate your body to science

Rebecca George doesn’t mind the vultures that complain from the trees that surround the Western Carolina University body farm. Her arrival has interrupted their breakfast. George studies human decomposition, and part of decomposing is becoming food. Scavengers are welcome.

In the US, about 20,000 people or their families donate their bodies to scientific research and education each year. Whatever the reason, the decision becomes a gift. Western Carolina’s FOREST is among the places where watchful caretakers know that the dead and the living are deeply connected, and the way you treat the first reflects how you treat the second. Read the full story.

—Abby Ohlheiser

We can still have nice things

A place for comfort, fun and distraction to brighten up your day. (Got any ideas? Drop me a line or skeet ’em at me.)

+ Zoo animals across the world are getting into the Halloween spirit with some tasty pumpkins.
+ If you’re stuck for something suitably spooky to watch tonight, this list is a great place to start.
+ New York’s historic Morris-Jumel Mansion is seriously beautiful—and seriously haunted.
+ Salem’s Lucipurr is on the prowl!

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Agentic AI: What now, what next?

Agentic AI burst onto the scene with its promises of streamliningoperations and accelerating productivity. But what’s real and what’s hype when it comes to deploying agentic AI? This Special Report examines the state of agentic AI, the challenges organizations are facing in deploying it, and the lessons learned from success

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AMD to build two more supercomputers at Oak Ridge National Labs

Lux is engineered to train, refine, and deploy AI foundation models that accelerate scientific and engineering progress. Its advanced architecture supports data-intensive and model-centric workloads, thereby enhancing AI-driven research capabilities. Discovery differs from Lux in that it uses Instinct MI430X GPUs instead of the 300 series. The MI400 Series is

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USA Energy Sec Says Goal Is for Canada Trade Talks to Resume

(Update) October 31, 2025, 4:18 PM GMT: Adds comments from President Trump, starting in the first paragraph. US President Donald Trump said he received an apology from Canadian Prime Minister Mark Carney over a television ad that opposed tariffs, but suggested that trade talks between the two countries won’t restart.  Asked by reporters aboard Air Force One whether negotiations between the White House and Carney’s government would resume, Trump said: “No, but I have a very good relationship. I like him a lot, but you know, what they did was wrong. He was very nice. He apologized for what they did with the commercial.”  Earlier Friday, US Energy Secretary Chris Wright said the goal is for the US and Canada to return to the table after talks broke off last week, and for the countries to cooperate more closely on oil, gas and critical minerals. There has been friction in the talks between Canada and the US “for some good reasons,” Wright told reporters at the Group of Seven energy and environment ministers’ meeting in Toronto on Friday. Trump called off the negotiations last week after the province of Ontario aired an anti-tariff advertisement in the US that drew from a 1987 radio address by former President Ronald Reagan. Trump also threatened an additional 10% tariff on Canada. Before the breakdown, Carney said the two countries had been progressing on a deal on steel and aluminum sectoral tariffs, as well as energy. Carney had pitched Trump on reviving the Keystone XL pipeline project. “Unfortunately we’ve had some bumps on the road,” Wright said. “I would say the goal is to bring those back together and I think to see cooperation between the United States and Canada across critical minerals, across oil and gas.” Trump has also said recently that he’s satisfied with

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Exxon and Chevron Top Estimates With Oil Output Increases

Exxon Mobil Corp. and Chevron Corp. outperformed Wall Street expectations after new oilfield projects and acquisitions boosted crude output. Exxon’s adjusted third-quarter profit per-share was 7 cents higher than analysts forecast, while Chevron posted an almost 20-cent surprise on Friday. For Exxon, it was the sixth consecutive beat, buoyed by the startup of the explorer’s latest Guyana development. Chevron rose as much as 3.1% in New York. Exxon, meanwhile, dipped as much as 1.5% after a spate of acquisitions during the period pressured free cash flow. North America’s largest oil companies are pursuing divergent paths as global oil markets slip into what is widely expected to be a hefty supply glut. As Exxon presses head with a raft of expansion projects despite slumping crude prices, Chevron is positioning itself to wring cash from operations to weather the market downturn. This is all happening against the backdrop of efforts by the OPEC+ alliance to recapture market share by unleashing more crude onto global markets. Brent crude, the international benchmark, already is on pace for its worst annual decline in half a decade. The US supermajors followed European rival Shell Plc in posting stronger-than-expected results. TotalEnergies SE reported profit that was in-line with expectations. BP Plc is scheduled to disclose results next week. For Exxon, eight of the 10 new developments slated for this year have already started up and the remaining two are “on track,” Chief Executive Officer Darren Woods said in a statement.  Woods is betting Exxon’s low debt level means he has ample capacity to fund growth projects that span from crude in Brazil to chemicals in China while maintaining a $20 billion annual buyback program despite weak oil prices. His goal is to be ready to capitalize on an upturn in commodity prices, which analysts say could come

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Trump Says Canada Trade Talks Won’t Resume, Contradicting Energy Sec

(Update) October 31, 2025, 4:18 PM GMT: Adds comments from President Trump, starting in the first paragraph. US President Donald Trump said he received an apology from Canadian Prime Minister Mark Carney over a television ad that opposed tariffs, but suggested that trade talks between the two countries won’t restart.  Asked by reporters aboard Air Force One whether negotiations between the White House and Carney’s government would resume, Trump said: “No, but I have a very good relationship. I like him a lot, but you know, what they did was wrong. He was very nice. He apologized for what they did with the commercial.”  Earlier Friday, US Energy Secretary Chris Wright said the goal is for the US and Canada to return to the table after talks broke off last week, and for the countries to cooperate more closely on oil, gas and critical minerals. There has been friction in the talks between Canada and the US “for some good reasons,” Wright told reporters at the Group of Seven energy and environment ministers’ meeting in Toronto on Friday. Trump called off the negotiations last week after the province of Ontario aired an anti-tariff advertisement in the US that drew from a 1987 radio address by former President Ronald Reagan. Trump also threatened an additional 10% tariff on Canada. Before the breakdown, Carney said the two countries had been progressing on a deal on steel and aluminum sectoral tariffs, as well as energy. Carney had pitched Trump on reviving the Keystone XL pipeline project. “Unfortunately we’ve had some bumps on the road,” Wright said. “I would say the goal is to bring those back together and I think to see cooperation between the United States and Canada across critical minerals, across oil and gas.” Trump has also said recently that he’s satisfied with

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Southern Co. large load pipeline tops 50 GW by mid-2030

By the numbers: Southern Co. Q3 2025 50 GW Across multiple utility service territories and 10 years, Southern Co. says it has a pipeline of more than 50 GW of possible large load additions. 12% annual sales growth Southern sees electric sales rising 8% across its service territories, but most notably in Georgia Power’s footprint where it predicts double-digit growth through 2029. 10 GW New resources Southern expects to need in Georgia. It is proposing five gas combined cycle units and 11 battery energy storage facilities to meet the need. Southern Co., which serves 9 million energy customers across the Southeast, has a pipeline of more than 50 GW of new large load additions within the next decade, officials said Thursday during the company’s third quarter earnings call. “Over the last two months, we have [signed] four contracts with large load customers in Georgia and Alabama, representing over 2 GW of demand,” said Chris Womack, chairman, president and CEO The utility company is requiring “strong customer protections and credit provisions” to protect against rate increases to serve the new loads, said Chief Financial Officer David Poroch. “Our pipeline of large load data centers and manufacturers continues to be robust across our electric subsidiaries. The total pipeline remains more than 50 GW of potential incremental load by mid 2030s.” Southern’s subsidiaries include Georgia Power, Alabama Power and Mississippi Power. The utility company on Thursday reported third-quarter earnings of $1.7 billion, or $1.55/share, compared with $1.5 billion, or $1.40/share, in the same period last year. The company saw sales growth “across all customer classes” in the third quarter, officials said. There were 12,000 new residential customers, “well above historical trends,” and data center usage was up 17% relative to the same period last year, according to an earnings presentation. Higher industrial usage was led

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Data centers as engines of economic growth

Jeff Jakubiak is a partner at Vinson & Elkins and practices in the firm’s energy regulation group. The electric utility sector has long been shaped by the steady hand of regulation. For decades, utility commissions have balanced the needs of reliability, affordability and fairness against the realities of capital investment and technological change. But today, we stand at a critical inflection point. A new class of energy consumers — data centers — has emerged not just as a high-demand load, but as a catalyst for broader economic growth. Yet, the mindset of many regulatory commissions remains anchored in the past, viewing their role as one of limiting costs rather than proactively enabling investment. That mindset needs to change. Commissions should think of themselves not only as regulators but as economic developers, fostering an environment in which the power system propels business investments that strengthen communities and drive innovation.  In doing so, commissions should permit utilities to recover costs of grid investments that promote economic development, not merely investments undertaken in response to specific requests for electric service. The data center demand surge In every corner of the country, data centers are reshaping energy demand. Artificial intelligence, cloud computing and the digital economy have converged to create an unprecedented need for power-hungry facilities. New projects routinely propose loads exceeding 50, 100 or even 300 MW. This is not a temporary surge — it is a long-term structural shift in electricity demand. The scale of this growth is striking. Global data center power capacity is projected to more than triple — from 81 GW in 2024 to 277 GW by 2035, according to BloombergNEF. For states and regions competing for economic development, data centers offer more than just power loads. They bring high-value jobs, local tax revenues, and the multiplier effect of attracting

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BMI Lowers Global Diesel Price Forecast

BMI analysts revealed, in a BMI report sent to Rigzone by the Fitch Group recently, that they had lowered their 2025 average global diesel price forecast to $89 per barrel, “reflecting bearish sentiment dominating the market”. According to the report, BMI expects the average global diesel price to come in at $87 per barrel in 2026, $85 per barrel in 2027, $84 per barrel in 2028, and $82 per barrel in 2029. The average global diesel price averaged $105 per barrel in 2024, the BMI report showed. “Global supply continues to outpace demand across key regions, exerting downward pressure on prices,” BMI analysts said in the report. “Easing geopolitical tensions in the Middle East have contributed to weaker crude prices, which in turn are weighing on diesel prices,” they added. “Diesel briefly strengthened following a spike in crude oil and refinery closures in Europe. However, we expect European diesel prices to soften in Q4 2025 despite seasonal winter demand,” they continued. The BMI analysts noted in the report that their outlook “remains bearish for 2025 and 2026, as lower crude prices and modest seasonal demand are unlikely to absorb the prevailing supply glut”. “This view is supported by ongoing economic weakness in Europe – the world’s largest diesel market – and structural softness in diesel consumption in the U.S. and Asia”. The analysts highlighted in the report that, in July, Ultra Low Sulphur Diesel prices in New York averaged about $101 per barrel before easing to $98 per barrel in September, adding that the premium over Singapore “widened to roughly $10 per barrel”. “Singapore and Rotterdam 10ppm prices fell below $85 per barrel, widening their discounts to New York,” they added. The BMI analysts went on to state in the report that global diesel demand is expected to be driven

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Supermicro Unveils Data Center Building Blocks to Accelerate AI Factory Deployment

Supermicro has introduced a new business line, Data Center Building Block Solutions (DCBBS), expanding its modular approach to data center development. The offering packages servers, storage, liquid-cooling infrastructure, networking, power shelves and battery backup units (BBUs), DCIM and automation software, and on-site services into pre-validated, factory-tested bundles designed to accelerate time-to-online (TTO) and improve long-term serviceability. This move represents a significant step beyond traditional rack integration; a shift toward a one-stop, data-center-scale platform aimed squarely at the hyperscale and AI factory market. By providing a single point of accountability across IT, power, and thermal domains, Supermicro’s model enables faster deployments and reduces integration risk—the modern equivalent of a “single throat to choke” for data center operators racing to bring GB200/NVL72-class racks online. What’s New in DCBBS DCBBS extends Supermicro’s modular design philosophy to an integrated catalog of facility-adjacent building blocks, not just IT nodes. By including critical supporting infrastructure—cooling, power, networking, and lifecycle software—the platform helps operators bring new capacity online more quickly and predictably. According to Supermicro, DCBBS encompasses: Multi-vendor AI system support: Compatibility with NVIDIA, AMD, and Intel architectures, featuring Supermicro-designed cold plates that dissipate up to 98% of component-level heat. In-rack liquid-cooling designs: Coolant distribution manifolds (CDMs) and CDUs rated up to 250 kW, supporting 45 °C liquids, alongside rear-door heat exchangers, 800 GbE switches (51.2 Tb/s), 33 kW power shelves, and 48 V battery backup units. Liquid-to-Air (L2A) sidecars: Each row can reject up to 200 kW of heat without modifying existing building hydronics—an especially practical design for air-to-liquid retrofits. Automation and management software: SuperCloud Composer for rack-scale and liquid-cooling lifecycle management SuperCloud Automation Center for firmware, OS, Kubernetes, and AI pipeline enablement Developer Experience Console for self-service workflows and orchestration End-to-end services: Design, validation, and on-site deployment options—including four-hour response service levels—for both greenfield builds

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Investments Anchor Vertiv’s Growth Strategy as AI-Driven Data Center Orders Surge 60% YoY

New Acquisitions and Partner Awards Vertiv’s third-quarter financial performance was underscored by a series of strategic acquisitions and ecosystem recognitions that expand the company’s technological capabilities and market reach amid AI-driven demand. Acquisition of Waylay NV: AI and Hyperautomation for Infrastructure Intelligence On August 26, Vertiv announced its acquisition of Waylay NV, a Belgium-based developer of generative AI and hyperautomation software. The move bolsters Vertiv’s portfolio with AI-driven monitoring, predictive services, and performance optimization for digital infrastructure. Waylay’s automation platform integrates real-time analytics, orchestration, and workflow automation across diverse connected assets and cloud services—enabling predictive maintenance, uptime optimization, and energy management across power and cooling systems. “With the addition of Waylay’s technology and software-focused team, Vertiv will accelerate its vision of intelligent infrastructure—data-driven, proactive, and optimized for the world’s most demanding environments,” said CEO Giordano Albertazzi. Completion of Great Lakes Acquisition: Expanding White Space Integration Just days earlier, as alluded to above, Vertiv finalized its $200 million acquisition of Great Lakes Data Racks & Cabinets, a U.S.-based manufacturer of enclosures and integrated rack systems. The addition expands Vertiv’s capabilities in high-density, factory-integrated white space solutions; bridging power, cooling, and IT enclosures for hyperscale and edge data centers alike. Great Lakes’ U.S. and European manufacturing footprint complements Vertiv’s global reach, supporting faster deployment cycles and expanded configuration flexibility.  Albertazzi noted that the acquisition “enhances our ability to deliver comprehensive infrastructure solutions, furthering Vertiv’s capabilities to customize at scale and configure at speed for AI and high-density computing environments.” 2024 Partner Awards: Recognizing the Ecosystem Behind Growth Vertiv also spotlighted its partner ecosystem in August with its 2024 North America Partner Awards. The company recognized 11 partners for 2024 performance, growth, and AI execution across segments: Partner of the Year – SHI for launching a customer-facing high-density AI & Cyber Labs featuring

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QuEra’s Quantum Leap: From Neutral-Atom Breakthroughs to Hybrid HPC Integration

The race to make quantum computing practical – and commercially consequential – took a major step forward this fall, as Boston-based QuEra Computing announced new research milestones, expanded strategic funding, and an accelerating roadmap for hybrid quantum-classical supercomputing. QuEra’s Chief Commercial Officer Yuval Boger joined the Data Center Frontier Show to discuss how neutral-atom quantum systems are moving from research labs into high-performance computing centers and cloud environments worldwide. NVIDIA Joins Google in Backing QuEra’s $230 Million Round In early September, QuEra disclosed that NVentures, NVIDIA’s venture arm, has joined Google and others in expanding its $230 million Series B round. The investment deepens what has already been one of the most active collaborations between quantum and accelerated-computing companies. “We already work with NVIDIA, pairing our scalable neutral-atom architecture with its accelerated-computing stack to speed the arrival of useful, fault-tolerant quantum machines,” said QuEra CEO Andy Ory. “The decision to invest in us underscores our shared belief that hybrid quantum-classical systems will unlock meaningful value for customers sooner than many expect.” The partnership spans hardware, software, and go-to-market initiatives. QuEra’s neutral-atom machines are being integrated into NVIDIA’s CUDA-Q software platform for hybrid workloads, while the two companies collaborate at the NVIDIA Accelerated Quantum Center (NVAQC) in Boston, linking QuEra hardware with NVIDIA’s GB200 NVL72 GPU clusters for simulation and quantum-error-decoder research. Meanwhile, at Japan’s AIST ABCI-Q supercomputing center, QuEra’s Gemini-class quantum computer now operates beside more than 2,000 H100 GPUs, serving as a national testbed for hybrid workflows. A jointly developed transformer-based decoder running on NVIDIA’s GPUs has already outperformed classical maximum-likelihood error-correction models, marking a concrete step toward practical fault-tolerant quantum computing. For NVIDIA, the move signals conviction that quantum processing units (QPUs) will one day complement GPUs inside large-scale data centers. For QuEra, it widens access to the

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How CoreWeave and Poolside Are Teaming Up in West Texas to Build the Next Generation of AI Data Centers

In the evolving landscape of artificial-intelligence infrastructure, a singular truth is emerging: access to cutting-edge silicon and massive GPU clusters is no longer enough by itself. For companies chasing the frontier of multi-trillion-parameter model training and agentic AI deployment, the bottleneck increasingly lies not just in compute, but in the seamless integration of compute + power + data center scale. The latest chapter in this story is the collaboration between CoreWeave and Poolside, culminating in the launch of Project Horizon, a 2-gigawatt AI-campus build in West Texas. Setting the Stage: Who’s Involved, and Why It Matters CoreWeave (NASDAQ: CRWV) has positioned itself as “The Essential Cloud for AI™” — a company founded in 2017, publicly listed in March 2025, and aggressively building out its footprint of ultra-high-performance infrastructure.  One of its strategic moves: in July 2025 CoreWeave struck a definitive agreement to acquire Core Scientific (NASDAQ: CORZ) in an all-stock transaction. Through that deal, CoreWeave gains grip over approximately 1.3 GW of gross power across Core Scientific’s nationwide data center footprint, plus more than 1 GW of expansion potential.  That acquisition underlines a broader trend: AI-specialist clouds are no longer renting space and power; they’re working to own or tightly control it. Poolside, founded in 2023, is a foundation-model company with an ambitious mission: building artificial general intelligence (AGI) and deploying enterprise-scale agents.  According to Poolside’s blog: “When people ask what it takes to build frontier AI … the focus is usually on the model … but that’s only half the story. The other half is infrastructure. If you don’t control your infrastructure, you don’t control your destiny—and you don’t have a shot at the frontier.”  Simply put: if you’re chasing multi-trillion-parameter models, you need both the compute horsepower and the power infrastructure; and ideally, tight vertical integration. Together, the

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Vantage Data Centers Pours $15B Into Wisconsin AI Campus as It Builds Global Giga-Scale Footprint

Expanding in Ohio: Financing Growth Through Green Capital In June 2025, Vantage secured $5 billion in green loan capacity, including $2.25 billion to fully fund its New Albany, Ohio (OH1) campus and expand its existing borrowing base. The 192 MW development will comprise three 64 MW buildings, with first delivery expected in December 2025 and phased completion through 2028. The OH1 campus is designed to come online as Vantage’s larger megasites ramp up, providing early capacity and regional proximity to major cloud and AI customers in the Columbus–New Albany corridor. The site also offers logistical and workforce advantages within one of the fastest-growing data center regions in the U.S. Beyond the U.S. – Vantage Expands Its Global Footprint Moving North: Reinforcing Canada’s Renewable Advantage In February 2025, Vantage announced a C$500 million investment to complete QC24, the fourth and final building at its Québec City campus, adding 32 MW of capacity by 2027. The project strengthens Vantage’s Montreal–Québec platform and reinforces its renewable-heavy power profile, leveraging abundant hydropower to serve sustainability-driven customers. APAC Expansion: Strategic Scale in Southeast Asia In September 2025, Vantage unveiled a $1.6 billion APAC expansion, led by existing investors GIC (Singapore’s sovereign wealth fund) and ADIA (Abu Dhabi Investment Authority). The investment includes the acquisition of Yondr’s Johor, Malaysia campus at Sedenak Tech Park. Currently delivering 72.5 MW, the Johor campus is planned to scale to 300 MW at full build-out, positioning it within one of Southeast Asia’s most active AI and cloud growth corridors. Analysts note that the location’s connectivity to Singapore’s hyperscale market and favorable development economics give Vantage a strong competitive foothold across the region. Italy: Expanding European Presence Under National Priority Status Vantage is also adding a second Italian campus alongside its existing Milan site, totaling 32 MW across two facilities. Phase

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Nvidia GTC show news you need to know round-up

In the case of Flex, it will use digital twins to unify inventory, labor, and freight operations, streamlining logistics across Flex’s worldwide network. Flex’s new 400,000 sq. ft. facility in Dallas is purpose-built for data center infrastructure, aiming to significantly shorten lead times for U.S. customers. The Flex/Nvidia partnership aims to address the country’s labor shortages and drive innovation in manufacturing, pharmaceuticals, and technology. The companies believe the partnership sets the stage for a new era of giga-scale AI factories. Nvidia and Oracle to Build DOE’s Largest AI Supercomputer Oracle continues its aggressive push into supercomputing with a deal to build the largest AI supercomputer for scientific discovery — Using Nvidia GPUs, obviously — at a Department of Energy facility. The system, dubbed Solstice, will feature an incredible 100,000 Nvidia Blackwell GPUs. A second system, dubbed Equinox, will include 10,000 Blackwell GPUs and is expected to be available in the first half of 2026. Both systems will be interconnected by Nvidia networking and deliver a combined 2,200 exaflops of AI performance. The Solstice and Equinox supercomputers will be located at Argonne National Laboratory, the home to the Aurora supercomputer, built using all Intel parts. They will enable scientists and researchers to develop and train new frontier models and AI reasoning models for open science using the Nvidia Megatron-Core library and scale them using the Nvidia TensorRT inference software stack.

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Microsoft will invest $80B in AI data centers in fiscal 2025

And Microsoft isn’t the only one that is ramping up its investments into AI-enabled data centers. Rival cloud service providers are all investing in either upgrading or opening new data centers to capture a larger chunk of business from developers and users of large language models (LLMs).  In a report published in October 2024, Bloomberg Intelligence estimated that demand for generative AI would push Microsoft, AWS, Google, Oracle, Meta, and Apple would between them devote $200 billion to capex in 2025, up from $110 billion in 2023. Microsoft is one of the biggest spenders, followed closely by Google and AWS, Bloomberg Intelligence said. Its estimate of Microsoft’s capital spending on AI, at $62.4 billion for calendar 2025, is lower than Smith’s claim that the company will invest $80 billion in the fiscal year to June 30, 2025. Both figures, though, are way higher than Microsoft’s 2020 capital expenditure of “just” $17.6 billion. The majority of the increased spending is tied to cloud services and the expansion of AI infrastructure needed to provide compute capacity for OpenAI workloads. Separately, last October Amazon CEO Andy Jassy said his company planned total capex spend of $75 billion in 2024 and even more in 2025, with much of it going to AWS, its cloud computing division.

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John Deere unveils more autonomous farm machines to address skill labor shortage

Join our daily and weekly newsletters for the latest updates and exclusive content on industry-leading AI coverage. Learn More Self-driving tractors might be the path to self-driving cars. John Deere has revealed a new line of autonomous machines and tech across agriculture, construction and commercial landscaping. The Moline, Illinois-based John Deere has been in business for 187 years, yet it’s been a regular as a non-tech company showing off technology at the big tech trade show in Las Vegas and is back at CES 2025 with more autonomous tractors and other vehicles. This is not something we usually cover, but John Deere has a lot of data that is interesting in the big picture of tech. The message from the company is that there aren’t enough skilled farm laborers to do the work that its customers need. It’s been a challenge for most of the last two decades, said Jahmy Hindman, CTO at John Deere, in a briefing. Much of the tech will come this fall and after that. He noted that the average farmer in the U.S. is over 58 and works 12 to 18 hours a day to grow food for us. And he said the American Farm Bureau Federation estimates there are roughly 2.4 million farm jobs that need to be filled annually; and the agricultural work force continues to shrink. (This is my hint to the anti-immigration crowd). John Deere’s autonomous 9RX Tractor. Farmers can oversee it using an app. While each of these industries experiences their own set of challenges, a commonality across all is skilled labor availability. In construction, about 80% percent of contractors struggle to find skilled labor. And in commercial landscaping, 86% of landscaping business owners can’t find labor to fill open positions, he said. “They have to figure out how to do

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2025 playbook for enterprise AI success, from agents to evals

Join our daily and weekly newsletters for the latest updates and exclusive content on industry-leading AI coverage. Learn More 2025 is poised to be a pivotal year for enterprise AI. The past year has seen rapid innovation, and this year will see the same. This has made it more critical than ever to revisit your AI strategy to stay competitive and create value for your customers. From scaling AI agents to optimizing costs, here are the five critical areas enterprises should prioritize for their AI strategy this year. 1. Agents: the next generation of automation AI agents are no longer theoretical. In 2025, they’re indispensable tools for enterprises looking to streamline operations and enhance customer interactions. Unlike traditional software, agents powered by large language models (LLMs) can make nuanced decisions, navigate complex multi-step tasks, and integrate seamlessly with tools and APIs. At the start of 2024, agents were not ready for prime time, making frustrating mistakes like hallucinating URLs. They started getting better as frontier large language models themselves improved. “Let me put it this way,” said Sam Witteveen, cofounder of Red Dragon, a company that develops agents for companies, and that recently reviewed the 48 agents it built last year. “Interestingly, the ones that we built at the start of the year, a lot of those worked way better at the end of the year just because the models got better.” Witteveen shared this in the video podcast we filmed to discuss these five big trends in detail. Models are getting better and hallucinating less, and they’re also being trained to do agentic tasks. Another feature that the model providers are researching is a way to use the LLM as a judge, and as models get cheaper (something we’ll cover below), companies can use three or more models to

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OpenAI’s red teaming innovations define new essentials for security leaders in the AI era

Join our daily and weekly newsletters for the latest updates and exclusive content on industry-leading AI coverage. Learn More OpenAI has taken a more aggressive approach to red teaming than its AI competitors, demonstrating its security teams’ advanced capabilities in two areas: multi-step reinforcement and external red teaming. OpenAI recently released two papers that set a new competitive standard for improving the quality, reliability and safety of AI models in these two techniques and more. The first paper, “OpenAI’s Approach to External Red Teaming for AI Models and Systems,” reports that specialized teams outside the company have proven effective in uncovering vulnerabilities that might otherwise have made it into a released model because in-house testing techniques may have missed them. In the second paper, “Diverse and Effective Red Teaming with Auto-Generated Rewards and Multi-Step Reinforcement Learning,” OpenAI introduces an automated framework that relies on iterative reinforcement learning to generate a broad spectrum of novel, wide-ranging attacks. Going all-in on red teaming pays practical, competitive dividends It’s encouraging to see competitive intensity in red teaming growing among AI companies. When Anthropic released its AI red team guidelines in June of last year, it joined AI providers including Google, Microsoft, Nvidia, OpenAI, and even the U.S.’s National Institute of Standards and Technology (NIST), which all had released red teaming frameworks. Investing heavily in red teaming yields tangible benefits for security leaders in any organization. OpenAI’s paper on external red teaming provides a detailed analysis of how the company strives to create specialized external teams that include cybersecurity and subject matter experts. The goal is to see if knowledgeable external teams can defeat models’ security perimeters and find gaps in their security, biases and controls that prompt-based testing couldn’t find. What makes OpenAI’s recent papers noteworthy is how well they define using human-in-the-middle

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