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Aalo Atomics Breaks Ground on XMR Reactor, Eyes AI Data Center Integration at INL

Nuclear + Data Centers: A Convergence Trend Aalo’s announcement adds to a growing list of nuclear startups that explicitly reference data centers as their first commercial market. Oklo has positioned its Aurora powerhouse as a plug-in solution for AI campuses, Kairos is developing fluoride salt-cooled reactors with potential colocation applications, and Last Energy is pitching […]

Nuclear + Data Centers: A Convergence Trend

Aalo’s announcement adds to a growing list of nuclear startups that explicitly reference data centers as their first commercial market. Oklo has positioned its Aurora powerhouse as a plug-in solution for AI campuses, Kairos is developing fluoride salt-cooled reactors with potential colocation applications, and Last Energy is pitching its compact 20 MW units for industrial and IT workloads.

Hyperscalers are also signaling interest in firm, carbon-free nuclear. Google has backed advanced nuclear at TVA’s Clinch River, Microsoft signed a 20-year offtake deal with Helion for fusion, and Amazon has explored options for long-duration nuclear and hydrogen power. Each of these moves reflects the same reality: AI-scale power demand is colliding with clean energy commitments, and nuclear is increasingly viewed as a credible path forward.

Against this backdrop, Aalo’s XMR strategy — factory-built modules, simplified siting, and direct adjacency to compute campuses — positions it as part of a portfolio of experimental approaches. The next three years will be pivotal in showing whether these concepts can advance beyond demonstration to commercial deployment.

Regulatory Pathways and Challenges

The U.S. Department of Energy has accelerated advanced reactor testing at Idaho National Lab through its Reactor Pilot Program and NRIC initiatives. These test beds allow projects like Aalo-X, Oklo Aurora, and MARVEL to move quickly from design to hardware, bypassing some of the lengthy steps of traditional NRC licensing.

However, there remains a sharp distinction between DOE demonstration projects and true commercial operation. While the DOE can authorize on-site testing, selling power into the grid — or even into an adjacent commercial data center — still requires NRC approval. Industry observers note the tension between data center timetables, which measure deployments in months, and nuclear licensing cycles, which span years.

Aalo is betting that its modular design, coupled with DOE partnerships, can shrink the licensing gap. But for now, the central question remains: can nuclear speed up enough to match the urgency of AI power demand?

Economics of Modular Nuclear for AI Power

At the heart of Aalo’s pitch is the idea that modular manufacturing can bring nuclear closer to the cost, speed, and scalability that data center operators expect. Factory-built components, shipped in containerized form and assembled on-site, promise reduced construction risk, faster timelines, and a 90% reduction in building materials compared to traditional reactor containment.

The 50 MW Aalo Pod is designed as a “sweet spot” between microreactors (

The open question is price. Nuclear traditionally carries high upfront capital costs even when fuel costs are low. For hyperscalers, the benchmark is whether modular reactors can deliver electricity at or below the cost of firmed renewables or natural gas turbines. Until demonstration plants move into regular operation, economics will remain a critical uncertainty.

Data Center Implications of Behind-the-Meter Nuclear

If successful, Aalo’s model could reshape how data centers evaluate new sites. Historically, hyperscalers and colocation providers have clustered around strong transmission capacity, cheap land, and access to renewables. Aalo’s vision of colocating 50 MW pods next to compute campuses suggests a new blueprint: build where you can host a reactor.

Behind-the-meter nuclear would give operators control over carbon-free, always-available power while reducing dependence on congested regional grids. It would also insulate campuses from rising interconnection delays, which can stretch to five years or more in some U.S. regions.

If Aalo’s July 2027 target for its experimental data center proves viable, it could serve as a template for an “AI campus + reactor pod” model. Such designs could become attractive for remote or power-constrained geographies — provided regulators, communities, and investors are willing to buy in.

Industry Voices: Support and Skepticism

Reactions to nuclear colocation range from enthusiastic to cautious. Data center real estate experts at firms like JLL and CBRE note the appeal of unlocking stranded land with no grid connection but warn of the long timelines and public scrutiny that accompany any nuclear project.

Nuclear engineers highlight sodium-cooled fast reactors’ proven history in experimental settings but caution that scaling them for commercial use is uncharted territory. Advocates point to Aalo’s simplified design and modular construction as ways to overcome historical barriers, while skeptics stress that fuel supply, waste management, and emergency planning remain unresolved.

For policymakers and communities, nuclear power still carries cultural and political baggage. While hyperscalers are often eager to sign clean energy deals, convincing local communities to host reactors next to AI campuses may be the harder test.

The Big Picture: Toward 2030 AI Infrastructure

The timeline is tight. Aalo’s target of July 2026 for reactor criticality and July 2027 for a colocated data center aligns with a wave of other demonstrations — Oklo’s Aurora, the DoD’s Project Pele, and DOE’s MARVEL reactor among them. By 2028–2030, many forecasts suggest AI demand will exceed the availability of carbon-free power in multiple U.S. regions.

This creates a convergence: advanced nuclear startups will be moving from demonstration to commercialization at the same moment hyperscalers are scrambling for new sources of firm, clean electricity. Whether Aalo’s XMR pods and similar projects can scale fast enough will determine if nuclear becomes a mainstream option for AI campuses or remains a boutique solution.

The stakes are clear. It seems that the next five years will reveal whether nuclear’s long-promised renaissance finally intersects with the data center industry’s most urgent challenge.

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Cisco’s Splunk embeds agentic AI into security and observability products

AI-powered observability enhancements Cisco also announced it has updated Splunk Observability to use Cisco AgenticOps, which deploys AI agents to automate telemetry collection, detect issues, identify root causes, and apply fixes. The agentic AI updates help enterprise customers automate incident detection, root-cause analysis, and routine fixes. “We are making sure

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Broadcom touts AI-native VMware, but gains aren’t revolutionary

“We have the relationships,” Umesh Mahajan, Broadcom’s general manager for application networking and security, told Network World. A large organization can’t simply stop using VMware, he says. “These workloads can’t disappear overnight. So, we will continue to have those relationships.” In addition, VMware’s technology is proprietary, complicated, and not something

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Baker Hughes Signs Equipment Contract with Geothermal Developer Fervo

Baker Hughes said it was awarded a contract by geothermal energy firm Fervo Energy Company to design and deliver equipment for five Organic Rankine Cycle (ORC) power plants at Fervo’s Cape Station power generation project near Milford, Utah. Once operational, the five Cape Phase II ORC plants will generate approximately 300 megawatts (MW) of power to the grid, which is the equivalent of powering about 180,000 homes, Baker Hughes said in a news release. Financial terms of the contract were not disclosed. The engineering and equipment scope for the project includes design and delivery of equipment for five 60-MW-electric ORC units, including the engineering, manufacturing, and supply of turboexpanders and the BRUSH Power Generation generator, according to the release. The order, to be booked under the Industrial & Energy Technology segment of Baker Hughes, follows previous awards from Fervo Energy for subsurface drilling and production technologies from the company’s Oilfield Services & Equipment business, the release said. Baker Hughes said its equipment is designed to operate with Fervo’s Enhanced Geothermal Systems (EGS), “resulting in a fully integrated power plant that drives scalability in sustainable baseload power generation”. The award is for Fervo-exclusive surface power generation equipment leveraging Baker Hughes’ geothermal solutions portfolio, which covers subsurface and production technology as well as power generation solutions, the company said. “Baker Hughes’ expertise and technology are ideal complements to the ongoing progress at Cape Station, which has been under construction and successfully meeting project milestones for almost two years,” Fervo Energy co-founder and CEO Tim Latimer said. “Fervo designed Cape Station to be a flagship development that’s scalable, repeatable, and a proof point that geothermal is ready to become a major source of reliable, carbon-free power in the U.S.” “Geothermal power is one of several renewable energy sources expanding globally and proving to

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OEUK Reveals Awards Finalists

In a release sent to Rigzone this week, industry body Offshore Energies UK (OEUK) revealed the finalists for the latest iteration of its annual awards. The finalists will now go on to be judged by an expert panel of industry leaders, OEUK noted in the release. Winners will be announced at a ceremony on November 20 at P&J Live in Aberdeen, Scotland, OEUK highlighted. “The UK’s offshore energy sector is preparing to celebrate its brightest stars,” OEUK said in the release. “From outstanding individuals to pioneering businesses, the shortlist showcases the talent, innovation, and dedication driving the UK’s offshore energy future,” the organization added.   In the release, OEUK CEO David Whitehouse said the industry body “had a record number of nominations this year”, which he described as “a powerful reminder that ours is a sector built on excellence and driven by exceptional people”.  “The OEUK awards celebrate more than achievement, they celebrate the spirit of an industry that powers the nation and is shaping a homegrown, more secure energy future,” Whitehouse noted in the release. “Our finalists reflect the very best of the UK sector – people and companies whose vision, creativity, and determination are lighting the path through the energy transition. Their work is not only keeping the lights on today but also building the foundations for generations to come,” he added. “These awards are our chance to honor that passion and ingenuity, and to show the world the extraordinary talent we have right here in the UK,” Whitehouse went on to state. The full list of finalists can be seen below: Apprentice of the Year Callum Duncan, Peterson Energy Logistics  Liam Godsman, Katoni Engineering  Logan Murray, Interwell  Mark Voke, bp  Early Career Professional of the Year Dr Callan Noble, Fennex  Daniel Gibson, DNV  Luke Donnelly, Able UK Limited  Ruth Cadger, SLB  Innovative Supply Chain Company of the Year (SME)  Able UK Limited  Apollo  Fennex  Onboard Tracker  Innovative

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Turkey Taps Energy Majors for LNG

Turkey clinched a flurry of liquefied natural gas contracts at a major industry conference this week, helping to support its foreign trading ambitions and cut its reliance on longstanding suppliers Russia and Iran. State-run gas company Botas signed eight agreements with energy majors from across the globe at the Gastech conference in Milan, giving it access to around 6 billion cubic meters of additional liquefied natural gas a year. That’s almost half its imports of the fuel in 2024. The new supply means that within two days, Turkey has more than met the additional demand that the government anticipates between now and 2030. It also makes the country the most active dealmaker at the conference, underscoring its efforts to diversify suppliers just as older contracts run out. “These short-term deals could help assuage a potentially tight supply in the short run as it remains unclear whether some Russian pipeline gas deals will get renewed,” said BloombergNEF analyst Olympe Mattei.  Key terms like duration and annual volume were missing from some of the announcements, but they were mostly three-year deals starting in 2026. With Turkey’s own production from the Black Sea set to grow, the longstanding importer may end up having more gas than it needs based on the current supply mix. To balance it, Ankara could cut back spot LNG purchases or negotiate lower volumes on long-term pipeline contracts with legacy suppliers Russia and Iran, both of which are set to expire in the next year.  Another option is to resell some of the excess on foreign markets, expanding its trading portfolio as Botas tries to grow beyond its traditional role as the state importer. The company is seeking to buy or charter LNG vessels and open a Swiss office to back its trading push, Bloomberg reported previously. It’s not

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McDermott Bags Block H Expansion Project Job offshore Malaysia

McDermott International Ltd., a provider of engineering and construction solutions, has secured a large offshore subsea contract from PTTEP Sabah Oil Ltd. (PTTEP) for the expansion project of the Block H gas field. This project is situated offshore Sabah in East Malaysia and includes the Alum, Bemban, and Permai deepwater fields, McDermott said in a media release. While it kept the financial details undisclosed, it values large contracts between $50 million and $250 million. McDermott said it will deliver engineering, procurement, construction, and installation (EPCI) services for a carbon steel pipeline, along with the transportation and installation of key subsea umbilicals, risers, and flowlines (SURF) components. The infrastructure is part of a larger system designed to facilitate the delivery of additional feed gas to the Petronas Floating Liquefied Natural Gas Dua (PFLNG DUA) facility, which has been producing gas from the Rotan and Buluh fields in Block H since 2021, McDermott said. Mahesh Swaminathan, McDermott’s Senior Vice President of Subsea and Floating Facilities, said, “Leveraging our proven subsea engineering and marine construction capabilities, we are well-positioned to build on our strong track record of successful project execution for PTTEP”. “The expansion of Block H represents a pivotal development in Malaysia’s energy landscape, and our work on this project further reinforces McDermott’s strategic presence, anchored by our Kuala Lumpur office – our hub for global deepwater project delivery”, Swaminathan added. Engineering and project management will be led by McDermott’s subsea and floating facilities team in Kuala Lumpur, while offshore installation will leverage the company’s versatile marine construction fleet, it said. Block H is managed by PTTEP on behalf of its partners Petronas Carigali and PT Pertamina Malaysia Exploration Production, McDermott said. To contact the author, email [email protected] What do you think? We’d love to hear from you, join the conversation on the

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Santos Secures Preliminary Deal for Narrabri Gas Purchase by Orica

Santos Ltd said Thursday it had signed a non-binding memorandum of understanding (MoU) with Orica Ltd for the 10-year supply of natural gas from Santos’ Narrabri project to the mining solutions provider’s manufacturing network on Australia’s east coast. The Australian companies agreed to negotiate for up to 15 petajoules a year from the coal seam gas project in New South Wales. “Santos and Orica will also explore decarbonization activities through Santos’ third-party carbon management business”, Santos said in a statement on its website. Santos managing director and chief executive Kevin Gallagher commented, “There is overwhelming demand for Narrabri gas and Santos is looking to execute foundation contracts as soon as possible to support development once regulatory and native title processes are concluded”. “Narrabri gas will be a very competitive source of domestic gas supply for the east coast market”, Gallagher added. Santos has said 100 percent of production from Narrabri would flow to the domestic market. It expects the project to supply up to half of New South Wales’ gas needs. The company plans to gradually develop 850 wells. Narrabri appraisal wells already supply the Wilga Park power station, which generates electricity for the northwest New South Wales grid, according to Santos. Last month Santos said it had signed a non-binding MoU to supply ENGIE SA up to 20 petajoules per year for 10 years from the Narrabri project. French utility ENGIE committed 100 percent of the purchase to Australia, according to Santos. Santos has yet to make a FID (final investment decision) on the Narrabri project. “Delays to bringing Narrabri gas to market have occurred as a result of a number of factors including government moratoriums, independent scientific reviews, delayed and lengthy approvals, legal appeals and native title processes”, Gallagher said in a statement August 4 announcing the MoU with

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BP Inks MoU to Drill 5 Gas Wells offshore Egypt

BP PLC has signed a memorandum of understanding (MoU) to study opportunities for a five-well drilling program targeting natural gas offshore Egypt in the Mediterranean Sea. The British energy giant expects to start the campaign next year, eyeing waters 300-1,500 meters (984.25-4,921.26 feet) deep, it said in a statement on its website. In the event of discovery, BP plans to use existing production facilities in the multi-field West Nile Delta gas development, which BP operates with a 82.75 percent stake. “This memorandum represents a strategic step in our investments in Egypt’s energy sector during this decade, enabling us to develop additional gas resources in the West Nile Delta and bring them onstream as quickly as possible to meet the needs of the local market”, commented Nader Zaki, BP president for the Middle East and North Africa. The MoU was signed during the visit to BP’s London headquarters by an Egyptian delegation that included Egypt’s Petroleum and Mineral Resources Minister Karim Badawi, BP said. BP said it had made two discoveries in Egypt, out of 10 across its global portfolio, in the first half of 2025. Both discoveries are in the West Nile Delta area. In March it announced the El Fayoum-5 gas discovery in the North Alexandria offshore block. The well yielded four prospective Messinian gas reservoirs with a total sand thickness of 50 meters at a measured depth of about 2,900 meters, BP said in a press release March 6. “Plans are underway to tie back the discovery to BP’s operated West Nile Delta Gas Development”, the announcement said. In February BP announced the El King-2 discovery in the North King Mariout offshore concession. The well showed two prospective Messinian reservoirs at a measured depth of around 2,400 meters, BP said February 6. It also plans to develop the discovery using existing West Nile Delta infrastructure. On February

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Data Center Jobs: Engineering, Construction, Commissioning, Sales, Field Service and Facility Tech Jobs Available in Major Data Center Hotspots

Each month Data Center Frontier, in partnership with Pkaza, posts some of the hottest data center career opportunities in the market. Here’s a look at some of the latest data center jobs posted on the Data Center Frontier jobs board, powered by Pkaza Critical Facilities Recruiting. Looking for Data Center Candidates? Check out Pkaza’s Active Candidate / Featured Candidate Hotlist (and coming soon free Data Center Intern listing). Data Center Critical Facility Manager Impact, TX There position is also available in: Cheyenne, WY; Ashburn, VA or Manassas, VA. This opportunity is working directly with a leading mission-critical data center developer / wholesaler / colo provider. This firm provides data center solutions custom-fit to the requirements of their client’s mission-critical operational facilities. They provide reliability of mission-critical facilities for many of the world’s largest organizations (enterprise and hyperscale customers). This career-growth minded opportunity offers exciting projects with leading-edge technology and innovation as well as competitive salaries and benefits. Electrical Commissioning Engineer New Albany, OH This traveling position is also available in: Richmond, VA; Ashburn, VA; Charlotte, NC; Atlanta, GA; Hampton, GA; Fayetteville, GA; Cedar Rapids, IA; Phoenix, AZ; Dallas, TX or Chicago, IL. *** ALSO looking for a LEAD EE and ME CxA Agents and CxA PMs. *** Our client is an engineering design and commissioning company that has a national footprint and specializes in MEP critical facilities design. They provide design, commissioning, consulting and management expertise in the critical facilities space. They have a mindset to provide reliability, energy efficiency, sustainable design and LEED expertise when providing these consulting services for enterprise, colocation and hyperscale companies. This career-growth minded opportunity offers exciting projects with leading-edge technology and innovation as well as competitive salaries and benefits.  Data Center Engineering Design ManagerAshburn, VA This opportunity is working directly with a leading mission-critical data center developer /

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Modernizing Legacy Data Centers for the AI Revolution with Schneider Electric’s Steven Carlini

As artificial intelligence workloads drive unprecedented compute density, the U.S. data center industry faces a formidable challenge: modernizing aging facilities that were never designed to support today’s high-density AI servers. In a recent Data Center Frontier podcast, Steven Carlini, Vice President of Innovation and Data Centers at Schneider Electric, shared his insights on how operators are confronting these transformative pressures. “Many of these data centers were built with the expectation they would go through three, four, five IT refresh cycles,” Carlini explains. “Back then, growth in rack density was moderate. Facilities were designed for 10, 12 kilowatts per rack. Now with systems like Nvidia’s Blackwell, we’re seeing 132 kilowatts per rack, and each rack can weigh 5,000 pounds.” The implications are seismic. Legacy racks, floor layouts, power distribution systems, and cooling infrastructure were simply not engineered for such extreme densities. “With densification, a lot of the power distribution, cooling systems, even the rack systems — the new servers don’t fit in those racks. You need more room behind the racks for power and cooling. Almost everything needs to be changed,” Carlini notes. For operators, the first questions are inevitably about power availability. At 132 kilowatts per rack, even a single cluster can challenge the limits of older infrastructure. Many facilities are conducting rigorous evaluations to decide whether retrofitting is feasible or whether building new sites is the more practical solution. Carlini adds, “You may have transformers spaced every hundred yards, twenty of them. Now, one larger transformer can replace that footprint, and power distribution units feed busways that supply each accelerated compute rack. The scale and complexity are unlike anything we’ve seen before.” Safety considerations also intensify with these densifications. “At 132 kilowatts, maintenance is still feasible,” Carlini says, “but as voltages rise, data centers are moving toward environments where

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Google Backs Advanced Nuclear at TVA’s Clinch River as ORNL Pushes Quantum Frontiers

Inside the Hermes Reactor Design Kairos Power’s Hermes reactor is based on its KP-FHR architecture — short for fluoride salt–cooled, high-temperature reactor. Unlike conventional water-cooled reactors, Hermes uses a molten salt mixture called FLiBe (lithium fluoride and beryllium fluoride) as a coolant. Because FLiBe operates at atmospheric pressure, the design eliminates the risk of high-pressure ruptures and allows for inherently safer operation. Fuel for Hermes comes in the form of TRISO particles rather than traditional enriched uranium fuel rods. Each TRISO particle is encapsulated within ceramic layers that function like miniature containment vessels. These particles can withstand temperatures above 1,600 °C — far beyond the reactor’s normal operating range of about 700 °C. In combination with the salt coolant, Hermes achieves outlet temperatures between 650–750 °C, enabling efficient power generation and potential industrial applications such as hydrogen production. Because the salt coolant is chemically stable and requires no pressurization, the reactor can shut down and dissipate heat passively, without external power or operator intervention. This passive safety profile differentiates Hermes from traditional light-water reactors and reflects the Generation IV industry focus on safer, modular designs. From Hermes-1 to Hermes-2: Iterative Nuclear Development The first step in Kairos’ roadmap is Hermes-1, a 35 MW thermal demonstration reactor now under construction at TVA’s Clinch River site under a 2023 NRC license. Hermes-1 is not designed to generate electricity but will validate reactor physics, fuel handling, licensing strategies, and construction techniques. Building on that experience, Hermes-2 will be a 50 MW electric reactor connected to TVA’s grid, with operations targeted for 2030. Under the agreement, TVA will purchase electricity from Hermes-2 and supply it to Google’s data centers in Tennessee and Alabama. Kairos describes its development philosophy as “iterative,” scaling incrementally rather than attempting to deploy large fleets of units at once. By

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NVIDIA Forecasts $3–$4 Trillion AI Market, Driving Next Wave of Infrastructure

Whenever behemoth chipmaker NVIDIA announces its quarterly earnings, those results can have a massive influence on the stock market and its position as a key indicator for the AI industry. After all, NVIDIA is the most valuable publicly traded company in the world, valued at $4.24 trillion—ahead of Microsoft ($3.74 trillion), Apple ($3.41 trillion), Alphabet, the parent company of Google ($2.57 trillion), and Amazon ($2.44 trillion). Due to its explosive growth in recent years, a single NVIDIA earnings report can move the entire market. So, when NVIDIA leaders announced during their August 27 earnings call that Q2 2026 sales surged 56% to $46.74 billion, it was a record-setting performance for the company—and investors took notice. Executive VP & CFO Colette M. Kress said the revenue exceeded leadership’s outlook as the company grew sequentially across all market platforms. She outlined a path toward substantial growth driven by AI infrastructure. Foreseeing significant long-term growth opportunities in agentic AI and considering the scale of opportunity, CEO Jensen Huang said, “Over the next 5 years, we’re going to scale into it with Blackwell [architecture for GenAI], with Rubin [successor to Blackwell], and follow-ons to scale into effectively a $3 trillion to $4 trillion AI infrastructure opportunity.” The chipmaker’s Q2 2026 earnings fell short of Wall Street’s lofty expectations, but they did demonstrate that its sales are still rising faster than those of most other tech companies. NVIDIA is expected to post revenue growth of at least 42% over the next four quarters, compared with an average of about 10% for firms in the technology-heavy Nasdaq 100 Index, according to data compiled by Bloomberg Intelligence. On August 29, two days after announcing their earnings, NVIDIA stocks slid 3% and other chip stocks also declined. This came amid a broader sell-off after server-maker Dell, a customer of those chipmakers,

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Cologix and Lambda Debut NVIDIA HGX B200 AI Clusters in Columbus, Ohio

In our latest episode of the Data Center Frontier Show, we explore how powerhouse AI infrastructure is moving inland—anchored by the first NVIDIA HGX B200 cluster deployment in Columbus, Ohio. Cologix, Lambda, and Supermicro have partnered on the project, which combines Lambda’s 1-Click Clusters™, Supermicro’s energy-efficient hardware, and Cologix’s carrier-dense Scalelogix℠ COL4 facility. It’s a milestone that speaks to the rapid decentralization of AI workloads and the emergence of the Midwest as a serious player in the AI economy. Joining me for the conversation were Bill Bentley, VP Hyperscale and Cloud Sales at Cologix, and Ken Patchett, VP Data Center Infrastructure at Lambda. Why Columbus, Why Now? Asked about the significance of launching in Columbus, Patchett framed the move in terms of the coming era of “superintelligence.” “The shift to superintelligence is happening now—systems that can reason, adapt, and accelerate human progress,” Patchett said. “That requires an entirely new type of infrastructure, which means capital, vision, and the right partners. Columbus with Cologix made sense because beyond being centrally located, they’re highly connected, cost-efficient, and built to scale. We’re not chasing trends. We’re laying the groundwork for a future where intelligence infrastructure is as ubiquitous as electricity.” Bentley pointed to the city’s underlying strengths in connectivity, incentives, and utility economics. “Columbus is uniquely situated at the intersection of long-haul fiber,” Bentley said. “You’ve got state tax incentives, low-cost utilities, and a growing concentration of hyperscalers and local enterprises. The ecosystem is ripe for growth. It’s a natural geography for AI workloads that need geographic diversity without sacrificing performance.” Shifting—or Expanding—the Map for AI The guests agreed that deployments like this don’t represent a wholesale shift away from coastal hyperscale markets, but rather the expansion of AI’s footprint across multiple geographies. “I like to think of Lambda as an AI hyperscaler,”

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Aalo Atomics Breaks Ground on XMR Reactor, Eyes AI Data Center Integration at INL

Nuclear + Data Centers: A Convergence Trend Aalo’s announcement adds to a growing list of nuclear startups that explicitly reference data centers as their first commercial market. Oklo has positioned its Aurora powerhouse as a plug-in solution for AI campuses, Kairos is developing fluoride salt-cooled reactors with potential colocation applications, and Last Energy is pitching its compact 20 MW units for industrial and IT workloads. Hyperscalers are also signaling interest in firm, carbon-free nuclear. Google has backed advanced nuclear at TVA’s Clinch River, Microsoft signed a 20-year offtake deal with Helion for fusion, and Amazon has explored options for long-duration nuclear and hydrogen power. Each of these moves reflects the same reality: AI-scale power demand is colliding with clean energy commitments, and nuclear is increasingly viewed as a credible path forward. Against this backdrop, Aalo’s XMR strategy — factory-built modules, simplified siting, and direct adjacency to compute campuses — positions it as part of a portfolio of experimental approaches. The next three years will be pivotal in showing whether these concepts can advance beyond demonstration to commercial deployment. Regulatory Pathways and Challenges The U.S. Department of Energy has accelerated advanced reactor testing at Idaho National Lab through its Reactor Pilot Program and NRIC initiatives. These test beds allow projects like Aalo-X, Oklo Aurora, and MARVEL to move quickly from design to hardware, bypassing some of the lengthy steps of traditional NRC licensing. However, there remains a sharp distinction between DOE demonstration projects and true commercial operation. While the DOE can authorize on-site testing, selling power into the grid — or even into an adjacent commercial data center — still requires NRC approval. Industry observers note the tension between data center timetables, which measure deployments in months, and nuclear licensing cycles, which span years. Aalo is betting that its modular design,

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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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