Stay Ahead, Stay ONMINE

Podcast: Phill Lawson-Shanks, Chief Innovation Officer, Aligned Data Centers

In the latest episode of the Data Center Frontier Show podcast, DCF Editor-in-Chief Matt Vincent sits down with Phill Lawson-Shanks, Chief Innovation Officer at Aligned Data Centers, for a wide-ranging discussion that touches on some of the most pressing trends and challenges shaping the future of the data center industry. From the role of nuclear […]

In the latest episode of the Data Center Frontier Show podcast, DCF Editor-in-Chief Matt Vincent sits down with Phill Lawson-Shanks, Chief Innovation Officer at Aligned Data Centers, for a wide-ranging discussion that touches on some of the most pressing trends and challenges shaping the future of the data center industry.

From the role of nuclear energy and natural gas in addressing the sector’s growing power demands, to the rapid expansion of Aligned’s operations in Latin America (LATAM), in the course of the podcast Lawson-Shanks provides deep insight into where the industry is headed.

Scaling Sustainability: Tracking Embodied Carbon and Scope 3 Emissions

A key focus of the conversation is sustainability, where Aligned continues to push boundaries in carbon tracking and energy efficiency. Lawson-Shanks highlights the company’s commitment to monitoring embodied carbon—an effort that began four years ago and has since positioned Aligned as an industry leader.

“We co-authored and helped found the Climate Accord with iMasons—taking sustainability to a whole new level,” he notes, emphasizing how Aligned is now extending its carbon traceability standards to ODATA’s facilities in LATAM. By implementing lifecycle assessments (LCAs) and tracking Scope 3 emissions, Aligned aims to provide clients with a detailed breakdown of their environmental impact.

“The North American market is still behind in lifecycle assessments and environmental product declarations. Where gaps exist, we look for adjacencies and highlight them—helping move the industry forward,” Lawson-Shanks explains.

The Nuclear Moment: A Game-Changer for Data Center Power

One of the most compelling segments of the discussion revolves around the growing interest in nuclear energy—particularly small modular reactors (SMRs) and microreactors—as a viable long-term power solution for data centers. Lawson-Shanks describes the recent industry buzz surrounding Oklo’s announcement of a 12-gigawatt deployment with Switch as a significant milestone, calling the move “inevitable.”

“There are dozens of nuclear plants operating in the U.S. today, but people just don’t pay much attention to them,” he says. “Companies like Oklo are designing advanced modular reactors that are walk-away safe, reuse spent fuel, and eliminate the risks associated with traditional light-water reactors. This is the path forward.”

However, he acknowledges that the widespread adoption of nuclear will take time, given the regulatory hurdles of the Nuclear Regulatory Commission (NRC) and the challenges of getting sites certified. Still, he remains optimistic: “We need this, and as an industry, we’re pre-buying energy because we see the challenges ahead.”

Bridging the Energy Gap with Natural Gas and Hydrogen

While nuclear is a long-term solution, data centers need reliable power sources today. Lawson-Shanks sees natural gas as a practical interim solution, provided emissions can be mitigated. He also points to hydrogen as an emerging technology with potential, though challenges remain.

“Hydrogen is really an energy transportation methodology rather than an energy source,” he explains. “It’s highly corrosive, and the infrastructure isn’t fully in place yet, but it’s something we’re closely monitoring.”

He predicts that natural gas reciprocating engines will serve as a bridge solution until nuclear modules become widely available. “Once we reach steady-state nuclear power, those gas engines could replace diesel generators, which we all want to phase out,” he says.

Explosive Growth in LATAM and the Evolution of Aligned’s Global Strategy

The conversation also covers Aligned’s expansion into Latin America following its acquisition of ODATA. Lawson-Shanks describes the region as a booming market, particularly in Brazil, where Aligned has access to renewable energy through its investment in wind farms.

“LATAM is an enormous growth market, and our waterless cooling system is ideal for places like Santiago, where water scarcity makes evaporative cooling unfeasible,” he explains.

Aligned is integrating its advanced cooling technologies—such as Delta³ and DeltaFlow—into ODATA’s new facilities, ensuring that sustainability remains a core component of their LATAM operations.

Innovating Beyond Cooling: The Future of Heat Reuse

Another forward-looking topic is Aligned’s interest in heat reuse, an area where Lawson-Shanks sees significant potential for innovation. Through its partnership with QScale in Canada, Aligned is exploring methods to capture and repurpose waste heat from data centers for other applications.

“Their heat reuse strategy is really interesting, and we’re looking at how we can implement similar solutions in North America,” he says, hinting at future developments to come.

Looking Ahead: A Future Shaped by Innovation and Sustainability

As the conversation wraps up, it’s clear that Lawson-Shanks sees the data center industry at an inflection point. The combination of sustainability commitments, new energy technologies, and rapid global expansion is forcing companies to rethink traditional models and embrace innovation at an unprecedented scale.

“We’ve always fought against the idea that data centers have to be built the same way they were in the 1970s,” he says. “We’re constantly redesigning, rethinking how we procure energy, and pushing the industry forward.”

With Aligned continuing to lead the charge in sustainability, energy innovation, and international expansion, the insights shared in this episode offer a compelling look at the challenges and opportunities ahead for the data center industry.

Here’s a timeline of the podcast’s key moments:

  • After introductions, exciting news about Lawson-Shanks and Aligned joining the 2025 DCF Trends Summit Editorial Advisory Board is shared. 0:02
  • Lawson-Shanks discusses the industry’s sustainability focus. The impact of ChatGPT on market dynamics is highlighted. 2:21
  • The rapid growth of cloud deployment is highlighted. Challenges in supply chain management due to factory shutdowns are discussed. 3:26
  • The emergence of agentic AI systems is brought up. The importance of proximity to cloud instances for effective data processing is emphasized. 4:49
  • A potential edge boom in 2025 is speculated upon. The construction of facilities for AI inference aligned with cloud interests is questioned. 7:06
  • Lawson-Shanks explains how a significant land grab for data center space has occurred. He describes how existing data centers are unable to accommodate new high-density paths. 8:20
  • On how the Aligned design architecture includes adaptive data center features. High-density cooling solutions are being implemented with liquid and air. 8:54
  • On how the demand for technology is increasing exponentially, and more space and technology will be required to meet future needs. 11:44
  • An overview of Open Compute Project (OCP) architecture is provided. The architecture includes discrete components for flexibility. 13:22
  • The importance of adhering to OCP standards is emphasized. Such adherence ensures safety and efficiency in data center operations. 14:09
  • A discussion about the critical role of data centers in industrial revolutions is presented. Data centers are described as essential infrastructure for modern technology. 17:14
  • Discussion now centers on the future of nuclear energy. The potential for small modular reactors is highlighted. 18:42
  • The importance of addressing public fears about radiation is emphasized. The benefits of advanced reactor designs are noted. 19:55
  • Concerns about energy transmission infrastructure are raised. The discussion notes that building new transmission lines can take decades. 21:16
  • Natural gas is discussed as a near-green energy source. Mitigation strategies for emissions are mentioned. 22:54
  • Hydrogen’s role as an energy transportation method is explored. The challenges of biofuel supply and infrastructure are highlighted. 23:36
  • Innovative approaches to data center design and energy procurement are emphasized. The importance of adapting to new methodologies is noted. 25:15
  • The need for tracking embodied carbon is highlighted. The discussion reveals how this initiative has been ongoing for four years and has led to significant developments. 27:28
  • The expansion of Aligned’s carbon tracking to ODATA in Latin America is discussed. This includes providing clients with lifecycle assessments and environmental product declarations. 27:53
  • The growth of the market in Latin America, especially in Brazil, is emphasized. The presence of green energy sources, such as wind farms, is noted as a positive factor. 29:24

DCF Show Podcast Quotes from Phill Lawson-Shanks, Chief Innovation Officer, Aligned Data Centers

On Market Demand and the Evolution of Data Centers

  • “Existing data centers in major metros are largely full, and many weren’t designed for the high-density workloads we’re seeing today.”
  • “The industry went through a phase where we were just stamping out the same boxes—buying land, building infrastructure. Now, there are real engineering challenges again, and that’s exciting.”
  • “We’re in an unprecedented time. The use of technology isn’t slowing down—it’s accelerating, and we need more space, more innovation, more infrastructure to support it.”
  • “AI isn’t just a trend—it’s a fundamental shift, and data centers have to evolve to support that scale.”

On Aligned’s Adaptive Data Center Architecture

  • “We designed our adaptive data center architecture so that we can integrate both air and liquid cooling seamlessly.”
  • “Our Delta Cube arrays allow us to do high-density cooling with just air. But for the foreseeable future, we will need both air and liquid cooling.”
  • “Liquid to the chip removes most of the heat—maybe 70-80%—but there are still DIMMs, storage arrays, and network components that require airflow.”
  • “We’re building infrastructure that has to last 20 to 30 years. That means designing for today’s workloads while being adaptable for future technologies.”

On Engineering Challenges and Innovation

  • “We’re designing for everything from 50 megawatts with air to 360 megawatts with liquid cooling, all in a redundant fashion.”
  • “We’re rethinking everything—electrical infrastructure, cooling, heat rejection, and even heat reuse. There are exciting possibilities ahead.”
  • “The reality is, these racks are huge now. They come pre-populated, they’re heavy, and they need to be moved safely. Many older data centers just weren’t designed with that in mind.”

On the Open Compute Project (OCP) and Industry Standards

  • “OCP started with Facebook—now Meta—disaggregating servers into their core components. It’s changed the way hyperscalers build infrastructure.”
  • “We worked closely with OCP to help define and ratify a data center standard for hyperscalers. That means clients know our facilities conform to those specifications from the start.”
  • “Something as simple as ensuring the right door heights, corridor angles, and loading capabilities makes a huge difference when deploying large-scale infrastructure.”

On Industry Leadership and Open Innovation

  • “All boats rise. We lead, but we don’t want to be exclusive—we want to pull the industry forward with us.”
  • “I started at Compaq, and they had a philosophy: Identify gaps in the market, solve them, patent the solution, and then release it to the industry. We take the same approach—innovation that benefits everyone.”
  • “Data centers are the engine of the fourth and now the fifth industrial revolution. They are critical infrastructure for everything we do.”

On the Growing Role of Nuclear Energy in Data Centers

  • “I think it’s inevitable. Absolutely inevitable.”
  • “There are dozens of nuclear plants across the U.S., but people just don’t pay that much attention to them.”
  • “I personally love the advanced modular reactors—Oklo in particular. They reuse spent fuel, they’re walk-away safe, and there’s no pressurization risk.”
  • “You could hug one of these things for a year and receive less radiation than I got flying across the country last night.”
  • “The biggest challenge isn’t generation—it’s transmission. It takes about 12 years to build out the infrastructure to actually pass electrons.”
  • “Some of the high-tension lines going into Virginia now were approved 25 years ago. That’s how long these things take.”
  • “Nuclear is classified as green energy, and all our energy is 100% renewable. This is the future for the whole industry.”

On Natural Gas and the Transition to Cleaner Power

  • “Natural gas isn’t green, but you can mitigate its impact. It’s what we have available to bridge the shortfall until nuclear modules are online.”
  • “We’re looking at natural gas reciprocating engines as a stopgap until we get steady-state, utility-grade nuclear power.”
  • “Eventually, I see those gas engines replacing the diesel generators we have today—because we all want to get away from that.”
  • “Hydrogen is interesting, but it’s really more of an energy transport method than a true energy source. There are still major challenges with its infrastructure and supply.”

On Data Center Innovation and Industry Change

  • “The traditional way of building data centers was designed in the 1970s during the golden age of the mainframe. And for years, everyone just kept doing the same thing.”
  • “At Aligned, we tore up the rulebook. We constantly rethink how we build, design, and procure energy.”
  • “We lead, but we also push the industry forward—we don’t just follow the predefined supply chain that’s existed for decades.”

On Aligned’s Acquisition of ODATA and Expansion in LATAM

  • “We acquired them over a year ago, but they’re very much an Aligned company. We let that amazing team run their business as they need to, while helping them leverage the core competencies that got us to where we are today.”
  • “Their new buildings will be designed around our methodologies—using Delta³ and DeltaFlow where appropriate.”
  • “LATAM is an enormous growth market. Brazil, in particular, is seeing extraordinary expansion, with strong green energy sources from wind farms.”
  • “Chile is still growing, and our waterless cooling system is ideal for Santiago, where water is too scarce to use for evaporative heat rejection.”

On Embodied Carbon and Sustainability Leadership

  • “Four years ago, we saw the need to start tracking embodied carbon. We’ve been doing that ever since, and it’s driven a lot of industry progress.”
  • “We co-authored and helped found the Climate Accord with iMasons—taking sustainability to a whole new level.”
  • “We’re now extending our carbon traceability standards to ODATA in LATAM, tracking second and third life for key components and providing clients with true Scope 3 carbon assessments.”
  • “North America is still behind the rest of the world in creating lifecycle assessments and environmental product declarations. Where gaps exist, we look for adjacencies and highlight them—helping move the industry forward.”

On QScale and Heat Reuse Innovation

  • “Our relationship with QScale in Canada is exciting. They’re focused on high-performance compute and are adopting our design methodologies.”
  • “Their heat reuse strategy is really interesting. We’re exploring ways to capture and repurpose waste heat in North America as well.”
Shape
Shape
Stay Ahead

Explore More Insights

Stay ahead with more perspectives on cutting-edge power, infrastructure, energy,  bitcoin and AI solutions. Explore these articles to uncover strategies and insights shaping the future of industries.

Shape

Arm jumps on the Nvidia NVLink Fusion bandwagon at SC25

“Some partners want to mix different CPUs and accelerate technologies for specialized use cases,” said Dion Harris, senior director, HPC and AI infrastructure solutions at Nvidia. “NVLink Fusion enables hyperscalers and custom ASIC builders to leverage Nvidia’s rack scale architecture to rapidly deploy custom silicon,” Harris said during a media

Read More »

Nvidia touts next-gen quantum computing interconnects

Paired with NVQLink is CUDA-Q, which provides a programming model where quantum processors (QPU), GPUs, and CPUs all work together in the same application. This is necessary because most useful quantum algorithms will rely on traditional computing for tasks like control, optimization, and error correction. The first quantum computing company

Read More »

Oil Slips as Russia Port Reopens

Oil ticked lower as signs that activity had resumed at a key Russian port were countered by wider geopolitical risks to prices. West Texas Intermediate fell 0.3% to settle below $60 a barrel after adding more than 2% on Friday following an attack on Russia’s Novorossiysk facility. Two tankers moored on Sunday at the port, indicating operational activity. The dollar strengthened, making commodities priced in the currency less attractive.  The attack on Novorossiysk by Ukrainian forces, along with Iran’s seizure of an oil tanker near the Strait of Hormuz, injected a fresh geopolitical premium into prices as the market faces pressure from an emerging global surplus.  Traders are also monitoring the Trump Administration’s plans in oil-rich Venezuela. US President Donald Trump said on Monday he is not ruling out sending troops to the South American country and said he is willing to talk to counterpart Nicolas Maduro. Elsewhere, crude oil exports from Sudan were disrupted after a series of attacks hit energy facilities in the country, which serves as a key conduit for crude from landlocked South Sudan. Those risks are countering moves by OPEC+ and producers from outside of the group to ramp up output. The increases leave most traders expecting a significant surplus over the coming months.  “Brent crude oil prices continue to fluctuate in a $60-$70 a-barrel range, with the market focus shifting to how Russian oil exports will evolve over the coming months,” UBS analyst Giovanni Staunovo wrote in a note. “The market appears skeptical that Russia will struggle to export its oil barrels.” Moscow’s oil has begun to trade at a significant discount in recent days as the deadline nears for fresh sanctions on its two major producers to kick in. Prices are at the lowest level in over two-and-a-half years, according to Argus Media

Read More »

Joint Statement by the U.S. and the Baltic Countries Following the 2025 Baltic 3+1 Energy Dialogue

On November 7, the Ministers of Energy for the three Baltic countries of Estonia, Latvia, and Lithuania and the U.S. Secretary of Energy convened for a fifth 3+1 Energy Dialogue in Athens, Greece, on the margins of the Partnership for Transatlantic Energy Cooperation (P-TEC) Ministerial. Estonia’s Minister of Energy and Environment Andres Sutt, Latvia’s Minister for Climate and Energy Kaspars Melnis, Lithuania’s Minister of Energy Žygimantas Vaičiūnas, and U.S. Secretary of Energy Chris Wright reaffirmed their shared commitment to strengthening transatlantic relations and deepening the strategic partnership; increasing the security, resilience and protection of critical energy infrastructure; growing U.S. liquified natural gas (LNG) imports for European independence from Russian energy and to support Ukraine; and enabling innovative nuclear deployment. The ministers also celebrated the success of their joint multi-year effort to desynchronize the Baltic electricity grid from Russia and synchronize with the Continental European network, which was achieved in February of this year.   The Ministers and Secretary discussed ongoing critical energy infrastructure security and resilience concerns acutely affecting the Baltic region, but applicable globally, including: physical security of undersea cables and pipelines and physical and cyber-security of electricity grid infrastructure ranging from the bulk power system to behind-the-meter technologies. The group noted recent exercises conducted by the U.S. Department of Energy and experts at the Pacific Northwest National Laboratory in Riga, Latvia to enhance responsiveness to grid disruptions and pledged to continue cooperation on infrastructure security.   The Ministers and Secretary also noted the importance of the security of energy supply, emphasizing that there can be no national security without energy security. They discussed a shared desire to increase the import of abundant U.S. LNG to the Baltic region and the whole of Europe. They also considered the possibility of transferring imported LNG to Ukraine on the basis of negotiated agreements

Read More »

The quiet revolution in energy: How private innovation is reshaping the grid

Over the past five years, the energy transition has been loud in some places.  We have seen data centers booming, capacity prices climbing, renewables surging and virtual power plants gaining traction. But beneath those headlines, a revolution message has been unfolding, sector by sector, driven not by policy or utilities but by private businesses stepping into roles once reserved for monopolies. Take Caterpillar, for example. Long known for its heavy machinery, the company now offers a Distributed Energy Resource Management System (DERMS) platform, an unexpected pivot that underscores how deeply energy intelligence is being woven into commercial and industrial operations. From retail and manufacturing to real estate and tech, companies are learning that energy is no longer a fixed cost. It’s a controllable variable, one that can be optimized, monetized and aligned with long-term business strategy. Commercial Customers: The Grid’s Unsung Stabilizers At the center of this shift are commercial customers, who are increasingly the steady force in an uncertain grid. Unlike residential users, whose Peak Load Contribution (PLC) is largely uncontrollable and often meaningless for planning or cost-reduction purposes, commercial PLCs can be actively managed. And that’s where the real innovation is happening. Multifamily communities are increasingly operating like commercial customers, and that shift is transforming their role on the grid. By pairing the right supply contracts with DERMS platforms, multifamily developers and operators can now manage usage, flexibility and capacity just like office parks or manufacturing sites have done for years. This isn’t theoretical; it’s already underway. Properties are optimizing load, reducing costs and contributing to grid stability by applying commercial-grade energy intelligence to what was once a passive residential segment. The result: a fast-growing, data-driven force for grid support emerging from the multifamily sector. From Energy Management to Energy Mastery Nationwide Energy Partners (NEP) has seen this

Read More »

Power outages getting longer as extreme weather takes larger toll, report says

Listen to the article 4 min This audio is auto-generated. Please let us know if you have feedback. Dive Brief: Power outages across the United States are getting longer, according to a recent survey by JD Power, which cites “increased frequency and severity of extreme weather events.” The average length of the longest power outage has increased in all regions since 2022, from 8.1 hours to 12.8 by the midpoint of 2025. Customers in the South reported the longest outages, averaging out at 18.2 hours, followed by the West at 12.4 hours, it said.  Mark Spalinger, director of utilities intelligence at J.D. Power, said in an interview that while the duration of outages is increasing, the number of customers experiencing them is not. In fact, over time, the percentage of people who experience “perfect power” without any interruptions is gradually rising. However, disasters like storms and fires “are becoming so much more extreme that it creates these longer outage events that utilities are now having to deal with,” he said.  Dive Insight: Based on a survey, 45% of utility customers nationwide experienced a power outage in the first half of 2025, according to JD Power’s U.S. Electric Utility Residential Customer Satisfaction Study, which the company has been doing for over 20 years.  Of those outages, nearly half were due to extreme weather such as a hurricane, snowstorm, tornado or fire, and 17% of customers who were affected by a natural disaster said it was so severe they had to evacuate their homes. JD Power’s U.S. Electric Utility Residential Customer Satisfaction Study shows power outages getting longer over time.  Permission granted by JD Power Extreme weather isn’t the only problem, however. Spalinger said the subset of customers who experience outages are also reporting more frequent, shorter blackouts.  Part of that could be the rise of

Read More »

NRG aims for 2026 next step in 5.4-GW gas deal with GE Vernova, Kiewit

5.4 GW NRG Energy’s planned capacity pipeline to supply data centers through 2032 under its GE Vernova and Kiewit partnership. +32% NRG Q3 earnings per share, relative to Q3 2024. $152M NRG’s GAAP net income for Q3, compared with a loss of $767 million in Q3 2024.  19 GW The capacity NRG expects to gain from its LS Power portfolio acquisition, set to close in Q1 next year. Big bets on building, acquiring gas NRG Energy expects to announce a data center agreement in 2026 associated with new natural gas development in its partnership with GE Vernova and Kiewit, the company’s CEO, Lawrence Coben, said in a Nov. 6 earnings call. The first step of that joint venture is to start work on four gas projects totaling around 5.4 GW for the ERCOT and PJM markets. During the call, Coben said a data center agreement is set to be announced sometime next year, but he declined to pin down an exact month or quarter for the announcement. “As far as [GE Vernova] goes, in this Kiewit partnership, did you have a certain time frame that you need to move some of this equipment — use it or lose it, if you will?” asked Jefferies analyst Julien Dumoulin-Smith.  Coben said the company hasn’t disclosed a time frame yet, but added, “I’m very confident that we’re going to meet all of the timelines that are required under that agreement.” NRG, GE Vernova and Kiewit plan to have 1.2 GW of combined-cycle gas turbines in service by 2029, another 1.2 GW in service by 2030, and an additional 3 GW brought online from 2030 to 2032. Development activities are in progress across all sites, the company said. NRG is also anticipating the closure of its deal to acquire 19 GW of assets from

Read More »

Trump Backs Bill to Sanction Russia Trade Partners

President Donald Trump said proposed Senate legislation to sanction countries conducting business with Russia would be “okay with me,” his strongest indication yet that he would support a monthslong push to strangle Moscow’s funding. “The Republicans are putting in legislation that is very tough sanctioning, etcetera, on any country doing business with Russia,” Trump told reporters before leaving Florida on Sunday to return to the White House.  Senate Majority Leader John Thune said in October that he was ready to bring legislation long championed by Senator Lindsey Graham of South Carolina that sanctions Russia to a vote, but didn’t “want to commit to a hard deadline.” The bill would allow Trump to impose tariffs of up to 500 percent on imports from countries that buy Russian energy products and are not actively supporting Ukraine. This specifically targets major consumers of Russian energy, such as China and India. “We may add Iran to that,” Trump said Sunday, without elaborating. Democrats and some Republicans in Congress have pushed for legislation to punish Russia for its continued war on Ukraine. Trump had been reluctant to support it as he tried to bring Russian President Vladimir Putin to peace talks with Ukrainian President Volodymyr Zelenskiy.  Putin is showing no sign of letting up in his military campaign after almost four years of war in Ukraine, with Trump failing to sway Putin even after hosting the Russian leader for a summit in Alaska. While Ukraine is increasingly striking Russian oil targets, Russia has intensified its air strikes on Ukraine and is pushing to capture the rail hub of Pokrovsk. What do you think? We’d love to hear from you, join the conversation on the Rigzone Energy Network. The Rigzone Energy Network is a new social experience created for you and all energy professionals to Speak Up about our industry,

Read More »

Nvidia’s first exascale system is the 4th fastest supercomputer in the world

The world’s fourth exascale supercomputer has arrived, pitting Nvidia’s proprietary chip technologies against the x86 systems that have dominated supercomputing for decades. For the 66th edition of the TOP500, El Capitan holds steady at No. 1 while JUPITER Booster becomes the fourth exascale system on the list. The JUPITER Booster supercomputer, installed in Germany, uses Nvidia CPUs and GPUs and delivers a peak performance of exactly 1 exaflop, according to the November TOP500 list of supercomputers, released on Monday. The exaflop measurement is considered a major milestone in pushing computing performance to the limits. Today’s computers are typically measured in gigaflops and teraflops—and an exaflop translates to 1 billion gigaflops. Nvidia’s GPUs dominate AI servers installed in data centers as computing shifts to AI. As part of this shift, AI servers with Nvidia’s ARM-based Grace CPUs are emerging as a high-performance alternative to x86 chips. JUPITER is the fourth-fastest supercomputer in the world, behind three systems with x86 chips from AMD and Intel, according to TOP500. The top three supercomputers on the TOP500 list are in the U.S. and owned by the U.S. Department of Energy. The top two supercomputers—the 1.8-exaflop El Capitan at Lawrence Livermore National Laboratory and the 1.35-exaflop Frontier at Oak Ridge National Laboratory—use AMD CPUs and GPUs. The third-ranked 1.01-exaflop Aurora at Argonne National Laboratory uses Intel CPUs and GPUs. Intel scrapped its GPU roadmap after the release of Aurora and is now restructuring operations. The JUPITER Booster, which was assembled by France-based Eviden, has Nvidia’s GH200 superchip, which links two Nvidia Hopper GPUs with CPUs based on ARM designs. The CPU and GPU are connected via Nvidia’s proprietary NVLink interconnect, which is based on InfiniBand and provides bandwidth of up to 900 gigabytes per second. JUPITER first entered the Top500 list at 793 petaflops, but

Read More »

Samsung’s 60% memory price hike signals higher data center costs for enterprises

Industry-wide price surge driven by AI Samsung is not alone in raising prices. In October, TrendForce reported that Samsung and SK Hynix raised DRAM and NAND flash prices by up to 30% for Q4. Similarly, SK Hynix said during its October earnings call that its HBM, DRAM, and NAND capacity is “essentially sold out” for 2026, with the company posting record quarterly operating profit exceeding $8 billion, driven by surging AI demand. Industry analysts attributed the price increases to manufacturers redirecting production capacity. HBM production for AI accelerators consumes three times the wafer capacity of standard DRAM, according to a TrendForce report, citing remarks from Micron’s Chief Business Officer. After two years of oversupply, memory inventories have dropped to approximately eight weeks from over 30 weeks in early 2023. “The memory industry is tightening faster than expected as AI server demand for HBM, DDR5, and enterprise SSDs far outpaces supply growth,” said Manish Rawat, semiconductor analyst at TechInsights. “Even with new fab capacity coming online, much of it is dedicated to HBM, leaving conventional DRAM and NAND undersupplied. Memory is shifting from a cyclical commodity to a strategic bottleneck where suppliers can confidently enforce price discipline.” This newfound pricing power was evident in Samsung’s approach to contract negotiations. “Samsung’s delayed pricing announcement signals tough behind-the-scenes negotiations, with Samsung ultimately securing the aggressive hike it wanted,” Rawat said. “The move reflects a clear power shift toward chipmakers: inventories are normalized, supply is tight, and AI demand is unavoidable, leaving buyers with little room to negotiate.” Charlie Dai, VP and principal analyst at Forrester, said the 60% increase “signals confidence in sustained AI infrastructure growth and underscores memory’s strategic role as the bottleneck in accelerated computing.” Servers to cost 10-25% more For enterprises building AI infrastructure, these supply dynamics translate directly into

Read More »

Arista, Palo Alto bolster AI data center security

“Based on this inspection, the NGFW creates a comprehensive, application-aware security policy. It then instructs the Arista fabric to enforce that policy at wire speed for all subsequent, similar flows,” Kotamraju wrote. “This ‘inspect-once, enforce-many’ model delivers granular zero trust security without the performance bottlenecks of hairpinning all traffic through a firewall or forcing a costly, disruptive network redesign.” The second capability is a dynamic quarantine feature that enables the Palo Alto NGFWs to identify evasive threats using Cloud-Delivered Security Services (CDSS). “These services, such as Advanced WildFire for zero-day malware and Advanced Threat Prevention for unknown exploits, leverage global threat intelligence to detect and block attacks that traditional security misses,” Kotamraju wrote. The Arista fabric can intelligently offload trusted, high-bandwidth “elephant flows” from the firewall after inspection, freeing it to focus on high-risk traffic. When a threat is detected, the NGFW signals Arista CloudVision, which programs the network switches to automatically quarantine the compromised workload at hardware line-rate, according to Kotamraju: “This immediate response halts the lateral spread of a threat without creating a performance bottleneck or requiring manual intervention.” The third feature is unified policy orchestration, where Palo Alto Networks’ management plane centralizes zone-based and microperimeter policies, and CloudVision MSS responds with the offload and enforcement of Arista switches. “This treats the entire geo-distributed network as a single logical switch, allowing workloads to be migrated freely across cloud networks and security domains,” Srikanta and Barbieri wrote. Lastly, the Arista Validated Design (AVD) data models enable network-as-a-code, integrating with CI/CD pipelines. AVDs can also be generated by Arista’s AVA (Autonomous Virtual Assist) AI agents that incorporate best practices, testing, guardrails, and generated configurations. “Our integration directly resolves this conflict by creating a clean architectural separation that decouples the network fabric from security policy. This allows the NetOps team (managing the Arista

Read More »

AMD outlines ambitious plan for AI-driven data centers

“There are very beefy workloads that you must have that performance for to run the enterprise,” he said. “The Fortune 500 mainstream enterprise customers are now … adopting Epyc faster than anyone. We’ve seen a 3x adoption this year. And what that does is drives back to the on-prem enterprise adoption, so that the hybrid multi-cloud is end-to-end on Epyc.” One of the key focus areas for AMD’s Epyc strategy has been our ecosystem build out. It has almost 180 platforms, from racks to blades to towers to edge devices, and 3,000 solutions in the market on top of those platforms. One of the areas where AMD pushes into the enterprise is what it calls industry or vertical workloads. “These are the workloads that drive the end business. So in semiconductors, that’s telco, it’s the network, and the goal there is to accelerate those workloads and either driving more throughput or drive faster time to market or faster time to results. And we almost double our competition in terms of faster time to results,” said McNamara. And it’s paying off. McNamara noted that over 60% of the Fortune 100 are using AMD, and that’s growing quarterly. “We track that very, very closely,” he said. The other question is are they getting new customer acquisitions, customers with Epyc for the first time? “We’ve doubled that year on year.” AMD didn’t just brag, it laid out a road map for the next two years, and 2026 is going to be a very busy year. That will be the year that new CPUs, both client and server, built on the Zen 6 architecture begin to appear. On the server side, that means the Venice generation of Epyc server processors. Zen 6 processors will be built on 2 nanometer design generated by (you guessed

Read More »

Building the Regional Edge: DartPoints CEO Scott Willis on High-Density AI Workloads in Non-Tier-One Markets

When DartPoints CEO Scott Willis took the stage on “the Distributed Edge” panel at the 2025 Data Center Frontier Trends Summit, his message resonated across a room full of developers, operators, and hyperscale strategists: the future of AI infrastructure will be built far beyond the nation’s tier-one metros. On the latest episode of the Data Center Frontier Show, Willis expands on that thesis, mapping out how DartPoints has positioned itself for a moment when digital infrastructure inevitably becomes more distributed, and why that moment has now arrived. DartPoints’ strategy centers on what Willis calls the “regional edge”—markets in the Midwest, Southeast, and South Central regions that sit outside traditional cloud hubs but are increasingly essential to the evolving AI economy. These are not tower-edge micro-nodes, nor hyperscale mega-campuses. Instead, they are regional data centers designed to serve enterprises with colocation, cloud, hybrid cloud, multi-tenant cloud, DRaaS, and backup workloads, while increasingly accommodating the AI-driven use cases shaping the next phase of digital infrastructure. As inference expands and latency-sensitive applications proliferate, Willis sees the industry’s momentum bending toward the very markets DartPoints has spent years cultivating. Interconnection as Foundation for Regional AI Growth A key part of the company’s differentiation is its interconnection strategy. Every DartPoints facility is built to operate as a deeply interconnected environment, drawing in all available carriers within a market and stitching sites together through a regional fiber fabric. Willis describes fiber as the “nervous system” of the modern data center, and for DartPoints that means creating an interconnection model robust enough to support a mix of enterprise cloud, multi-site disaster recovery, and emerging AI inference workloads. The company is already hosting latency-sensitive deployments in select facilities—particularly inference AI and specialized healthcare applications—and Willis expects such deployments to expand significantly as regional AI architectures become more widely

Read More »

Key takeaways from Cisco Partner Summit

Brian Ortbals, senior vice president from World Wide Technology, which is one of Cisco’s biggest and most important partners stated: “Cisco engaged partners early in the process and took our feedback along the way. We believe now is the right time for these changes as it will enable us to capitalize on the changes in the market.” The reality is, the more successful its more-than-half-a-million partners are, the more successful Cisco will be. Platform approach is coming together When Jeetu Patel took the reigns as chief product officer, one of his goals was to make the Cisco portfolio a “force multiple.” Patel has stated repeatedly that, historically, Cisco acted more as a technology holding company with good products in networking, security, collaboration, data center and other areas. In this case, product breadth was not an advantage, as everything must be sold as “best of breed,” which is a tough ask of the salesforce and partner community. Since then, there have been many examples of the coming together of the portfolio to create products that leverage the breadth of the platform. The latest is the Unified Edge appliance, an all-in-one solution that brings together compute, networking, storage and security. Cisco has been aggressive with AI products in the data center, and Cisco Unified Edge compliments that work with a device designed to bring AI to edge locations. This is ideally suited for retail, manufacturing, healthcare, factories and other industries where it’s more cost effecting and performative to run AI where the data lives.

Read More »

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.

Read More »

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

Read More »

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

Read More »

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

Read More »