Stay Ahead, Stay ONMINE

Scotland’s Mocean Energy targets Australia and US for expansion

Scottish wave energy developer Mocean Energy is targeting international expansion in Australia and the US as it looks to secure its first commercial orders in 2025. Founded in 2015, Edinburgh-headquartered Mocean first launched its prototype Blue X wave energy converter (WEC) for testing off the coast of Orkney in 2021. The Blue X later played […]

Scottish wave energy developer Mocean Energy is targeting international expansion in Australia and the US as it looks to secure its first commercial orders in 2025.

Founded in 2015, Edinburgh-headquartered Mocean first launched its prototype Blue X wave energy converter (WEC) for testing off the coast of Orkney in 2021.

The Blue X later played a key role in the renewables for subsea power (RSP) project, focused on decarbonising power supplies for subsea oil and gas operations. The project involved a subsea battery designed by Aberdeen’s Verlume and North Sea operators including Shell and TotalEnergies.

Since the Blue X returned to shore, Mocean has focused on commercialising its prototype with the launch of the Blue Star model.

Alongside the Blue Star, Mocean is also developing a larger, second-generation WEC known as Blue Horizon, which it hopes to deploy at utility-scale globally.

Speaking to Energy Voice, Mocean Energy co-founder and managing director Cameron McNatt said the company is close to securing its first commercial WEC orders in 2025.

But at the same time, Mocean also has its eyes on further international expansion within offshore oil and gas, as well as other sectors of the so-called ‘blue economy’.

The company recently secured a partnership with German subsea engineering firm SubCtech, and McNatt sees significant opportunities for the firm Down Under.

Mocean Energy’s Australia push

In fact, McNatt said Australia is potentially Mocean’s “biggest focus altogether” due to its significant wave resources and the nature of its offshore oil and gas sector.

“Particularly the west coast and the south coast of Australia have one of the biggest wave resources in the world,” he said.

© Supplied by Mocean Energy
Mocean Energy co-founder and managing director Cameron McNatt

“I think the interest in Australia is so big because there’s a lot of subsea development down there – a lot of the offshore oil and gas [projects] they do are subsea developments.

“They tend to have these long tie-backs [and] very remote locations where they’ve got subsea Christmas trees, and they need to get power to them. And that’s our whole value proposition.”

Getting the relatively small amounts of power required for subsea infrastructure in remote areas is “expensive and carbon intensive” McNatt said, and cable failures are “relatively frequent” due to the local marine conditions.

As a result, Australian operators are taking note of Mocean’s solution, which incorporates wave energy alongside solar, energy storage and a communications link.

As well as decarbonising existing infrastructure, McNatt also sees opportunities as Australian operators invest in new gas and carbon capture and storage (CCS) projects.

“It’s really a market pull as much as anything else,” he said, noting particular interest in Western Australia where much of Australia’s oil and gas is centred.

North Sea contrast and US opportunities

Compared to the North Sea, McNatt said Australia’s oil and gas firms are “more bullish” and willing to invest in decarbonisation, particularly as the country’s Labour government looks to boost natural gas production.

McNatt said he sees plenty of “enthusiasm” and a “different mood” in Australia.

“The offshore oil and gas sector in the UK is facing some challenges, let’s say, but it’s not the case [in Australia],” he said.

“Certainly there’s a regulatory environment in Australia, and there are new requirements for decarbonisation of operations and balancing out production with carbon capture.

“But there’s still a lot of new projects happening.”

Alongside Australia, McNatt said Mocean is also looking at commercial opportunities in the US. The company is also eyeing up “imminent projects” within the oil and gas sector in Norway and Thailand.

Mocean’s Blue Horizon

As Mocean looks to continue developing its Blue Star and Blue Horizon models, the company is also preparing for a series A financing round later this year.

Since 2020, Mocean has raised more than £7.8 million from a mix of equity investments and Wave Energy Scotland, Innovate UK and EU grant funding.

Mocean equity investors include Scottish Enterprise, Equity Gap, the University of Edinburgh, Katapult Ocean and Japanese shipping conglomerate MOL.

McNatt said Mocean already identified some “promising lead investors”, which he hopes “will take the business to the next level”.

Alongside the funding round, Mocean is aiming to achieve another milestone in 2025 as it targets its first commercial hardware sales by the end of the year.

TotalEnergies subsea wave power © Supplied by Mocean Energy
Mocean Energy’s Blue X prototype pictured at EMEC in Orkney.

A longstanding agreement with Dundee fabricators TEXO means the first Blue Star orders will roll off the production line in Scotland, with the aim of delivering projects in 2026.

America a land of opportunity for Mocean

But Mocean is also looking to take advantage of a “substantial” $112.5m (£90m) wave energy funding offer from the US Department of Energy (DOE).

If successful with its application, it would see Mocean establish, build and test a first-of-a-kind demonstrator of its Blue Horizon model in the US.

McNatt said the DOE funding call presents a big opportunity for Mocean, and he urged the UK government to follow Scotland’s lead in supporting wave and tidal firms.

“Scotland’s been very supportive, absolutely instrumental in getting us to the point where we are,” McNatt said.

“But I do think there has been, proportionately, relatively little funding for wave and tidal energy at the UK level.

“Especially compared to the different Horizon Europe programmes that are in the tens of millions for both wave and tidal energy, and then this US DOE funding is a $112m bucket, which is massive for a single funding call.”

Wave energy competition

The DOE funding call is a sign of increasing competition for wave energy projects globally, and McNatt does not expect that to change with the arrival of Donald Trump’s second presidential administration.

“This project, assuming it all goes forward, is a five-year project, so it’ll outlive Trump’s administration,” he said.

“I think a lot of things [in the energy sector] have momentum that span beyond single terms of a president.”

McNatt said the need for wave and tidal energy will “continue to grow” globally, but he called for more innovation funding so that firms like Mocean can “scale up” in the UK.

At a recent Westminster Committee hearing, UK energy secretary Ed Miliband was pressed on what the government is doing to ensure the UK is not “outmanoeuvred by the Scandinavians and the Portuguese” on wave energy.

© Supplied by Mocean Energy
The Blue X wave energy device pictured in 2023 at Kirkwall, Orkney.

Swedish firm CorPower Ocean is developing the 5MW Saoirse wave array project off the west coast of Ireland with Simply Blue Group and ESB.

Despite developing and testing its technology in Scotland at EMEC, CorPower deployed its first pilot in Portugal due to difficulties obtaining EU funding following Brexit.

Meanwhile, Swedish-Israeli firm Eco Wave Power is also set to deploy its first MW scale project in Porto.

With international competition increasing, the UK wave and tidal sector is calling for the Labour government to commit £250m (approximately 3%) of the budget for publicly owned GB Energy to marine energy projects.

Scotland and wave energy

Embedding the marine energy supply chain in the UK will have particular benefits for Scotland, according to McNatt.

He said that, while the many planned offshore wind projects will provide benefits to Scotland’s economy, much of the manufacturing is done elsewhere.

“Sure, there’s a lot of money behind [offshore wind], and the electrons will end up onshore, but [with] wave energy and tidal energy it’s the project and the technology coming from Scotland,” he said.

“You’re getting the manufacturing here, of the actual energy generators.

“And then that technology, if we can develop it here and deliver high-percentage Scottish content projects, we can also export that and export not just machines, but also IP – so Scottish knowhow and businesses that can internationalise and grow globally.”

Mocean has already secured backing from Scottish Enterprise, and McNatt said the company is open to further investment from bodies such as the Scottish National Investment Bank.

And while wave and tidal energy developers cannot yet compete with the more mature offshore wind and solar industries on grid-scale projects, McNatt sees plenty of opportunities in the growing “blue economy”.

He lists offshore aquaculture, power-from-shore for ports, remote island decarbonisation, direct ocean carbon capture and deep-sea research as potential opportunities.

Mocean is already in early-stage discussions with firms such as Captura (which counts Equinor as an investor), SeaO2 and DEEP on potential collaboration, McNatt said.

“I think there are some exciting opportunities and it makes sense to work together early to co-develop solutions,” he said.

But he added that Mocean is being “pragmatic” in its approach and focusing its attention on near-term opportunities in the oil and gas market.

Recommended for you

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

Observability platforms gain AI capabilities

LogicMonitor also announced Oracle Infrastructure (OCI) Monitoring to expand its multi-cloud coverage, provide visibility across AWS, Azure, GCP, and OCI, and offer observability capabilities across several cloud platforms. The company also made its LM Uptime and Dynamic Service Insights capabilities generally available to help enterprise IT organizations find issues sooner

Read More »

Cisco strengthens integrated IT/OT network and security controls

Another significant move that will help IT/OT integration is the planned integration of the management console for Cisco’s Catalyst and Meraki networks. That combination will allow IT and OT teams to see the same dashboard for industrial OT and IT enterprise/campus networks. Cyber Vision will feeds into the dashboard along

Read More »

Liberia Awards First Exploration Leases in Years to TotalEnergies

TotalEnergies SE has signed production sharing contracts (PSCs) for four adjoining exploration blocks spanning about 12,700 square kilometers (4,903.49 square miles) in Liberian waters. LB-6, LB-11, LB-17 and LB-29, awarded under Liberia’s 2024 Direct Negotiation Licensing Round, mark the first upstream hydrocarbon agreements signed by the West African country in over a decade, according to the Liberian Petroleum Regulatory Authority (LPRA). “The work program includes acquiring one firm 3D seismic survey”, the French global energy giant said in a statement on its website. “TotalEnergies is enthusiastic to be part of the resumption of exploration activities in offshore Liberia”, commented Kevin McLachlan, senior vice president for exploration at TotalEnergies. “Entering these blocks aligns with our strategy of diversifying our exploration portfolio in high-potential new oil-prone basins. “These areas hold significant potential for prospects that have the potential for large-scale discoveries that lead to cost-effective, low-emission developments, leveraging the company’s proven expertise in deepwater operations”. The LPRA said in a separate statement online, “The signing of the PSCs represents one of the most important foreign investments in Liberia’s oil and gas sector in more than a decade”. “As one of the world’s largest integrated energy companies, with a proven track record in deepwater exploration across Africa and globally, TotalEnergies’ entry into Liberia signals renewed international confidence in the country’s hydrocarbon potential”, the LPRA added. LPRA director-general Marilyn T. Logan said the contract signing in Paris “stands as a vote of confidence in the reforms we have undertaken to attract responsible operators”. The LPRA added, “The contracts incorporate environmental and social safeguards, transparent revenue management provisions and robust local content requirements, ensuring Liberians benefit directly from sector growth”. Earlier this month TotalEnergies announced new offshore exploration licenses in two other African countries: two in Nigeria and one in the Republic of the Congo. The Nzombo

Read More »

ICYMI: Secretary Wright Advances President Trump’s Energy Dominance Agenda in Europe

Secretary Wright participated in the 2025 GasTech Conference in Milan, met with EU leaders in Brussels, and delivered the U.S. National Statement at the International Atomic Energy Agency’s 69th General Conference in Vienna  WASHINGTON— This week, U.S. Secretary of Energy Chris Wright concluded a 10-day trip across Europe with stops in Milan, Brussels, and Vienna, where he built upon President Trump’s bold energy agenda, strengthened long-term partnerships with European allies, and encouraged nations to join the United States in building a secure and prosperous energy future. The trip highlighted progress made in President Trump’s recent historic trade deal with the EU, which included an agreement from the EU to purchase $750 billion in U.S. energy and invest $600 billion in the United States by 2028.  Watch: Secretary Wright Joins Brian Sullivan for GasTech 2025 Fireside Chat — September 10, 2025  Secretary Wright participated in a keynote fireside chat and press conference with energy officials and natural gas providers at the 2025 GasTech Conference in Milan, Italy. He highlighted President Trump’s commitment to growing gas exports and how U.S. gas strengthens global stability, lowers prices, and provides a reliable alternative to adversarial energy sources. Thanks to President Trump’s reversal of the Biden administration’s reckless pause on LNG exports, the United States has already approved more LNG export capacity than the volume exported by the world’s second-largest LNG supplier.  In Brussels, Belgium, Secretary Wright met with members of the European Parliament and Commission, stressing the benefits of U.S.-E.U. energy partnerships, ending Europe’s reliance on Russian oil and gas, and the need to shift away from policies that lead to more expensive energy and inhibit long-term energy agreements in the EU.  In Vienna, Austria, Secretary Wright delivered the U.S. National Statement at the International Atomic Energy Agency’s (IAEA) 69th General Conference, where he

Read More »

Oil Drops as Trump Says Low Prices Will End RUS-UKR War

Oil edged down in a choppy session after US President Donald Trump implied that he favored low prices over sanctions as a means of pressuring Russia to end its war in Ukraine.  West Texas Intermediate fell 0.7% to trade below $64 a barrel after swinging in a roughly $1 range as Trump reiterated a commitment to low oil prices, limiting investors’ conviction that global efforts to squeeze Russian flows will pan out. Washington has signaled that the US wouldn’t follow through with threats to penalize Moscow’s crude unless Europe also acts.  Futures slid further after Trump told reporters that “if we get oil down, the war ends,” a sign of his preferred strategy to halt the flow of petrodollars that fund Russia’s war effort. He also repeated his calls for countries to stop buying Russian oil.  The commodity also followed fluctuations in US Treasury yields, with the optimism over monetary loosening after Wednesday’s quarter-point reduction in US interest rates tempered by the Fed’s cautious tone.  After the Fed’s cut, “we are back focusing on sanctions and geopolitics versus weak fundamentals,” said Arne Lohmann Rasmussen, chief analyst at A/S Global Risk Management.  Traders have honed in on Russian flows over recent weeks amid intensifying Ukrainian attacks on the country’s energy infrastructure and as the European Union unveils a fresh package of sanctions on Moscow. Two more Russian oil refineries were attacked on Thursday as Ukraine stepped up strikes, and further closures threaten to tighten global oil balances and dent the Kremlin’s war chest.  As a result of the repeated Ukrainian strikes, Russian refining runs have now dropped below 5 million barrels a day, the lowest since April 2022, according to estimates from JPMorgan Chase & Co.  In the US, meanwhile, inventories of distillates — a group of fuels that includes diesel — reached

Read More »

Octopus Energy Plans to Spin Off Technology Arm

Octopus Energy Group Ltd. plans to spin off Kraken Technologies Ltd., a software platform that helps utilities manage the transition to cleaner energy.  Kraken has been key to Octopus Energy’s growth into the UK’s largest electricity supplier, leapfrogging industry incumbents to serve more than 7 million customers in the country. The software allows it to balance out power flows to households as energy-transition technologies like electric vehicles, home batteries, solar panels and heat pumps become more widespread. The software platform is already being licensed to other energy providers such as Electricite de France SA, serving more than 70 million household and business accounts worldwide. Committed annual revenue has increased fourfold to $500 million in just three years and the spinoff will accelerate the expansion, Octopus said in a statement on Thursday. “Kraken is now a globally successful business in its own right,” Chief Executive Officer Amir Orad said in the statement. “Completing our journey to full independence is a strategic and inevitable next step.” Tim Wan has joined Kraken as its chief financial officer, the same role he previously held at US software firm Asana Inc., according to the statement. He was involved in Asana’s US listing in New York in 2020.  Kraken could be valued at as much as $14 billion, Sky News reported in July, citing a person familiar with the matter, who also said the spinoff could be part of plans for Octopus Energy to sell a stake in Kraken to external investors. The demerger and any stake sale could “bring transparency to the value of Kraken,” said Martin Young, founder of consulting firm Aquaicity Ltd. He said that could be a precursor to further sales in the future, and possibly an initial public offering. “Separation offers a cleaner structure and puts to bed the question: ‘Is

Read More »

Ukraine Hits 2 Russian Oil Refineries

Two Russian oil refineries were attacked on Thursday as Ukraine stepped up strikes on its enemy’s energy infrastructure. Gazprom’s Neftekhim Salavat petrochemical facility in the Bashkortostan region was set on fire after being hit by drones, local governor Radiy Khabirov said. The site is more than 1,300 kilometers (800 miles) from territory under Ukraine’s control, making it one of Kyiv’s deepest strikes inside Russian territory. Ukraine’s Special Operations Forces also claimed an attack on Lukoil PJSC’s major Volgograd refinery in the Volga region. As a result of the attack, the facility, which has a capacity of around 300,000 barrels a day, halted operations, Ukraine’s Special Operations Forces said. Bloomberg couldn’t independently verify the claim, and Lukoil didn’t immediately respond to an emailed request for comment.  Since last month, Ukrainian military forces have intensified drone attacks on Russian energy infrastructure, including oil refineries, aiming to curb fuel supplies to the front lines. In August, at least 13 strikes were made, the largest monthly number since the start of the invasion in Ukraine. So far in September there have been at least six attacks. Last week, drones also hit Russia’s largest Baltic oil terminal in Primorsk, and Ukraine claimed strikes on pumping stations feeding another Baltic hub, the Ust-Luga terminal.  Ukrainian drones hit one of the primary processing units at the Salavat facility, according to a person familiar with the matter. The unit has a design capacity to process 4 million tons of condensate per year, which is equivalent to about 80,000 barrels a day, according to the website of the refinery. The entire facility is designed to have a crude-oil-processing capacity of around 200,000 barrels a day. Meanwhile, the press service for governor Khabirov said in a separate statement that the Salavat refinery continues normal operations and that the fire has been localized. Neither claim could be independently verified. As a

Read More »

Energy Department Launches Speed to Power Initiative, Accelerating Large-Scale Grid Infrastructure Projects

WASHINGTON—The U.S. Department of Energy (DOE) announced today the Speed to Power initiative, to accelerate the speed of large-scale grid infrastructure project development for both transmission and generation. The Speed to Power initiative will help ensure the United States has the power needed to win the global artificial intelligence (AI) race while continuing to meet growing demand for affordable, reliable and secure energy. DOE analysis shows that the current rate of project development is inadequate to support the country’s rapidly expanding manufacturing needs and the reindustrialization of the U.S. economy. DOE is committed to collaborating with stakeholders to identify large-scale grid infrastructure projects that can bring speed to power and overcome the complex challenges facing the grid.   “In the coming years, Americans will require more energy to power their homes and businesses – and with President Trump’s leadership, the Department of Energy is ensuring we can meet this growing demand while fueling AI and data center development with affordable, reliable and secure sources,” said Energy Secretary Chris Wright. “With the Speed to Power initiative, we’re leveraging the expertise of the private sector to harness all forms of energy that are affordable, reliable and secure to ensure the United States is able to win the AI race.”   To kickstart the Speed to Power initiative, DOE is issuing a Request for Information focused on large-scale grid infrastructure projects, both transmission and generation, that can accelerate the United States speed to power. This includes input on near-term investment opportunities, project readiness, load growth expectations, and infrastructure constraints that DOE can address. The DOE is requesting stakeholder input on how to best leverage its funding programs and authorities to rapidly expand energy generation and transmission grid capacity.  President Trump’s Executive Order, Declaring a National Energy Emergency, signed on his first day in office asserted that the integrity

Read More »

OpenAI and Oracle’s $300B Stargate Deal: Building AI’s National-Scale Infrastructure

Oracle’s ‘Astonishing’ Quarter Stuns Wall Street, Targeting Cloud Growth and Global Data Center Expansion Oracle’s FY Q1 2026 earnings report on September 9 — along with its massive cloud backlog — stunned Wall Street with its blow-out Q1 earnings. The market reacted positively to the huge growth in infrastructure revenue and performance obligations (RPO), a measure of future revenue from customer contracts, which indicates significant growth potential and Oracle’s increasing role in AI technology—even as earnings and revenue missed estimates. After the earnings announcement, Oracle stock soared more than 36%, marking its biggest daily gain since December 1992 and adding more than $250 billion in market value to the company. The company’s stock surge came even as the software giant’s earnings and lower-than-expected revenue. Leaders reported company’s RPO jumped about 360% in the quarter to $455 billion, indicating its potential growth and demand for its cloud services and infrastructure. As a result, Oracle CEO Safra Catz projects that its GPU‑heavy Oracle Cloud Infrastructure (OCI) business will grow 77% to $18 billion in its current fiscal year (2026) and soar to $144 billion in 2030. The earnings announcement also made Oracle’s Co-Founder, Chairman and CTO Larry Ellison the richest person in the world briefly, with shares of Oracle surging as much as 43%. By the end of the trading day, his wealth increased nearly $90 billion to $383 billion, just shy of Tesla CEO Elon Musk’s $384 billion fortune. Also on the earnings call, Ellison announced that in October at the Oracle AI World event, the company will introduce the Oracle AI Database OCI for customers to use the Large Language Model (LLM) of their choice—including Google’s Gemini, OpenAI’s ChatGPT, xAI’s Grok, etc.—directly on top of the Oracle Database to easily access and analyze all existing database data. Capital Expenditure Strategy These astonishing numbers are due

Read More »

Ethernet, InfiniBand, and Omni-Path battle for the AI-optimized data center

IEEE 802.3df-2024. The IEEE 802.3df-2024 standard, completed in February 2024 marked a watershed moment for AI data center networking. The 800 Gigabit Ethernet specification provides the foundation for next-generation AI clusters. It uan 8-lane parallel structure that enables flexible port configurations from a single 800GbE port: 2×400GbE, 4×200GbE or 8×100GbE depending on workload requirements. The standard maintains backward compatibility with existing 100Gb/s electrical and optical signaling. This protects existing infrastructure investments while enabling seamless migration paths. UEC 1.0. The Ultra Ethernet Consortium represents the industry’s most ambitious attempt to optimize Ethernet for AI workloads. The consortium released its UEC 1.0 specification in 2025, marking a critical milestone for AI networking. The specification introduces modern RDMA implementations, enhanced transport protocols and advanced congestion control mechanisms that eliminate the need for traditional lossless networks. UEC 1.0 enables packet spraying at the switch level with reordering at the NIC, delivering capabilities previously available only in proprietary systems The UEC specification also includes Link Level Retry (LLR) for lossless transmission without traditional Priority Flow Control, addressing one of Ethernet’s historical weaknesses versus InfiniBand.LLR operates at the link layer to detect and retransmit lost packets locally, avoiding expensive recovery mechanisms at higher layers. Packet Rate Improvement (PRI) with header compression reduces protocol overhead, while network probes provide real-time congestion visibility. InfiniBand extends architectural advantages to 800Gb/s InfiniBand emerged in the late 1990s as a high-performance interconnect designed specifically for server-to-server communication in data centers. Unlike Ethernet, which evolved from local area networking,InfiniBand was purpose-built for the demanding requirements of clustered computing. The technology provides lossless, ultra-low latency communication through hardware-based flow control and specialized network adapters. The technology’s key advantage lies in its credit-based flow control. Unlike Ethernet’s packet-based approach, InfiniBand prevents packet loss by ensuring receiving buffers have space before transmission begins. This eliminates

Read More »

Land and Expand: CleanArc Data Centers, Google, Duke Energy, Aligned’s ODATA, Fermi America

Land and Expand is a monthly feature at Data Center Frontier highlighting the latest data center development news, including new sites, land acquisitions and campus expansions. Here are some of the new and notable developments from hyperscale and colocation data center operators about which we’ve been reading lately. Caroline County, VA, Approves 650-Acre Data Center Campus from CleanArc Caroline County, Virginia, has approved redevelopment of the former Virginia Bazaar property in Ruther Glen into a 650-acre data center campus in partnership with CleanArc Data Centers Operating, LLC. On September 9, 2025, the Caroline County Board of Supervisors unanimously approved an economic development performance agreement with CleanArc to transform the long-vacant flea market site just off I-95. The agreement allows for the phased construction of three initial data center buildings, each measuring roughly 500,000 square feet, which CleanArc plans to lease to major operators. The project represents one of the county’s largest-ever private investments. While CleanArc has not released a final capital cost, county filings suggest the development could reach into the multi-billion-dollar range over its full buildout. Key provisions include: Local hiring: At least 50 permanent jobs at no less than 150% of the prevailing county wage. Revenue sharing: Caroline County will provide annual incentive grants equal to 25% of incremental tax revenue generated by the campus. Water stewardship: CleanArc is prohibited from using potable county water for data center cooling, requiring the developer to pursue alternative technologies such as non-potable sources, recycled water, or advanced liquid cooling systems. Local officials have emphasized the deal’s importance for diversifying the county’s tax base, while community observers will be watching closely to see which cooling strategies CleanArc adopts in order to comply with the water-use restrictions. Google to Build $10 Billion Data Center Campus in Arkansas Moses Tucker Partners, one of Arkansas’

Read More »

Hyperion and Alice & Bob Call on HPC Centers to Prepare Now for Early Fault-Tolerant Quantum Computing

As the data center industry continues to chase greater performance for AI and scientific workloads, a new joint report from Hyperion Research and Alice & Bob is urging high performance computing (HPC) centers to take immediate steps toward integrating early fault-tolerant quantum computing (eFTQC) into their infrastructure. The report, “Seizing Quantum’s Edge: Why and How HPC Should Prepare for eFTQC,” paints a clear picture: the next five years will demand hybrid HPC-quantum workflows if institutions want to stay at the forefront of computational science. According to the analysis, up to half of current HPC workloads at U.S. government research labs—Los Alamos National Laboratory, the National Energy Research Scientific Computing Center, and Department of Energy leadership computing facilities among them—could benefit from the speedups and efficiency gains of eFTQC. “Quantum technologies are a pivotal opportunity for the HPC community, offering the potential to significantly accelerate a wide range of critical science and engineering applications in the near-term,” said Bob Sorensen, Senior VP and Chief Analyst for Quantum Computing at Hyperion Research. “However, these machines won’t be plug-and-play, so HPC centers should begin preparing for integration now, ensuring they can influence system design and gain early operational expertise.” The HPC Bottleneck: Why Quantum is Urgent The report underscores a familiar challenge for the HPC community: classical performance gains have slowed as transistor sizes approach physical limits and energy efficiency becomes increasingly difficult to scale. Meanwhile, the threshold for useful quantum applications is drawing nearer. Advances in qubit stability and error correction, particularly Alice & Bob’s cat qubit technology, have compressed the resource requirements for algorithms like Shor’s by an estimated factor of 1,000. Within the next five years, the report projects that quantum computers with 100–1,000 logical qubits and logical error rates between 10⁻⁶ and 10⁻¹⁰ will accelerate applications across materials science, quantum

Read More »

Google Partners With Utilities to Ease AI Data Center Grid Strain

Transmission and Power Strategy These agreements build on Google’s growing set of strategies to manage electricity needs. In June of 2025, Google announced a deal with CTC Global to upgrade transmission lines with high-capacity composite conductors that increase throughput without requiring new towers. In July 2025, Google and Brookfield Asset Management unveiled a hydropower framework agreement worth up to $3 billion, designed to secure firm clean energy for data centers in PJM and Eastern markets. Alongside renewable deals, Google has signed nuclear supply agreements as well, most notably a landmark contract with Kairos Power for small modular reactor capacity. Each of these moves reflects Google’s effort to create more headroom on the grid while securing firm, carbon-free power. Workload Flexibility and Grid Innovation The demand-response strategy is uniquely suited to AI data centers because of workload diversity. Machine learning training runs can sometimes be paused or rescheduled, unlike latency-sensitive workloads. This flexibility allows Google to throttle certain compute-heavy processes in coordination with utilities. In practice, Google can preemptively pause or shift workloads when notified of peak events, ensuring critical services remain uninterrupted while still creating significant grid relief. Local Utility Impact For utilities like I&M and TVA, partnering with hyperscale customers has a dual benefit: stabilizing the grid while keeping large customers satisfied and growing within their service territories. It also signals to regulators and ratepayers that data centers, often criticized for their heavy energy footprint, can actively contribute to reliability. These agreements may help avoid contentious rate cases or delays in permitting new power plants. Policy, Interconnection Queues, and the Economics of Speed One of the biggest hurdles for data center development today is the long wait in interconnection queues. In regions like PJM Interconnection, developers often face waits of three to five years before new projects can connect

Read More »

Generators, Gas, and Grid Strategy: Inside Generac’s Data Center Play

A Strategic Leap Generac’s entry represents a strategic leap. Long established as a leader in residential, commercial, and industrial generation—particularly in the sub-2 megawatt range—the company has now expanded into mission-critical applications with new products spanning 2.2 to 3.5 megawatts. Navarro said the timing was deliberate, citing market constraints that have slowed hyperscale and colocation growth. “The current OEMs serving this market are actually limiting the ability to produce and to grow the data center market,” he noted. “Having another player … with enough capacity to compensate those shortfalls has been received very, very well.” While Generac isn’t seeking to reinvent the wheel, it is intent on differentiation. Customers, Navarro explained, want a good quality product, uneventful deployment, and a responsive support network. On top of those essentials, Generac is leveraging its ongoing transformation from generator manufacturer to energy technology company, a shift accelerated by a series of acquisitions in areas like telemetry, monitoring, and energy management. “We’ve made several acquisitions to move away from being just a generator manufacturer to actually being an energy technology company,” Navarro said. “So we are entering this space of energy efficiency, energy management—monitoring, telemetrics, everything that improves the experience and improves the usage of those generators and the energy management at sites.” That foundation positions Generac to meet the newest challenge reshaping backup generation: the rise of AI-centric workloads. Natural Gas Interest—and the Race to Shorter Lead Times As the industry looks beyond diesel, customer interest in natural gas generation is rising. Navarro acknowledged the shift, but noted that diesel still retains an edge. “We’ve seen an increase on gas requests,” he said. “But the power density of diesel is more convenient than gas today.” That tradeoff, however, could narrow. Navarro pointed to innovations such as industrial storage paired with gas units, which

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 »