Stay Ahead, Stay ONMINE

The Emperor’s New Clothes: BP and Shell’s duck diplomacy

BP’s (LON:BP) undressing of its energy transition goals is the latest and most significant example of an oil supermajor reneging on its green investment pledges. It is easy to speculate that companies such as BP, and similarly Shell (LON:SHEL), have attempted to diversify into renewable energy too quickly. However, diversification in the energy transition could […]

BP’s (LON:BP) undressing of its energy transition goals is the latest and most significant example of an oil supermajor reneging on its green investment pledges.

It is easy to speculate that companies such as BP, and similarly Shell (LON:SHEL), have attempted to diversify into renewable energy too quickly. However, diversification in the energy transition could be the very thing that pulls the cart out of danger.

This week, BP’s chief executive Murray Auchincloss defended the company’s decision to jettison renewable energy pledges and increase oil and gas production.

In late February, he said the oil major had accelerated “too far, too fast” in the transition to renewable energy. “Our optimism for a fast transition was misplaced,” he said, after profits fell across its low-carbon and gas division, precipitating a sudden strategic about-face.

The company, which has been under pressure from analysts and shareholders to reduce its low-carbon investments and double down on its core business of oil and gas, plans to cut investment in low-carbon projects by $5 billion (£4bn), Auchincloss said.

© Image: Bloomberg
London’s Old Oil Stocks Diverge | BP underperforms Shell on worries about green transition, payouts.

“The challenge that faces BP and Equinor, and to varying degrees Shell and Equinor, is the marked underperformance of their shares relative to that of their US peers,” says Russ Mould, investment director at AJ Bell.

“Whether this is down to the relatively greater emphasis they have placed upon investment in renewables to facilitate a move away from hydrocarbons or simply down to their stock market domicile (given how US equities continue to dominate across the board) is hard to divine, but the truth may well lie somewhere between. There is a sense that shareholders are becoming restless.”

BP’s shares have shown a marked underperformance relative to global peers since former CEO Bernard Looney announced a major pivot away from hydrocarbons in August 2020.

While in the past five years, BP’s share price on the London Stock Exchange has risen by more than 50%, its shares have slumped 14% in the past year and now trade at 421.4 pence per share.

US rival Chevron’s (NYSE: CVX) share price has comparatively stayed flat at US$153.61 per share over the past year and surged 84% in five years.

BP’s former chief executive Looney had planned to cut the production of hydrocarbons by 40% and increase investment in wind power, solar, hydrogen and other areas of clean power.

In 2023, BP revised a plan to cut oil and gas production by 40% to 25% by the end of the decade, while (at that time) leaving the long-term net-zero target unchanged.

BP q3 © SYSTEM
Former BP chief executive Bernard Looney.

BP shares ‘lagged’

While Looney had already begun to scale back those commitments before he was ousted by the board in 2023, BP’s unravelling of its low-carbon targets took hold with the installation of Auchincloss that year, who began to scale back low-carbon investments after he was appointed interim chief executive.

The oil company was rocked last month when notorious activist hedge fund Elliott Investment Management took a stake in the firm just a week before its capital markets day, after its shares had “lagged” American and European peers.

The activist investor took a nearly £3.8bn stake of almost 5% in the company, in an apparent effort to wrest control from the board.

Analysts predict that the activist could call for a management reshuffle or a sale of assets. Elliott is expected to agitate for change – for example, by calling for a strategic asset disposal or spin-off, or a break-up of the company or bid.

There is growing pressure on executives at traditional energy companies to address “the perception that renewables projects offer lower returns on investment”, says Mould.

© Supplied by Brandalism
Fake BP and Shell adverts appear across Aberdeen.

That pressure to appease shareholders may prove too great, as in Auchincloss’s case, his pay fell by one third from £7.7m in 2023 to £5.4m in 2024, with a drop in his bonus from more than £1.1m to £734,000.

According to analysts, BP paid out estimated dividends of £5.2bn in 2024, less than the total dividends issued by TotalEnergies of £7.7bn and Shell at £8.7bn – with ExxonMobil’s the highest estimated annual payout at £16.7bn.

“The dilemma is that oil firms have the cash flow and resources to invest in these projects and help to ease the transition, but it is not clear whether they can do so while maintaining the returns on capital and cash returns,” says Mould.

In recent commentary, he speculated that activist investor Elliott “wants BP to clarify its strategy on oil and gas production, renewable energy and the future direction of the group”.

Revealing BP’s Q4 results, Auchincloss said it had been “reshaping” its global portfolio, “sanctioning new major projects” and “focusing our low-carbon investment” with a cost reductions key to the changes.

The company has hinted at plans to potentially sell off its US onshore wind business and recently consolidated its offshore wind portfolio, forming a joint venture with Japanese firm Jera, in a bid to reduce capital investment.

© Supplied by Shell/BP
Picture shows; Shearwater platform, North Sea, and the Empire Wind project in the US. -. Supplied by Shell/BP Date; Unknown

No ‘automatic right’ to win

Auchincloss unveiled a net-zero “reset” of BP’s business in February, but kept in place the company’s 2050 net-zero emissions target.

Ashley Kelty, natural resources analyst at Panmure Liberum, said: “A fanfare of changes had been promised, but in all honesty it is an underwhelming reset for the company.

“There was the expected pivot away from lower margin renewables back to investment in core oil and gas. This will see increased investment of $10bn annually in fossil fuels, with spend on low margin renewables slashed by c$5bn annually to $1.5-2bn. However, this means that overall capex will fall from prior guidance of $14-18bn to $13-15bn.”

He said the “increased upstream activity is targeting growth in production” and “to get reserve replacement from current 50% to over 100% by 2027”.

“This is likely to be very challenging given the recent underinvestment in O&G and the long timelines to get discoveries into production,” said Kelty.

He suggested that activist investor Elliott will look to unseat Auchincloss and chairman Helge Lund for not taking the “radical” step of axing its renewables business entirely.

BP appears to have costed in its deliverables tightly, with little room to manoeuvre. As Kelty points out, overall spending is declining, and a fall in spending can indicate lower potential for future growth.

In December, the company scaled back its investment in offshore wind in a bid to reduce capex. As part of its strategic “reset”, it is also expected to sell a stake in solar power producer LightSource BP, after finalising a takeover of the renewables business just last year.

Europe’s biggest ever floating solar panel array, installed by Lightsource Renewable Energy, on London’s Queen Elizabeth II reservoir.

BP may find that it is hamstrung without investing in growth, while tightly pricing its costs. Kelty warns that BP has made “some pretty challenging assumptions on pricing” that leaves it with “no margin for error if commodity prices fall”.

While some analysts have called for a “radical shift” in abandoning renewables entirely to make the company more “attractive to investors”, without investing in growth the company risks becoming irrelevant in a changing world.

“BP is now recalibrating its strategy and more emphasis on ensuring it generates the best value from its oil and gas assets, given how the pace of transition toward renewables is taking time, owing to the challenges involved in connecting new energy sources to the old, existing grid,” says Mould.

“Whether this is enough to satisfy all shareholders is unlikely – some will be disappointed by the slower pace of progress, others will be frustrated by how BP continues to try and ride two horses at once. There are reports that Elliott continues to push for a total spin-off of the renewables operations.”

In October, BP issued a profit warning indicating that quarterly oil trading had slumped, but that electric vehicle charging was expected to be a growth area for the multinational business.

By January, BP had announced it would cut more than 5% of its global workforce in pursuit of “value”, just a day after UK energy secretary Ed Miliband said the UK government would consult on plans to stop issuing new oil and gas licences.

© Supplied by House of Lords
Ed Miliband and Chris Stark Picture shows; Rt Hon Ed Miliband MP, The Secretary of State for Energy Security and Net Zero (Doncaster North, Labour) and Head of Mission Control for Clean Power 2030 Chris Stark. House of Lords, Westminster. Supplied by House of Lords Date; 21/01/2025

“The issue, thus far, has largely been one of share price performance relative to the other global majors and the American ones in particular – CVX, XOM and COP. There is a perception that BP tried to move too quickly away from hydrocarbons and thus had put itself at risk of failing to maximise the value of its existing assets,” says Mould.

“Additional, there are concerns that renewables require different skillsets (and bring a different customer base) relative to oil and gas exploration and production, with the result that operational risk is higher at a time when return on capital employed in renewables could be lower than that earned from hydrocarbon production.”

In a letter to employees explaining the headcount reduction, Auchincloss nevertheless highlighted a need for the business to accelerate in the energy transition.

“We are uniquely positioned to grow value through the energy transition. But that doesn’t give us an automatic right to win,” Auchincloss told employees.

Shell’s ‘ruthless’ outlook

Last year, Shell chief executive Wael Sawan promised a similarly “ruthless” focus on generating returns, retiring a goal of reducing net carbon intensity by 45% by 2035 and watering down its emissions-reduction target for oil to 15-20%.

On 30 January, Shell posted adjusted earnings of $3.66bn for the final quarter of the year, down from the $6bn of earnings that it posted in the third quarter.

Again, it was under pressure financially. Its annual earnings slumped to nearly £23.72bn in 2024, down from £28.25bn in 2023, while it reported a loss in its renewables and energy solutions business. Installed renewables capacity remained almost flat on the prior quarter at 7.4 GW.

Shell emissions © Bloomberg
Shell CEO Wael Sawan.

“Shell’s fourth quarter revenue fell from $78.7bn to $66.3bn,” says Hargreaves Lansdown’s head of equity research Derren Nathan.

“Underlying profit halved to $3.6bn, falling short of analyst expectations. The weak performance reflected lower margins in its trading businesses as well as the marketing division. Lower oil prices also played their part as well as non-cash write offs of exploration wells.”

Shell’s main focus “remains very much on oil and gas”, says Nathan, who warned that unpredictable oil prices will be a “crucial element” of the group’s fortunes, adding that Shell is “not a one-trick pony”.

“In distribution, Shell is particularly well placed to provide lower-carbon options to motorists,” Nathan said. “Its global network of 47,000 service stations is the largest of all the oil majors. By 2030, it’s hoping to nearly quadruple the size of its Electric Vehicle charging estate, to around 200,000 connection points.”

shell rapid charger

Ultimately, energy companies understand the value of transitioning their businesses to keep pace with market adaptation, as demonstrated by Auchincloss’s pithy comments.

In the coming decade, they will likely face the extinction of new oil and gas exploration licences and a phase-out of petrol cars, if the Labour government honours its pledges to do so.

But as they grasp onto new vines, they continue to cling tighter onto their existing holdings – putting them out of step with the wider policy climate. Whether this proves to be the right strategic decision, only time will tell.

The first article in the series examined whether oil supermajors are positioned to survive the energy transition.

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

LogicMonitor closes Catchpoint buy, targets AI observability

The acquisition combines LogicMonitor’s observability platform with Catchpoint’s internet-level intelligence, which monitors performance from thousands of global vantage points. Once integrated, Catchpoint’s synthetic monitoring, network data, and real-user monitoring will feed directly into Edwin AI, LogicMonitor’s intelligence engine. The goal is to let enterprise customers shift from reactive alerting to

Read More »

Akamai acquires Fermyon for edge computing as WebAssembly comes of age

Spin handles compilation from source to WebAssembly bytecode and manages execution on target platforms. The runtime abstracts the underlying technology while preserving WebAssembly’s performance and security characteristics. This bet on WebAssembly standards has paid off as the technology matured.  WebAssembly has evolved significantly beyond its initial browser-focused design to support

Read More »

Winners and losers in the latest Top500 supercomputer list

Winner: Slingshot-11 Slingshot-11 is a 200G proprietary interconnect developed by HPE and its Cray supercomputer subsidiary. As the number of Cray systems increases on the list, so goes the number of Slingshot-11 based systems. The total number of Slingshot-11 systems jumped from 37 and 2024 to 52 this year. Loser:

Read More »

Chevron Joins TotalEnergies in New Nigerian Exploration Blocks

Chevron Corp has signed a deal to acquire 40 percent in Petroleum Prospecting License (PPL) 2000 and PPL 2001 offshore Nigeria from TotalEnergies SE. TotalEnergies will retain operatorship with a 40 percent interest. Local player South Atlantic Petroleum Ltd owns 20 percent. “This new joint venture aims at derisking and

Read More »

EU Nearing Deal to End Russian Fossil Fuel Imports

The European Union is closing in on a deal to phase out Russian fossil fuels, a move that will embed into law the end of the bloc’s reliance on its former top energy supplier.  Negotiators representing member states, the European Parliament and the European Commission are scheduled to meet on Tuesday evening in Brussels to iron out the final shape of a regulation that will set a date for banning Russian gas imports. The measure was proposed by the commission in June to address risks to EU energy security after the crisis triggered by Russia’s invasion of Ukraine and Moscow’s subsequent curbs on gas flows to the bloc.  Despite recent attempts by the US to broker a peace deal in Ukraine, the EU has no plans to give up on the shift away from Russian gas. Speculation that a potential agreement could eventually lead to an easing of sanctions on Moscow’s energy exports, allowing other regions to buy fuel, has contributed to benchmark European gas futures recording their longest downward streak in almost four years. The EU talks will need to resolve the exact timeline for the phaseout. While member states in the EU Council endorsed the commission’s plan to ban all Russian gas supplies by the end of 2027, the Parliament is pushing to accelerate it by one year. That would align the end of piped-gas imports with the halt to seaborne deliveries already approved by the EU under its latest sanctions package on Russia.  But whereas sanctions are temporary by design, the regulation known as RePowerEU is a separate, long-term plan to cut reliance on Moscow for good. The commission has made it clear that the measure will remain, regardless of any peace deal.  “The European Union can make history tonight and change the course of our energy

Read More »

Crude Settles Lower on Peace Talk Jitters

Oil fell in a choppy trading session as traders assessed the state of the conflict between Russia and Ukraine amid a key day for peace negotiations. West Texas Intermediate swung in a roughly $1.40 range, dropping 1.2% to settle above $58 a barrel. Russian President Vladimir Putin threatened potential retaliatory measures on vessels from nations helping Ukraine in Moscow’s war, according to Interfax. But Putin also underscored the need for economic growth in Russia, commenting separately that the government is not satisfied with emerging imbalances in some industries. The comments come as Russia’s oil producers are struggling amid lower crude prices, sanctions and a stronger currency. US envoy Steve Witkoff arrived in Moscow to meet with Putin, who claimed a key Ukrainian city had fallen to Russia on the eve of Tuesday’s talks about a potential peace plan to end his war. Over the past week, four Russian oil tankers have been attacked, a sharp uptick in strikes on Moscow-associated shipping. Russia, though under stiff international sanctions, remains a major producer of oil in the global market, and further escalations in its war in Ukraine would increase bullish momentum for crude. But a deal to end the war could allow Russia’s oil to flow more freely into global markets, which are already bracing for oversupply. Geopolitical risks are also emanating from concerns over potential US military action in Venezuela, offering a floor for prices. Adding to those fears were suggestions from President Donald Trump on Tuesday that the Pentagon will soon start targeting drug cartels with strikes on land in Venezuela and beyond. Still, broader expectations for cheaper oil — traders have long expected an oversupply in the global market — loom large, said Rebecca Babin, a senior energy trader at CIBC Private Wealth Group. “Liquidity is rapidly drying up,

Read More »

Energy Department Selects TVA and Holtec to Advance Deployment of U.S. Small Modular Reactors

WASHINGTON—The U.S. Department of Energy (DOE) today announced the selection of the Tennessee Valley Authority (TVA) and Holtec Government Services to support early deployments of advanced light-water small modular reactors (SMRs) in the United States. The project teams will receive up to $800 million in federal cost-shared funding to advance initial projects in Tennessee and Michigan and help expand the Nation’s capacity while facilitating additional follow-on projects and associated supply chains. The selections announced today will help deliver new nuclear generation in the early 2030s, strengthen domestic supply chains, and advance President Trump’s Executive Orders to usher in a nuclear renaissance and expand America’s Energy Dominance agenda. “President Trump has made clear that America is going to build more energy, not less, and nuclear is central to that mission,” said U.S. Secretary of Energy Chris Wright. “Advanced light-water SMRs will give our nation the reliable, round-the-clock power we need to fuel the President’s manufacturing boom, support data centers and AI growth, and reinforce a stronger, more secure electric grid. These awards ensure we can deploy these reactors as soon as possible.” With today’s announcement, DOE is supporting the following first-mover teams to develop and construct the first Gen III+ small modular reactor (Gen III+ SMR) plants in the United States: Tennessee Valley Authority (TVA) – $400,000,000  TVA plans to advance deployment of a GE Vernova Hitachi BWRX-300 at the Clinch River Nuclear site in Tennessee, as well as accelerate the deployment of additional units with Indiana Michigan Power and Elementl. Additionally, TVA plans to work with the domestic nuclear supply chain partners Scot Forge, North American Forgemasters, BWX Technologies, and Aecon. Other partners supporting the project include Duke Energy, Oak Ridge Associated Universities, and the Electric Power Research Institute. Holtec Government Services, LLC (Holtec) – $400,000,000 Holtec plans to deploy

Read More »

Americans lost more power last year than any year in previous decade: EIA

Listen to the article 3 min This audio is auto-generated. Please let us know if you have feedback. U.S. electricity customers experienced an average of 11 hours of power outages in 2024, nearly twice as many as the annual average across the previous decade, according to a new report from the Energy Information Administration. Hurricanes accounted for 80% of those lost hours, with most of last year’s outages resulting from major weather events like hurricanes Beryl, Helene and Milton, EIA said in the report released Monday. “Interruptions attributed to major events averaged nearly nine hours in 2024, compared with an average of nearly four hours per year in 2014 through 2023,” EIA said. “Service interruptions that aren’t triggered by major events routinely average about two hours per year.” Optional Caption Courtesy of Energy Information Administration Customers in South Carolina were significant outliers in terms of outage duration, the report said, experiencing an average of 53 hours of outages in 2024. Much of this was due to last September’s Hurricane Helene, which left 1.2 million customers in South Carolina without electricity. The report appears to build on a growing body of evidence that extreme weather is taking a heavier toll on the electric power system in parts of the country. In October, JD Power released a report that found the average length of the longest outages are getting longer and concluded that disasters have become a “fact of life” for many utility customers.  Helene, in particular, caused severe damage to utility systems in the U.S. Southeast and Mid-Atlantic. Duke Energy said after the hurricane that transmission infrastructure in upstate South Carolina “was severely damaged and, in many cases, destroyed” and would need to be entirely rebuilt. Three days after the hurricane struck, 900,000 Duke customers remained without power across North Carolina and South

Read More »

Petrogas spuds exploration well onshore Indonesia

Petrogas (Basin) Ltd. spudded the Karim-1 exploration well in the Kepala Burung Production Sharing Contract (PSC), Southwest Papua, Indonesia. The well is being drilled onshore in a relatively under-explored area within Arar block and is about 23 km east of the Petrogas’ existing Arar production cluster. The well will be vertical and drilled to about 1,311 m TD. Drilling and completion is estimated to take 43 days. Karim-1 well is designed to assess the oil potential of the Miocene Kais reservoir within a structural closure located updip of the previous Klaifi-1 oil discovery, situated about 7 km northwest of Karim-1. The Miocene Kais formation is a carbonate sequence that forms a broad shallow marine platform with localized reefal complexes and is the main producing reservoir in the PSC. Following completion of Karim-1 well, the drilling rig will be deployed to drill the Northwest Klagagi-1 exploration well, which is about 15 km northeast of the Arar production cluster and about 12 km from the Karim-1 well site. The Karim-1 well and the Northwest Klagagi-1 well are part of exploration wells being drilled under the firm work commitment of the Kepala Burung PSC which began in 2020. Kepala Burung PSC covers an onshore area of 1,030 sq km within Salawati basin, which is one of the most prolific petroleum basins in Indonesia. Petrogas (Basin) Ltd. is a subsidiary of RH Petrogas Ltd. (82.65% owned). RH Petrogas is operator of the Kepala Burung PSC (70%) with Pertamina holding the remaining 30%.     

Read More »

NextDecade progresses Rio Grande LNG Train 6 plan with FERC pre-filing

@import url(‘https://fonts.googleapis.com/css2?family=Inter:[email protected]&display=swap’); a { color: var(–color-primary-main); } .ebm-page__main h1, .ebm-page__main h2, .ebm-page__main h3, .ebm-page__main h4, .ebm-page__main h5, .ebm-page__main h6 { font-family: Inter; } body { line-height: 150%; letter-spacing: 0.025em; font-family: Inter; } button, .ebm-button-wrapper { font-family: Inter; } .label-style { text-transform: uppercase; color: var(–color-grey); font-weight: 600; font-size: 0.75rem; } .caption-style { font-size: 0.75rem; opacity: .6; } #onetrust-pc-sdk [id*=btn-handler], #onetrust-pc-sdk [class*=btn-handler] { background-color: #c19a06 !important; border-color: #c19a06 !important; } #onetrust-policy a, #onetrust-pc-sdk a, #ot-pc-content a { color: #c19a06 !important; } #onetrust-consent-sdk #onetrust-pc-sdk .ot-active-menu { border-color: #c19a06 !important; } #onetrust-consent-sdk #onetrust-accept-btn-handler, #onetrust-banner-sdk #onetrust-reject-all-handler, #onetrust-consent-sdk #onetrust-pc-btn-handler.cookie-setting-link { background-color: #c19a06 !important; border-color: #c19a06 !important; } #onetrust-consent-sdk .onetrust-pc-btn-handler { color: #c19a06 !important; border-color: #c19a06 !important; } NextDecade Corp. has initiated the pre-filing process with the Federal Energy Regulatory Commission (FERC) for expansion at Rio Grande LNG that includes a sixth liquefaction train (Train 6) and an additional marine berth. The company expects to file a full application for the expansion with FERC in 2026. Trains 1-5 are under construction on the north shore of the Brownsville Ship Channel in south Texas, and NextDecade is developing and advancing the permitting process for Trains 6-8. Train 6 is being developed inside the existing levee at the Rio Grande LNG plant site and adjacent to Trains 1-5. The company is evaluating areas on the site for development of Trains 7 and 8, which would bring potential liquefaction capacity at the plant to about 48 million tonnes/year. NextDecade says the site has sufficient space for development of up to 10 liquefaction trains.

Read More »

What is co-packaged optics? A solution for surging capacity in AI data center networks

When it announced its CPO-capable switches, Nvidia said they would improve resiliency by 10 times at scale compared to previous switch generations. Several factors contribute to this claim, including the fact that the optical switches require four times fewer lasers, Shainer says. Whereas the laser source was previously part of the transceiver, the optical engine is now incorporated onto the ASIC, allowing multiple optical channels to share a single laser. Additionally, in Nvidia’s implementation, the laser source is located outside of the switch. “We want to keep the ability to replace a laser source in case it has failed and needs to be replaced,” he says. “They are completely hot-swappable, so you don’t need to shut down the switch.” Nonetheless, you may often hear that when something fails in a CPO box, you need to replace the entire box. That may be true if it’s the photonics engine embedded in silicon inside the box. “But they shouldn’t fail that often. There are not a lot of moving parts in there,” Wilkinson says. While he understands the argument around failures, he doesn’t expect it to pan out as CPO gets deployed. “It’s a fallacy,” he says. There’s also a simple workaround to the resiliency issue, which hyperscalers are already talking about, Karavalas says: overbuild. “Have 10% more ports than you need or 5%,” he says. “If you lose a port because the optic goes bad, you just move it and plug it in somewhere else.” Which vendors are backing co-packaged optics? In terms of vendors that have or plan to have CPO offerings, the list is not long, unless you include various component players like TSMC. But in terms of major switch vendors, here’s a rundown: Broadcom has been making steady progress on CPO since 2021. It is now shipping “to

Read More »

Nvidia’s $2B Synopsys stake tests independence of open AI interconnect standard

But the concern for enterprise IT leaders is whether Nvidia’s financial stakes in UALink consortium members could influence the development of an open standard specifically designed to compete with Nvidia’s proprietary technology and to give enterprises more choices in the datacenter. Organizations planning major AI infrastructure investments view such open standards as critical to avoiding vendor lock-in and maintaining competitive pricing. “This does put more pressure on UALink since Intel is also a member and also took investment from Nvidia,” Sag said. UALink and Synopsys’s critical role UALink represents the industry’s most significant effort to prevent vendor lock-in for AI infrastructure. The consortium ratified its UALink 200G 1.0 Specification in April, defining an open standard for connecting up to 1,024 AI accelerators within computing pods at 200 Gbps per lane — directly competing with Nvidia’s NVLink for scale-up applications. Synopsys plays a critical role. The company joined UALink’s board in January and in December announced the industry’s first UALink design components, enabling chip designers to build UALink-compatible accelerators. Analysts flag governance concerns Gaurav Gupta, VP analyst at Gartner, acknowledged the tension. “The Nvidia-Synopsys deal does raise questions around the future of UALink as Synopsys is a key partner of the consortium and holds critical IP for UALink, which competes with Nvidia’s proprietary NVLink,” he said. Sanchit Vir Gogia, chief analyst at Greyhound Research, sees deeper structural concerns. “Synopsys is not a peripheral player in this standard; it is the primary supplier of UALink IP and a board member within the UALink Consortium,” he said. “Nvidia’s entry into Synopsys’ shareholder structure risks contaminating that neutrality.”

Read More »

Cooling crisis at CME: A wakeup call for modern infrastructure governance

Organizations should reassess redundancy However, he pointed out, “the deeper concern is that CME had a secondary data center ready to take the load, yet the failover threshold was set too high, and the activation sequence remained manually gated. The decision to wait for the cooling issue to self-correct rather than trigger the backup site immediately revealed a governance model that had not evolved to keep pace with the operational tempo of modern markets.” Thermal failures, he said, “do not unfold on the timelines assumed in traditional disaster recovery playbooks. They escalate within minutes and demand automated responses that do not depend on human certainty about whether a facility will recover in time.” Matt Kimball, VP and principal analyst at Moor Insights & Strategy, said that to some degree what happened in Aurora highlights an issue that may arise on occasion: “the communications gap that can exist between IT executives and data center operators. Think of ‘rack in versus rack out’ mindsets.” Often, he said, the operational elements of that data center environment, such as cooling, power, fire hazards, physical security, and so forth, fall outside the realm of an IT executive focused on delivering IT services to the business. “And even if they don’t fall outside the realm, these elements are certainly not a primary focus,” he noted. “This was certainly true when I was living in the IT world.” Additionally, said Kimball, “this highlights the need for organizations to reassess redundancy and resilience in a new light. Again, in IT, we tend to focus on resilience and redundancy at the app, server, and workload layers. Maybe even cluster level. But as we continue to place more and more of a premium on data, and the terms ‘business critical’ or ‘mission critical’ have real relevance, we have to zoom out

Read More »

Microsoft loses two senior AI infrastructure leaders as data center pressures mount

Microsoft did not immediately respond to a request for comment. Microsoft’s constraints Analysts say the twin departures mark a significant setback for Microsoft at a critical moment in the AI data center race, with pressure mounting from both OpenAI’s model demands and Google’s infrastructure scale. “Losing some of the best professionals working on this challenge could set Microsoft back,” said Neil Shah, partner and co-founder at Counterpoint Research. “Solving the energy wall is not trivial, and there may have been friction or strategic differences that contributed to their decision to move on, especially if they saw an opportunity to make a broader impact and do so more lucratively at a company like Nvidia.” Even so, Microsoft has the depth and ecosystem strength to continue doubling down on AI data centers, said Prabhu Ram, VP for industry research at Cybermedia Research. According to Sanchit Gogia, chief analyst at Greyhound Research, the departures come at a sensitive moment because Microsoft is trying to expand its AI infrastructure faster than physical constraints allow. “The executives who have left were central to GPU cluster design, data center engineering, energy procurement, and the experimental power and cooling approaches Microsoft has been pursuing to support dense AI workloads,” Gogia said. “Their exit coincides with pressures the company has already acknowledged publicly. GPUs are arriving faster than the company can energize the facilities that will house them, and power availability has overtaken chip availability as the real bottleneck.”

Read More »

What is Edge AI? When the cloud isn’t close enough

Many edge devices can periodically send summarized or selected inference output data back to a central system for model retraining or refinement. That feedback loop helps the model improve over time while still keeping most decisions local. And to run efficiently on constrained edge hardware, the AI model is often pre-processed by techniques such as quantization (which reduces precision), pruning (which removes redundant parameters), or knowledge distillation (which trains a smaller model to mimic a larger one). These optimizations reduce the model’s memory, compute, and power demands so it can run more easily on an edge device. What technologies make edge AI possible? The concept of the “edge” always assumes that edge devices are less computationally powerful than data centers and cloud platforms. While that remains true, overall improvements in computational hardware have made today’s edge devices much more capable than those designed just a few years ago. In fact, a whole host of technological developments have come together to make edge AI a reality. Specialized hardware acceleration. Edge devices now ship with dedicated AI-accelerators (NPUs, TPUs, GPU cores) and system-on-chip units tailored for on-device inference. For example, companies like Arm have integrated AI-acceleration libraries into standard frameworks so models can run efficiently on Arm-based CPUs. Connectivity and data architecture. Edge AI often depends on durable, low-latency links (e.g., 5G, WiFi 6, LPWAN) and architectures that move compute closer to data. Merging edge nodes, gateways, and local servers means less reliance on distant clouds. And technologies like Kubernetes can provide a consistent management plane from the data center to remote locations. Deployment, orchestration, and model lifecycle tooling. Edge AI deployments must support model-update delivery, device and fleet monitoring, versioning, rollback and secure inference — especially when orchestrated across hundreds or thousands of locations. VMware, for instance, is offering traffic management

Read More »

Networks, AI, and metaversing

Our first, conservative, view says that AI’s network impact is largely confined to the data center, to connect clusters of GPU servers and the data they use as they crunch large language models. It’s all “horizontal” traffic; one TikTok challenge would generate way more traffic in the wide area. WAN costs won’t rise for you as an enterprise, and if you’re a carrier you won’t be carrying much new, so you don’t have much service revenue upside. If you don’t host AI on premises, you can pretty much dismiss its impact on your network. Contrast that with the radical metaverse view, our third view. Metaverses and AR/VR transform AI missions, and network services, from transaction processing to event processing, because the real world is a bunch of events pushing on you. They also let you visualize the way that process control models (digital twins) relate to the real world, which is critical if the processes you’re modeling involve human workers who rely on their visual sense. Could it be that the reason Meta is willing to spend on AI, is that the most credible application of AI, and the most impactful for networks, is the metaverse concept? In any event, this model of AI, by driving the users’ experiences and activities directly, demands significant edge connectivity, so you could expect it to have a major impact on network requirements. In fact, just dipping your toes into a metaverse could require a major up-front network upgrade. Networks carry traffic. Traffic is messages. More messages, more traffic, more infrastructure, more service revenue…you get the picture. Door number one, to the AI giant future, leads to nothing much in terms of messages. Door number three, metaverses and AR/VR, leads to a message, traffic, and network revolution. I’ll bet that most enterprises would doubt

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 »