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2025 Renewable Energy Outlook: Full speed ahead as second Trump administration begins

The renewables industry begins 2025 with the Inflation Reduction Act continuing to spur record investment, and spiking load growth providing new opportunities for deployment. At the same time, interconnection queues across the country remain clogged, siting, permitting, financial and other challenges continue, and industry critic Donald Trump just began his second term as president. “It’s an […]

The renewables industry begins 2025 with the Inflation Reduction Act continuing to spur record investment, and spiking load growth providing new opportunities for deployment. At the same time, interconnection queues across the country remain clogged, siting, permitting, financial and other challenges continue, and industry critic Donald Trump just began his second term as president.

“It’s an interesting moment, because there is this really rapid change, and yet we’re stuck in some really key ways,” said Heather O’Neill, president and CEO of Advanced Energy United. “The interconnection queue is one really clear example where, yes, there’s some progress — FERC’s putting out reform measures — and yet we’re not unleashing the full promise and the economic opportunity and activity that we could.”

After decades of flat load growth, U.S. electricity demand could rise 128 GW over the next five years, according to a report last month from Grid Strategies. At the same time, the number of new transmission interconnection requests has risen by 300% to 500% over the last decade, with 2.5 TW of clean energy and storage capacity currently waiting to connect to the grid, said an October report from the Department of Energy.

However, O’Neill said, the “the macro trends are incredibly positive … We are in the middle of an energy transformation.” She attributed some of her optimism to the scale of investment and growth that the industry has been seeing. 

The energy storage sector is especially dynamic right now, O’Neill said: “A few years ago, [there was] very little in the way of storage capacity showing up, but with so much innovation in the technology, the cost curves are coming down. When we think about how to manage load, storage plays a key role in that.”

Global energy storage installations boomed 76% in 2024 and are projected to continue that streak in 2025, according to a November report from BloombergNEF, but BNEF noted that growth may be impacted by “uncertainties stemming from the new Trump administration.”

Trump has spoken out against electric vehicles and said he will “rescind all unspent funds under the misnamed Inflation Reduction Act.” Congress is expected to try to claw back EV tax credits from the IRA, which could impact the battery industry. Trump has also said he would end offshore wind “on day one” and embraced oil and gas generation, but vowed last month to expedite federal permits and environmental reviews for construction projects that represent an investment of $1 billion or more — a move that could benefit clean energy.

Felisa Sanchez, a partner with law firm K&L Gates’ maritime and finance practice groups, said that Trump’s goal to end offshore wind may come into conflict with his goal of boosting the U.S. economy and its domestic manufacturing. 

“It’s hard to say ‘we’re going to end offshore wind’ when you’re also impacting a vast supply chain that has already been going for the last few years that has been implemented — when ports have been developed, and vessels have started to either be under construction or have come out of the yard ready to work in offshore wind,” she said.


The need to meet load growth on the electric side is not going away. And any administration – Republican, independent, Democratic – foremost in their mind is going to be a strong resilient economy. That’s going to be dependent upon a best-in-class electric distribution grid.

Paul DeCotis

Senior partner and head of East Coast energy and utilities at West Monroe


John Northington, a government affairs advisor and a member of K&L Gates’ public policy and law practice group, said he anticipates that the offshore wind industry may adapt to the new administration by shifting away from “‘steel in water is good for the environment’ as the main message.”

“Maybe for the next four years, it’s that steel in water is good for jobs, it’s money, it’s good for America,” he said. “Talking about the business benefits, rather than environmental benefits, could be a change in trend for some of these companies.”

When speaking to Utility Dive in December, Northington said he was also hopeful about the bipartisan Energy Permitting Reform Act of 2024, sponsored by Sen. Joe Manchin, I-W.Va., and Sen. John Barrasso, R-Wyo. — but the bill was not included in the continuing resolution passed later that month, “taking permitting off the table for this Congress,” said Manchin, who retired in early January.

New demands on the grid

Regardless of how Trump’s second term shapes the U.S. generation mix, his administration will be dealing with an anticipated 3% annual average load growth over the next five years — a level which hasn’t been seen since the 1980s, according to a December report from Grid Strategies

“The need to meet load growth on the electric side is not going away. And any administration — Republican, independent, Democratic — foremost in their mind is going to be a strong resilient economy,” said Paul DeCotis, a senior partner and head of East Coast energy and utilities at West Monroe. “That’s going to be dependent upon a best-in-class electric distribution grid.”

Surging load growth is driven largely by data center demand, which a December report from Lawrence Berkeley National Laboratory found has tripled over the past decade and is projected to double or triple again by 2028. The increase in demand is also the result of industry electrification and growth in domestic manufacturing.

That growth “means continued capital investment in the [energy] industry, regardless of the administration,” DeCotis said. “I don’t think any administration is going to want to come in and all of a sudden see brownouts and blackouts and not enough capacity to meet demand, or have to stall demand and the job growth that goes with it, because they can’t meet energy needs.”

O’Neill said she believes that states will also continue to drive the clean energy transition forward, as they’re where “energy policies happen …. where the investments become real.”

State governors and commissioners “want manufacturing in their state,” she said. “They want data centers in their state. The siting reform conversation is one that I think is not a partisan conversation. It’s: how do we help unlock some of this desired economic activity? For us, the siting and building issues will be something that we’re going to work on in the states, regardless of the landscape in D.C.”


The projects that are being facilitated through [the IRA] are not isolated in blue states. For example, we’re doing projects all over the country and seeing projects work in states like Ohio and Pennsylvania that didn’t used to work.

Dan Smith

Vice president of markets at DSD Renewables


In addition to states and utilities, companies like Microsoft, Amazon and Meta are also helping to drive the demand for clean energy — investing billions in renewable energy deployment in addition to seeking nuclear and natural gas generation to handle load from their data centers.

Molly Jerrard, head of demand response at Enel North America, said she expects that in 2025, “significant load growth …. will challenge our grid’s flexibility and put the reliability of local systems to the test.”

“Combine this with aging infrastructure, congestion, and the uptick in climate-driven grid stress, utilities and grid operators will need to put a bigger focus on adoption of demand response programs and distributed energy resources to address these challenges and increase grid stability,” Jerrard said.

However, she said, “inconsistent data access standards” from utilities continue to limit the scalability of virtual power plants, a potent demand response solution.

O’Neill is excited about VPPs, she said, as she sees “a ton of innovation” flowing into the sector and expanding the ways that VPPs can offer grid flexibility.

“We’re seeing virtual power plants across different regions of the country — whether it’s coastal or Texas — where you’ve got utilities and commissions really putting virtual power plants to the test,” she said. “They’re managing the load, they’re shaving peak loads, and they don’t have to build as much [generation].”

Solar and offshore wind

In 2025, the American Clean Power Association forecasts that utility-scale U.S. solar installations will shrink 16% from 2024, due to the risk of new tariffs under a second Trump administration and concerns that he might work with Congress to repeal aspects of the IRA.

The industry’s residential segment “continued to decline” last year, driven by California, where residential solar cratered following the state’s switch from net metering to net billing in 2023, said a third quarter 2024 report from the Solar Energy Industries Association.

While solar projects in the state “definitely don’t offer the same amount of savings that they used to,” said Dan Smith, vice president of markets at DSD Renewables, “we are continuing to see California be our largest market.”

This is due in part to utility rates “[continuing] to escalate at really extreme levels in California,” he said. “So while we’re experiencing [NEM 3.0] adversely, as utility rates increase, that increases our customers’ savings. So that’s making up a bit of that gap.”

Smith said that DSD Renewables is entering 2025 apprehensive about any potential repeal or reforms to the IRA’s solar tax credits, but hopeful that the Trump administration and Congress will see their value.

“The projects that are being facilitated through that are not isolated in blue states,” he said. “For example, we’re doing projects all over the country and seeing projects work in states like Ohio and Pennsylvania that didn’t used to work.” 

Smith said that if the domestic content adder in the IRA remains in place, and domestic solar supply continues to come online, he won’t be as concerned about potential tariffs. 

“But that’s the question that I think the whole industry has right now — do those suppliers continue to make investments in their domestic factories?” he said. “There are many factories either under construction or planned, and the big question on many of our minds right now is, will any of that federal policy change in such a way that it causes those companies to pull back on those commitments?”

The offshore wind industry also contains a lot of people “holding their breath,” Sanchez said, “waiting to see what happens when [Trump] does come into power at the end of January.”

The stock prices for offshore wind companies like Ørsted and Vestas fell following the election and have yet to recover. Sanchez said she sees this as a “temporary signal” that will depend on what actions Trump takes on offshore wind.

“There’s been a tremendous level of investment, and that has continued this year, even with the more cautious approach that the industry has taken,” Sanchez said. “And I do see that going forward. But again, I think everyone at this moment is in a pause waiting to see what happens over the next couple of months, to see whether it’s worth continuing additional investment.”

On his first day in office, Trump issued an executive order pausing offshore wind lease sales in federal waters and the issuance of approvals, permits and loans for onshore and offshore wind projects. The pauses don’t have a set expiration date, according to the order, but will remain in effect until revoked.


We don’t expect, and I think lots of people out there don’t expect, the IRA to completely be blown up and be obliterated.

Marlene Motyka

Deloitte’s U.S. renewable energy leader


Northington said he finds it promising that Trump’s pick to head the Department of the Interior, former North Dakota governor Doug Burgum, has overseen the development of onshore wind in his state.

“I think that the Trump energy policies are, yes, anti-wind, but when it comes to getting something done, it’s more pro-oil and gas,” he said. “At the end of the day, to dismantle something requires effort and energy, and to ignore something takes much less energy.” 

However, Northington said he’s concerned that the high bureaucratic turnover of Trump’s first administration may continue in his second, and civil servants at agencies like the Bureau of Ocean Energy Management may decide to retire. People might say, “‘Okay. I stuck through round one — am I going to stick through round two?’” he said. “I think that can have a certain deleterious effect on things like getting permits through, or holding lease sales.”

Both solar and offshore wind continue to advance technologically, with promising innovations on the horizon. There are still “a lot of discussions going on about the future of offshore wind, about floating wind, about the development of the technology and the infrastructure needed on the West Coast to support floating wind,” Sanchez said.

The solar industry benefits each year from “continued improvements in efficiency of solar modules,” Smith said. “Now we’re using almost exclusively bifacial solar modules, which increase the energy yield.”

Marlene Motyka, Deloitte’s U.S. renewable energy leader, said she’s hopeful that solar cell technology will continue to advance with further innovations in materials like silicon and perovskite, and she’s excited about a December report from SEIA and Wood Mackenzie that said U.S. solar module factories are now equipped to meet nearly all domestic demand.

Motyka said Deloitte expects “good momentum” for the industry in 2025: “We don’t expect, and I think lots of people out there don’t expect, the IRA to completely be blown up and be obliterated.”

“There are a lot of things that have been coming together over time, and that’s not going to be stopped on a dime,” she said. “I’ve been involved in renewable energy for 17 years, and all of it is kind of coming together now. I think it’s still an exciting time.”

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TotalEnergies farms out 40% participating interest in certain licenses offshore Nigeria to Chevron

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Harbour Energy to Buy Waldorf Subsidiaries for $170MM

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Oil Drifts Lower Despite Geopolitical Tensions

Oil prices edged down in choppy trading, with US crude falling to the lowest since May, as weakness in US equities markets added to bearish sentiment about oversupply. West Texas Intermediate settled below $58 a barrel, the lowest since May, while global benchmark Brent slumped to the weakest in about two months. Diesel futures, which were down about 1.4%, were the biggest drag on the oil complex on Friday, while a selloff in US stocks compounded declines. Thin trading activity ahead of the Christmas and New Year holidays, as well as traders being cautious about deploying risk after a tough year for profits, also contributed to choppy trading. Growing consensus about supplies exceeding demand next year has pushed crude toward the lower end of a band it has traded in since mid-October. Some traders are positioning for further declines as bearish bets on Brent crude reached their highest in seven weeks, according to data released on Friday. The International Energy Agency on Thursday reiterated its prediction for an unprecedented surplus, although slightly below its forecast last month, and said global inventories have swollen to a four-year high. Geopolitical tensions may add some support to oil prices. President Donald Trump announced new sanctions on three of Venezuelan counterpart Nicolas Maduro’s nephews as well as six oil tankers, after the US seized a supertanker off the coast of the Latin American nation on Wednesday. The ship seizure was just the beginning of a new phase in the Trump administration’s ramped-up pressure campaign against the Venezuelan president, according to people familiar with the operation. The act of economic statecraft is designed to deny Maduro a lifeline of oil revenue and force him to relinquish power, the people said. A murky outlook for a peace deal to end Russia’s war in Ukraine, which could

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New Supertankers Sail Empty to Collect Oil

A shortage of oil tankers is becoming so acute that newly built vessels, which usually carry refined fuels on their maiden voyages, are instead racing empty to pick up crude as soon as possible.  Six supertankers that were delivered this year have traveled without cargoes from East Asia to load crude in the Middle East, Africa or the Americas, ship-tracking and fixtures data reviewed by Bloomberg and Signal Ocean show. That compares with just one such journey last year. The Atrebates was delivered in early November. It sailed empty from China to the Middle East to pick up a crude cargo from Iraq, and is now headed for Gibraltar. Tanker owners about to receive new ships almost always use them to carry fuels like gasoline on their maiden voyages to pick up crude. This makes both economic and geographical sense, given that oil products are cleaner than crude and the vessels won’t need to be washed after carrying them, and also because many of the ships are built in East Asia, which imports a lot of unprocessed oil and exports refined fuels. A severe shortage of tankers is now upending that logic. Oil producers — both within and outside OPEC — have ramped up output this year. Western sanctions on Russia and the risk of traveling through the Red Sea, meanwhile, have disrupted traditional routes, resulting in longer voyages and more ships being used. Smaller product tankers have also been drawn into the oil trade, while some traders have had to break up cargoes due to the lack of larger vessels, pushing up transport costs even further. The Baltic Dirty Tanker Index, which tracks rates to carry crude oil on 12 major routes, has jumped more than 50% since the end of July, while the Baltic Clean Tanker Index only rose 12%. “When very large crude carriers

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Analyst Looks at Natural Gas Price Moves

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EIA Ups Brent Price Forecast, Still Sees Drop in 2026

In its latest short term energy outlook (STEO), which was released on December 9, the U.S. Energy Information Administration (EIA) increased its Brent price forecast for 2025 and 2026 but still projected that the commodity will drop next year compared to 2025. According to its December STEO, the EIA now sees the Brent spot price averaging $68.91 per barrel this year and $55.08 per barrel next year. In its previous STEO, which was released in November, the EIA projected that the Brent spot price would average $68.76 per barrel in 2025 and $54.92 per barrel in 2026. The EIA’s October STEO forecast that the commodity would average $68.64 per barrel this year and $52.16 per barrel next year, and its September STEO saw the commodity coming in at $67.80 per barrel in 2025 and $51.43 per barrel in 2026. A quarterly breakdown included in the EIA’s latest STEO projected that the Brent spot price will average $63.10 per barrel in the fourth quarter of this year, $54.93 per barrel in the first quarter of next year, $54.02 per barrel in the second quarter, $55.32 per barrel in the third quarter, and $56.00 per barrel in the fourth quarter of 2026. The commodity averaged $75.83 per barrel in the first quarter of this year, $68.01 per barrel in the second quarter, and $69.00 per barrel in the third quarter, the EIA’s December STEO showed. It also pointed out that the Brent spot price averaged $80.56 per barrel overall last year. In its December STEO, the EIA highlighted that the Brent crude oil spot price averaged $64 per barrel in November, which it pointed out was $11 per barrel lower than in November 2024. “Crude oil prices continue to fall as growing crude oil production outweighs the effect of increased drone attacks

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BP Starts Up Atlantis Expansion Project in US Gulf

BP PLC said Thursday it has put onstream an expansion project in the Atlantis field in the Gulf of America that will add 15,000 barrels of oil equivalent a day to the deepwater development’s production capacity. Atlantis Drill Center 1 Expansion, BP’s “seventh upstream major project startup of the year”, ties back two wells to the subsea hub via new pipelines, according to the British operator. Atlantis, discovered 1998, has been producing for nearly 20 years and has one of BP’s longest-running platforms in the U.S. Gulf. The field also contains BP’s deepest moored floating platform in the U.S. Gulf, operating in 7,074 feet of water about 150 miles south of New Orleans, according to the company. Atlantis currently has a declared peak output of 200,000 barrels of oil and 180 million cubic feet of gas per day. “Atlantis Drill Center 1 caps off an excellent year of seven major project start-ups for BP. This project supports our plans to safely grow our upstream business, which includes increasing U.S. production to around one million barrels of oil equivalent per day by 2030”, Gordon Birrell, BP executive vice president for production and operations, said in an online statement. BP said, “BP delivered the Atlantis Drill Center 1 expansion project two months ahead of its original schedule by utilizing existing subsea inventory, drilling and completing wells more efficiently, and streamlining offshore execution planning. This is BP’s fifth major startup that has been delivered ahead of schedule this year”. Atlantis Drill Center 1 Expansion is one of three U.S. Gulf projects on a list of 10 upstream projects across BP’s global portfolio that the company aims to complete by 2027. On August 4 BP announced the start of production at Argos Southwest Extension, adding 20,000 bpd of capacity to the Argos platform, which started

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FinOps Foundation sharpens FOCUS to reduce cloud cost chaos

“The big change that’s really started to happen in late 2024 early 2025 is that the FinOps practice started to expand past the cloud,” Storment said. “A lot of organizations got really good at using FinOps to manage the value of cloud, and then their organizations went, ‘oh, hey, we’re living in this happily hybrid state now where we’ve got cloud, SaaS, data center. Can you also apply the FinOps practice to our SaaS? Or can you apply it to our Snowflake? Can you apply it to our data center?’” The FinOps Foundation’s community has grown to approximately 100,000 practitioners. The organization now includes major cloud vendors, hardware providers like Nvidia and AMD, data center operators and data cloud platforms like Snowflake and Databricks. Some 96 of the Fortune 100 now participate in FinOps Foundation programs. The practice itself has shifted in two directions. It has moved left into earlier architectural and design processes, becoming more proactive rather than reactive. It has also moved up organizationally, from director-level cloud management roles to SVP and COO positions managing converged technology portfolios spanning multiple infrastructure types. This expansion has driven the evolution of FOCUS beyond its original cloud billing focus. Enterprises are implementing FOCUS as an internal standard for chargeback reporting even when their providers don’t generate native FOCUS data. Some newer cloud providers, particularly those focused on AI infrastructure, are using the FOCUS specification to define their billing data structures from the ground up rather than retrofitting existing systems. The FOCUS 1.3 release reflects this maturation, addressing technical gaps that have emerged as organizations apply cost management practices across increasingly complex hybrid environments. FOCUS 1.3 exposes cost allocation logic for shared infrastructure The most significant technical enhancement in FOCUS 1.3 addresses a gap in how shared infrastructure costs are allocated and

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Aetherflux joins the race to launch orbital data centers by 2027

Enterprises will connect to and manage orbital workloads “the same way they manage cloud workloads today,” using optical links, the spokesperson added. The company’s approach is to “continuously launch new hardware and quickly integrate the latest architectures,” with older systems running lower-priority tasks to serve out the full useful lifetime of their high-end GPUs. The company declined to disclose pricing. Aetherflux plans to launch about 30 satellites at a time on SpaceX Falcon 9 rockets. Before the data center launch, the company will launch a power-beaming demonstration satellite in 2026 to test transmission of one kilowatt of energy from orbit to ground stations, using infrared lasers. Competition in the sector has intensified in recent months. In November, Starcloud launched its Starcloud-1 satellite carrying an Nvidia H100 GPU, which is 100 times more powerful than any previous GPU flown in space, according to the company, and demonstrated running Google’s Gemma AI model in orbit. In the same month, Google announced Project Suncatcher, with a 2027 demonstration mission planned. Analysts see limited near-term applications Despite the competitive activity, orbital data centers won’t replace terrestrial cloud regions for general hosting through 2030, said Ashish Banerjee, senior principal analyst at Gartner. Instead, they suit specific workloads, including meeting data sovereignty requirements for jurisdictionally complex scenarios, offering disaster recovery immune to terrestrial risks, and providing asynchronous high-performance computing, he said. “Orbital centers are ideal for high-compute, low-I/O batch jobs,” Banerjee said. “Think molecular folding simulations for pharma, massive Monte Carlo financial simulations, or training specific AI model weights. If the job takes 48 hours, the 500ms latency penalty of LEO is irrelevant.” One immediate application involves processing satellite-generated data in orbit, he said. Earth observation satellites using synthetic aperture radar generate roughly 10 gigabytes per second, but limited downlink bandwidth creates bottlenecks. Processing data in

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Here’s what Oracle’s soaring infrastructure spend could mean for enterprises

He said he had earlier told analysts in a separate call that margins for AI workloads in these data centers would be in the 30% to 40% range over the life of a customer contract. Kehring reassured that there would be demand for the data centers when they were completed, pointing to Oracle’s increasing remaining performance obligations, or services contracted but not yet delivered, up $68 billion on the previous quarter, saying that Oracle has been seeing unprecedented demand for AI workloads driven by the likes of Meta and Nvidia. Rising debt and margin risks raise flags for CIOs For analysts, though, the swelling debt load is hard to dismiss, even with Oracle’s attempts to de-risk its spend and squeeze more efficiency out of its buildouts. Gogia sees Oracle already under pressure, with the financial ecosystem around the company pricing the risk — one of the largest debts in corporate history, crossing $100 billion even before the capex spend this quarter — evident in the rising cost of insuring the debt and the shift in credit outlook. “The combination of heavy capex, negative free cash flow, increasing financing cost and long-dated revenue commitments forms a structural pressure that will invariably finds its way into the commercial posture of the vendor,” Gogia said, hinting at an “eventual” increase in pricing of the company’s offerings. He was equally unconvinced by Magouyrk’s assurances about the margin profile of AI workloads as he believes that AI infrastructure, particularly GPU-heavy clusters, delivers significantly lower margins in the early years because utilisation takes time to ramp.

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New Nvidia software gives data centers deeper visibility into GPU thermals and reliability

Addressing the challenge Modern AI accelerators now draw more than 700W per GPU, and multi-GPU nodes can reach 6kW, creating concentrated heat zones, rapid power swings, and a higher risk of interconnect degradation in dense racks, according to Manish Rawat, semiconductor analyst at TechInsights. Traditional cooling methods and static power planning increasingly struggle to keep pace with these loads. “Rich vendor telemetry covering real-time power draw, bandwidth behavior, interconnect health, and airflow patterns shifts operators from reactive monitoring to proactive design,” Rawat said. “It enables thermally aware workload placement, faster adoption of liquid or hybrid cooling, and smarter network layouts that reduce heat-dense traffic clusters.” Rawat added that the software’s fleet-level configuration insights can also help operators catch silent errors caused by mismatched firmware or driver versions. This can improve training reproducibility and strengthen overall fleet stability. “Real-time error and interconnect health data also significantly accelerates root-cause analysis, reducing MTTR and minimizing cluster fragmentation,” Rawat said. These operational pressures can shape budget decisions and infrastructure strategy at the enterprise level.

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Arista goes big with campus wireless tech

In a white paper describing how VESPA works, Arista wrote: The first component of VESPA involves Arista access points creating VXLAN tunnels to Arista switches serving as WLAN Gateways…. Second, as device packets arrive via the AP, it dynamically creates an Ethernet Segment Identifier (Type 6 ESI) based on the AP’s VTEP IP address. These dynamically created tunnels can scale to 30K ESI’s spread across paired switches in the cluster which provide active/active load sharing (performance+HA) to the APs. Third, the gateway switches use Type 2 EVPN NLRI (Network Layer Reachability Information) to learn and exchange end point MAC addresses across the cluster. … With this architecture, adding more EVPN WLAN gateways scales both AP and user connections, to tens of thousands of end points. To manage the forwarding information for hundreds of thousands of clients (e.g: FIB next hop and rewrite) would prove very complex and expensive if using conventional networking solutions. Arista’s innovation is to distribute this function across the WiFi access points with a unique MAC Rewrite Offload feature (MRO). With MRO, the access point is responsible for servicing mobile client ARP requests (using its own mac address), building a localized MAC-IP binding table, and forwarding client IP addresses to the WLAN gateways with the APs MAC address. The WLAN Gateways therefore only learns one (MAC) address for all the clients associated with the AP. This improves the gateway’s scaling from 10X to 100X, allowing these cost effective gateways to support hundreds of thousands of clients attached to the APs. AVA system gets a boost In addition to the new wireless technology, Arista is also bolstering the capabilities of its natural-language, generative AI-based Autonomous Virtual Assist (AVA) system for delivering network insights and AIOps.  AVA is aimed at providing an intelligent assistant that’s not there to replace

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Most significant networking acquisitions of 2025

Cisco makes two AI deals: EzDubs and NeuralFabric Last month Cisco completed its acquisition of EzDubs, a privately held AI software company with speech-to-speech translation technology. EzDubs translates conversations across 31 languages and will accelerate Cisco’s delivery of next-generation features, such as live voice translation that preserves the characteristics of speech, the vendor stated. Cisco plans to incorporate EzDubs’ technology in its Cisco Collaboration portfolio. Also in November, Cisco bought AI platform company NeuralFabric, which offers a generative AI platform that lets organizations develop domain-specific small language models using their own proprietary data. Coreweave buys Core Scientific Nvidia-backed AI cloud provider CoreWeave acquired crypto miner Core Scientific for about $9 billion, giving it access to 1.3 gigawatts of contracted power to support growing demand for AI and high-performance computing workloads. CoreWeave said the deal augments its vertical integration by expanding its owned and operated data center footprint, allowing it to scale GPU-powered services for enterprise and research customers. F5 picks up three: CalypsoAI, Fletch and MantisNet F5 acquired Dublin, Ireland-based CalypsoAI for $180 million. CalypsoAI’s platform creates what the company calls an Inference Perimeter that protects across models, vendors, and environments. F5 says it will integrate CalypsoAI’s adaptive AI security capabilities into its F5 Application Delivery and Security Platform (ADSP). F5’s ADSP also stands to gain from F5’s acquisition of agentic AI and threat management startup Fletch. Fletch’s technology turns external threat intelligence and internal logs into real-time, prioritized insights; its agentic AI capabilities will be integrated into ADSP, according to F5. Lastly, F5 grabbed startup MantisNet to enhance cloud-native observability in F5’s ADSP. MantisNet leverages extended Berkeley Packet Filer (eBPF)-powered, kernel-level telemetry to provide real-time insights into encrypted protocol activity and allow organizations “to gain visibility into even the most elusive traffic, all without performance overhead,” according to an F5 blog

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

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

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

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

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2025 playbook for enterprise AI success, from agents to evals

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

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

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

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