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LG rolls out new AI services to help consumers with daily tasks

Join our daily and weekly newsletters for the latest updates and exclusive content on industry-leading AI coverage. Learn More LG kicked off the AI bandwagon today with a new set of AI services to help consumers in their daily tasks at home, in the car and in the office. The aim of LG’s CES 2025 […]

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LG kicked off the AI bandwagon today with a new set of AI services to help consumers in their daily tasks at home, in the car and in the office.

The aim of LG’s CES 2025 press event was to show how AI will work in a day of someone’s life, with the goal of redefining the concept of space, said William Joowan Cho, CEO of LG Electronics at the event. The presentation showed LG is fully focused on bringing AI into just about all of its products and services.

Cho referred to LG’s AI efforts as “affectionate intelligence,” and he said it stands out from other strategies with its human-centered focus.

The strategy focuses on three things: connected devices, capable AI agents and integrated services. One of things the company announced was a strategic partnership with Microsoft on AI innovation, where the companies pledged to join forces to shape the future of AI-powered spaces.

One of the outcomes is that Microsoft’s Xbox Ultimate Game Pass will appear via Xbox Cloud on LG’s TVs, helping LG catch up with Samsung in offering cloud gaming natively on its TVs. LG Electronics will bring the Xbox App to select LG smart TVs. That means players with LG Smart TVs will be able to explore the Gaming Portal for direct access to hundreds of games in the Game Pass Ultimate catalog, including popular titles such as Call of Duty: Black Ops 6, and upcoming releases like Avowed (launching February 18, 2025).

Xbox Game Pass Ultimate members will be able to play games directly from the Xbox app on select LG Smart TVs through cloud gaming.

With Xbox Game Pass Ultimate and a compatible Bluetooth-enabled wireless controller, players will be able to play games through the Xbox app (available in LG’s Gaming Portal) via cloud gaming. Xbox Game Pass Ultimate members can also play select games they own beyond the Game Pass catalog, such as NBA 2K25, Hogwarts Legacy, and more.

“We are thrilled to announce the partnership with Xbox, which aims to enrich the gaming experience on LG Smart TVs with a broader selection of popular games,” said Chris Jo, senior vice president of platform business at LG Media Entertainment Solution Company, in a statement. “The Gaming Portal will provide users with a seamless, convenient and exciting way to enhance the gaming experience on LG Smart TVs.”

“Our partnership with LG will help players easily discover and play games through the new Gaming Portal on LG Smart TVs,” said Lori Wright, Corporate Vice President of Xbox, in a statement. “We’re fortunate to have a great partner in LG who LG recently acquired Athom, a startup aimed at integrated services and LG will use this to unify its hundreds of millions of devices and 170 brands to make it easier to generate AI services and work with other platforms.”

LG said it has taken a comprehensive approach of developing capable AI agents integrated with the services of partners to offer AI in a more scalable and faster way.

One demo showed a cute little rolling robot dubbed Q9, which uses AI to talk to a family in the home in a conversational way.

Ultimately, LG wants to take the labor out of home life. It wants to create a seamless zero labor home via LG’s home-focused OS and core LG appliance technologies, all unified via AI in a way that adapts to our lifestyles.

“It’s a deeply personalized experience with dynamic services that evolve to the customer’s environment,” LG said.

It will have a variety of hubs in our lives for AI, like self-driving hubs that will evolve responses based on circumstances. In a demo, the AI talks via voice to the driver of a car, saying there is an accident ahead and suggesting an alternate route. On top of that, the AI says you probably won’t make your meeting on time and asks if the driver would like to initiate the call from the car.

The car can detect a change in vital signs for the driver, like an increase in heart rate, and it can suggest to calm the driver’s nerves by playing a focus and relaxation play list.

LG promised to help consumers with complex relationships with content, finding free content where possible and dealing with multiple subscriptiosn in the home.

Priscilla Higa of LG vehicle solutions sales said in the press event that LG AI wants mobility in the car to be a highly personalized experience in the space of the car. So the solutions you get in the car are tailored to the moment.

“The mobility experience is enhanced by AI, like a thoughtful assistant on the move,” Higa said.

LG introduced a lot of its new products, such as new TVs, for CES 2025 during the month of December.

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Delays in TSMC’s Arizona plant spark supply chain worries

Delays at TSMC’s Arizona plant could compel its customers to rely on Taiwan-based facilities, leaving them vulnerable to geopolitical risks tied to Taiwan’s dominance in semiconductor production. “This situation could also delay the rollout of next-generation products in the US market, affecting timelines for AI, gaming, and high-performance computing innovations,”

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SASE 2025: Impact grows despite adoption hurdles

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Orsted CEO says 2024 ops performed ‘well’ despite US impairment

Orsted said on Monday that it expects to record an operating profit of 24.8 billion Danish kroner (US$3.4b) for 2024, a slight uptick on 2023, despite being hit with a hefty US impairment bill. On an investor call on Tuesday, the group’s president and chief executive Mads Nipper said operations “continue to perform well”. The company said in a statement that annual earnings before interest, taxes, depreciation and amortisation (EBITDA) for 2024 were “in line with guidance”. Nipper said operational earnings from onshore and offshore assets were the “main contributors” to operating profit last year and have “delivered in line” with expectations. In 2023, Orsted recorded group EBITDA of 24b kroner ($3.3b) excluding new partnerships and cancellation fees, a majority of which came from its offshore wind businesses. The company said on Monday that it was hit by a 12.1b kroner ($1.6b) impairment in the US market related to interest rate increase, seabed leases, and delays to the 924MW offshore wind farm Sunrise Wind. Nipper said a defect in the high-voltage direct current (HVDC) cable had forced the company to change the construction set-up at Sunrise, necessitating a redesign, with ongoing final tests expected to be finalised in Q1 2025 and result in increased vessel costs. Orsted also expects to record an impairment of 3.5b kroner ($489.1m) due to the “reduced” book value of seabed leases off the costs of New Jersey, Maryland and Delaware. It recorded a 75 basis-point increase in the weighted average cost of capital in the fourth quarter due to an increase in long-dated US interest rates, leading to an impairment of 4.3b kroner ($600m) relating to these “adverse developments” in the US market. Nipper described the impairments and construction challenges as “very disappointing”, adding that the change in interest rates had led to a “decrease

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Humber Renewables Awards opens for nominations

The 2025 edition of the Humber Renewables Awards has opened for applications across its nine award categories. Delivered by Humber Marine & Renewables, the winners will be unveiled at the Hull Doubletree by Hilton Hotel on 1 May as the finale to the two-day Offshore Wind Connections event. RWE, headline sponsor of OWC 2025, is backing the event once again with OWC returning for its third year. Having first launched in 2023, OWC is set to bring together hundreds of industry leaders in Hull this spring to share best practice, explore innovation and update on project and policy developments. Current Humber Renewables Champion Camilla Carlbom Flinn, the vice chair of Humber Marine & Renewables, has been instrumental in the organisation’s development – including the merger with Grimsby Renewables Partnership and the recent significant funding win from Maritime UK. Launching 2025’s event, Carlbom Flinn said: “Humber Marine & Renewables is delighted to bring these two events forward together once again. “Set against a backdrop of ongoing work to build capacity of offshore wind in the near North Sea, a huge contract win for Siemens Gamesa, and a continued focus on security and supply of energy – across all forms – it promises to be a fascinating couple of days. “When it comes to the awards, I now know first-hand what an incredibly proud and humbling feeling it is to be recognised by your peers, and I’d encourage all with a stake in the sector to get on board and enter in 2025. “Preparations for this year’s events are going well, and I look forward to seeing the renewables industry convene for a vital two days of insight and inspiration.” The Humber area has become a growing hub for the UK’s renewable energy sector, with both hydrogen and carbon capture and storage

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EIA Forecasts Continued Increasing USA Crude Oil Production in 2025, 2026

The U.S. Energy Information Administration (EIA) revealed its latest U.S. crude oil production forecasts in its January short term energy outlook (STEO), which was published on January 14 and completed its forecast on January 9. In that STEO, the EIA projected that U.S. crude oil production, including lease condensate, will average 13.55 million barrels per day in 2025 and 13.62 million barrels per day in 2026. The EIA’s previous STEO, which was published in December, forecast that U.S. crude oil production would average 13.52 million barrels per day in 2025. The EIA’s December STEO did not include a U.S. crude oil production forecast for 2026. In its latest STEO, the EIA projected that Lower 48 states, excluding the Gulf of Mexico, will make up 11.32 million barrels per day of the 2025 total. The Federal Gulf of Mexico was projected to make up 1.82 million barrels per day and Alaska was expected to contribute 0.41 million barrels per day of the 2025 total, the STEO showed. In 2026, Lower 48 states, excluding the Gulf of Mexico, will make up 11.42 million barrels per day of that year’s total, according to the STEO. The Federal Gulf of Mexico will contribute 1.80 million barrels per day and Alaska will contribute 0.40 million barrels per day of the 2026 total, the STEO outlined. The EIA’s December STEO projected that Lower 48 states, excluding the Gulf of Mexico, would make up 11.31 million barrels per day of the 2025 total. It forecast that the Federal Gulf of Mexico would contribute 1.81 million barrels per day and Alaska would contribute 0.41 million barrels per day of the 2025 total. A quarterly breakdown included in the EIA’s January STEO projected that U.S. crude oil output will come in at 13.41 million barrels per day in the

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Trump taps Mark Christie to lead FERC, replacing Willie Phillips

President Donald Trump on Monday elevated Mark Christie to chairman of the Federal Energy Regulatory Commission, replacing Willie Phillips, a Democrat. In a statement, Christie said he would continue to emphasize his three top priorities, including “the need for FERC to protect consumers from excessive power costs.” Christie, for example, has repeatedly called for advancing a pending rulemaking that would reduce incentives utilities and other transmission owners have for building power lines. As chairman, Christie could advance that priority. Also, Christie said he has repeatedly warned that the United States faces a reliability crisis driven by the pace of power plant retirements without adequate replacement generation. “The arithmetic doesn’t work,” Christie said at a May 2023 Senate Energy and Natural Resources Committee hearing. “This problem is coming. It’s coming quickly. The red lights are flashing.” He said he has emphasized the important role of states and their utility regulators in meeting reliability and affordability challenges. “A close partnership between FERC and the states is absolutely essential to address these problems,” Christie said in the statement. “I look forward to continuing to work with my fellow commissioners, who are wonderful colleagues, and with FERC’s very knowledgeable, professional and dedicated staff.” FERC has five commissioners, three Democrats and two Republicans. Christie’s term ends June 30 and Phillips’ term expires a year later. Republicans won’t be able to have a majority until Phillips leaves or unless another Democratic commissioner — David Rosner or Judy Chang — leaves their seat early. Lindsay See is FERC’s other Republican commissioner. Christie joined FERC on Jan. 4, 2021, after having been nominated by President Trump in July 2020. Before joining FERC, Christie was chairman of the Virginia State Corporation Commission, where he served for 17 years.

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Moss Landing battery fire sparks calls to improve safety, ‘accountability’ for industry

Dive Brief: The dramatic fire that destroyed most of a 300-MW array at Vistra Energy’s 750-MW Moss Landing Energy Storage Facility late last week drew intense concern from local elected officials and may foretell closer scrutiny of utility-scale lithium-ion battery installations in California and nationwide. Monterey County Supervisor Glenn Church called the incident a “worst-case scenario,” comparing it to the partial meltdown at the Three Mile Island nuclear power plant in 1979, while California Assemblymember Dawn Addis, D, called for “transparency and accountability” and said she was “exploring all options for preventing future battery energy storage fires from ever occurring again on the Central Coast.”  A spokesperson for the American Clean Power Association, a trade group that advocates for the energy storage industry, pushed back on comparisons to the Three Mile Island incident — cleanup of which took 12 years and cost $973 million — and said operational U.S. energy storage facilities had seen only 20 fire-related incidents in the past 10 years, despite energy storage deployment growing by more than 25,000% since 2018. Dive Insight: Fire broke out at Moss Landing around 3 p.m. local time Thursday and burned out of control through the night, with local newscasts showing flames shooting hundreds of feet into the air.  Officials closed nearby Highway 1, a major thoroughfare between Santa Cruz and the San Francisco Bay Area, and ordered about 1,200 residents to evacuate. The evacuation orders were lifted Friday evening as air quality monitors showed “no threat to human health,” officials said. No injuries or deaths were reported. Though investigators have yet to determine the cause of the blaze, North County Fire Protection District Chief Joel Mendoza said Friday that a fire suppression system housed within one of the facility’s battery racks had failed, allowing the fire to spread. A Vistra

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Aramco CEO Sees ‘Good’ China Oil Demand Driving Growth

China is still driving growth in global oil demand, the head of Saudi Aramco said, dismissing concerns about peaking consumption in the world’s biggest energy user.  “We still see good demand coming out of China,” Aramco’s Chief Executive Officer Amin Nasser said in a Bloomberg television interview in Davos. The country, along with India, make up about 40% of the rise in global consumption and, “demand is increasing year on year.” Aramco has long been positive about demand in China, its largest market and a target for major investments, even as the Asian nation was sluggish to recover from the coronavirus pandemic. Nasser’s said back in October that he was bullish on China after a series of government stimulus measures aimed at reviving the economy. The optimism contrasts with signals of a slowdown, with even the country’s largest energy producer, China National Petroleum Corp., predicting oil demand may cease growing after 2025 as a shift toward electric vehicles gathers pace. Nasser said that while the EV push will erode gasoline demand, the country’s appetite for chemicals produced from oil will keep expanding. “Even with the transition and going to electric vehicles, you need oil as a feedstock to produce the materials that would be required for any transition,” Nasser said. “The growth is still there.” Aramco has invested in several refineries in China that can churn out more chemical products and less transport fuel. The company aims to take stakes 10%-20% in such projects while securing contracts to supply about 60% of the facility’s oil needs, thereby locking in long-term demand, Nasser said. Oil Slowdown Last year, Asia’s biggest economy increased oil use by just 180,000 barrels a day — less than a fifth of the rise seen in 2023 — as it grappled with an array of economic challenges, according to the International Energy Agency.

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US GPU export limits could bring cold war to AI, data center markets

Eighteen countries, including the UK, Canada, Sweden, France, Germany, Japan, and South Korea, are exempted from the AI export caps. The Biden administration had previously banned the export of some powerful AI chips to China, Russia, and other adversaries in rules from 2022 and 2023. But other countries friendly to the US, including Mexico, Israel, India, and Saudi Arabia, would be subject to the quotas. The export limits would take effect 120 days from the Jan. 13 order, and it’s unclear whether the incoming Trump administration will amend or rewrite the rule, although Trump has targeted China as a primary economic competitor of the US. The cost of AI In addition to cutting off most of the world from large AI chip purchases, the rule will force countries such as China and Russia to pump up their own AI capabilities, ultimately reducing US AI leadership, claims Aible’s Sengupta.

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Sustainability, grid demands, AI workloads will challenge data center growth in 2025

Cloud training for AI models Uptime believes that most AI models will be trained in the cloud rather than on dedicated enterprise infrastructure, as cloud services provide a more cost-effective way to fine-tune foundation models for specific use cases. The incremental training required to fine-tune a foundation model can be done cost-effectively on cloud platforms without the need for a large, expensive on-premises cluster. Enterprises can leverage on-demand cloud resources to customize the foundation model as needed, without investing the capital and operational costs of dedicated hardware. “Because fine-tuning requires only a relatively small amount of training, for many it just wouldn’t make sense to buy a huge, expensive dedicated AI cluster for this purpose. The foundation model, which has already been trained by someone else, has taken the burden of most of the training away from us,” said Dr. Owen Rogers, research director for cloud computing at Uptime. “Instead, we could just use on-demand cloud services to tweak the foundation model for our needs, only paying for the resources we need for as long as we need them.” Data center collaboration with utilities Uptime expects new and expanded data center developers will be asked to provide or store power to support grids. That means data centers will need to actively collaborate with utilities to manage grid demand and stability, potentially shedding load or using local power sources during peak times. Uptime forecasts that data center operators “running non-latency-sensitive workloads, such as specific AI training tasks, could be financially incentivized or mandated to reduce power use when required.” “The context for all of this is that the [power] grid, even if there were no data centers, would have a problem meeting demand over time. They’re having to invest at a rate that is historically off the charts. It’s not just

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UK Government’s Bold AI Plan: A Game-Changer for Data Centers and Economic Growth?

The UK government has presently announced its comprehensive “AI Opportunities Action Plan,” positioning artificial intelligence as a cornerstone for economic growth and public service transformation over the next decade. The bold initiative, spearheaded by Prime Minister Keir Starmer, aims to make Britain a global leader in AI development and adoption, with significant implications for the data center industry.   Britain’s ambitious AI roadmap taps into the growing synergy between artificial intelligence and data infrastructure. With dedicated AI Growth Zones and a focus on sustainable energy, the UK is setting the stage for an AI-driven economy that aligns with the next generation of data center demands. The data center industry should watch these developments closely, as they signal opportunities for long-term growth in a rapidly evolving market.   AI Infrastructure Prioritization Meets Major Private Sector Investments    The UK government plan introduces “AI Growth Zones,” areas designed to streamline planning approvals for data centers and enhance access to energy infrastructure.  These zones will focus on de-industrialized regions, providing a dual benefit of revitalizing local economies and accelerating the rollout of AI infrastructure. The first such zone will be established in Culham, Oxfordshire, leveraging local expertise in sustainable energy research, including fusion technologies.   Leading tech firms, including Vantage Data Centers, Nscale, and Kyndryl, have committed £14 billion to AI infrastructure development under the plan, creating 13,250 jobs across the UK, according to a press release.  Vantage Data Centers alone plans to invest over £12 billion to establish one of Europe’s largest campuses in Wales and additional facilities nationwide, generating 11,500 jobs.   Plan Harnesses AI for Both Public, Private Sectors  A significant component of the plan is a proposed 20x increase in public compute capacity by 2030, starting with the development of a new supercomputer to support AI innovation. Alongside this supercharging of

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Prologis and Skybox Advance Warehouse Conversion Strategy with Illinois Data Center Sale

Prologis, among the global leaders in industrial real estate, has taken another major step into the data center market with the sale of a newly developed turnkey data center in Illinois. With the deal for the sale announced last December, partnering with Skybox Datacenters, Prologis had initially converted one of its existing warehouses into a 32 megawatt (MW) facility, demonstrating as far back as 2021 the growing appeal of adaptive reuse for digital infrastructure. As reported by Data Center Dynamics’ Dan Swinhoe: “Skybox said the facility was located in the Elk Grove village area of the city. Images shared by Skybox and Prologis suggest it was Chicago 1, the data center the two companies completed in early 2022 […] DCD reached out for more information. Prologis confirmed Chicago 1 has been sold; the powered shell has been completed, with the turnkey development is in process. The facility spans 190,000 sq ft on a ten-acre site.” The converted facility’s buyer, HMC Capital, sees this acquisition as a marquee asset for its newly launched DigiCo Infrastructure REIT, which targets high-quality data center investments across the United States and Australia. The deal highlights the rapid evolution of Prologis’ data center strategy and the increasing convergence of industrial real estate and digital infrastructure. Prologis’ Growing Presence in Data Centers Prologis is no stranger to data center development, having been featured in prior DCF coverage for its strategic moves into the rapidly burgeoning sector. The Illinois project reflects Prologis’ focus on unlocking higher-value uses for its vast portfolio of warehouses.  According to Dan Letter, President of Prologis, “Warehouse conversions in key markets offer a compelling growth opportunity while delivering outsized returns to our investors and meeting customer demand for digital infrastructure.” To support this strategy, Prologis has aggressively scaled its power procurement capabilities, securing 1.6

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President Biden’s Executive Order on AI Data Center Construction: Summary and Commentary

Issued this week, President Biden’s “Executive Order on Advancing United States Leadership in Artificial Intelligence Infrastructure” represents a transformative policy moment for the data center industry if implemented, underscoring the convergence of two equally transformative forces: the AI revolution and the clean energy transition. For the data center industry, the policy marks a clear shift toward a strategic, mission-critical role in national security and economic resilience. The Executive Order’s vision also aligns with definitively emerging trends in the contemporary data center industry, particularly the pivot toward sustainability and energy efficiency. The policy’s emphasis on clean energy infrastructure—whether through nuclear, geothermal, or long-duration storage—addresses the industry’s growing focus on renewable power. However, executing this vision will require massive investments in grid modernization and streamlined permitting processes, which have historically been bottlenecks for large-scale infrastructure projects. The directive to align new AI electricity demands with clean energy sources puts a spotlight on the challenges posed by AI’s computational intensity. Hyperscale operators and colocation providers will need to redouble their rethinking of power procurement strategies, with a renewed focus on distributed energy resources and partnerships with utility providers. Additionally, the Executive Order’s call for high labor standards and community engagement reflects growing federal acknowledgment of data centers’ societal footprint. While the industry has made strides in community outreach, such measures ensure data center developments are not just sustainable but also equitable, creating jobs and fostering goodwill in the communities where they operate. For what it explicitly defines as “frontier AI data centers,” the Executive Order also seeks to provide a regulatory framework to streamline development, while ensuring robust cybersecurity and supply chain integrity. Importantly though, balancing the urgency of AI infrastructure development with the complex demands of energy transition and national security will require unprecedented levels of public-private collaboration. The Executive Order apparently isn’t just

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Edged Data Centers Builds for the Future On Heels of Innovative Nuclear Power Partnership

MERLIN Properties and Edged Energy to Build Gigawatt-Scale AI Data Center Campuses in Spain To wit, in a furtherance of its groundbreaking partnership in Europe, MERLIN Properties and Edged Energy are collaborating with the regional government of Extremadura, Spain, to establish two state-of-the-art data center campuses. These facilities, designed to support the burgeoning demand for generative AI and advanced computing, promise to set new standards for sustainability and efficiency in the data center industry. A Vision for Sustainability and Growth in Extremadura The data centers, located in Navalmoral de la Mata (Cáceres Province) and Valdecaballeros (Badajoz Province), will each deliver up to 1 GW of IT capacity. Featuring industry-leading innovations, the campuses will boast an average PUE of 1.15, ensuring ultra-efficient operations. Edged says the project represents a significant leap forward in green data center development, aligning with Extremadura’s commitment to leveraging innovation and technology for economic and environmental progress. “Our mission is to create data centers for positive impact, and we are proud to contribute to the Iberian Peninsula’s growing digital economy,” said Jakob Carnemark, CEO of Edged Energy. “The region offers unprecedented fiber connectivity with massive submarine connections worldwide and boasts reliable, abundant, and low-cost renewable energy.” Harnessing Renewable Energy and Cutting-Edge Cooling Technology The Extremadura facilities will operate entirely on electricity from renewable sources, capitalizing on the region’s vast sustainable energy capacity. Extremadura currently produces six times the electricity it consumes, making it an ideal location for gigawatt-scale data centers. The project’s waterless cooling system, ThermalWorks, will enable the facilities to operate without consuming water, a critical innovation for such regions with limited water resources. The system will support ultra-high rack densities of up to 200kW per rack to accommodate the advanced computing demands of AI workloads. Strategic Location and Connectivity The Iberian Peninsula is rapidly becoming

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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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