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USA Ramps Up Pressure on Russia With Fresh Energy Sanctions

The US imposed its most aggressive sanctions on Russia’s oil industry yet as the Biden administration looks for last-minute ways to boost Ukraine’s leverage in possible peace negotiations after Donald Trump takes office. The measures announced Friday targeted two firms that handle more than a quarter of Russia’s seaborne oil exports, as well as vital […]

The US imposed its most aggressive sanctions on Russia’s oil industry yet as the Biden administration looks for last-minute ways to boost Ukraine’s leverage in possible peace negotiations after Donald Trump takes office.

The measures announced Friday targeted two firms that handle more than a quarter of Russia’s seaborne oil exports, as well as vital insurers and traders linked to hundreds of cargoes. The US also broadened sanctions on tankers that have already proved disruptive.

In a statement, Treasury Secretary Janet Yellen said the moves are aimed at “ratcheting up the sanctions risk associated with Russia’s oil trade, including shipping and financial facilitation in support of Russia’s oil exports.”

Friday’s measures move well beyond previous sanctions measures the US has rolled out against Russia as part of efforts to choke off its war machine following the invasion of Ukraine in 2022. While Trump could lift the sanctions at any time, he may find it politically unpalatable to do so given the broad bipartisan support in Washington for Ukraine. 

The main target of the sanctions, done in coordination with the UK, are major Russian energy companies — Gazprom Neft and Surgutneftegas. The two firms exported about 970,000 barrels a day of oil by sea in the first 10 months of 2024, about 30% of the nation’s total flows on tankers, data compiled by Bloomberg show.

The US is also sanctioning more than two dozen of the companies’ subsidiaries as well as more than 180 vessels, many of which are associated with Russia’s so-called shadow fleet. The latest action doubles the number of targeted oil tankers. There are currently 135 tankers sanctioned by the European Union, UK and US, with many of them blacklisted by some combination of the three.

The moves appear likely to disrupt the nation’s exports of petroleum and Moscow’s supply chain. The global oil market is braced for a surplus of almost 1 million barrels a day this year, but a material loss of Russian supply would eat into that.

Of all the sanctions on Russia’s oil trade, those imposed by the US have proven to have the most bite. Before Friday, the Office of Foreign Assets Control had designated 39 tankers that transport Russian petroleum since October 2023. Only six have subsequently lifted cargoes, according to ship-tracking data compiled by Bloomberg.

Key oil traders, oilfield service providers, insurance companies and energy officials are also being sanctioned.

The targeting of Moscow-based Ingosstrakh Insurance Co. in particular will raise questions about the wider protection of tankers moving the nation’s oil against risks including spills, collisions and — more recently — damage to subsea cables. Ingosstrakh is pivotal in covering vessels moving Russian cargoes to India and its role in the oil export trade grew after the war in Ukraine started, an investigation by Bloomberg and Danwatch, a Danish nonprofit, showed in October.

The US is also sanctioning Rosnefteflot, the shipping arm of the Russian oil company Rosneft. Rosneft itself is subject to some earlier restrictions but was not specifically singled out in this new round of sanctions.

Separately, the US State Department is sanctioning two liquefied natural gas projects as well as a large Russian oil project, the Treasury Department said.

The new measures fit with a broader Biden administration effort to increase Ukraine’s bargaining power if it’s forced into peace talks with Russia after Trump takes office. Another US official told reporters the White House has informed the Trump transition team about their plans, but didn’t coordinate with the incoming administration.

Trump said Thursday night that a meeting with Putin was being arranged. At a gathering with Republican governors at his Mar-a-Lago resort in Florida, the president-elect told a reporter that the Russian leader “wants to meet.” Any such meeting, were it to happen, would come after he’s inaugurated, Trump said.

The actions, which are expected to cost Russia billions of dollars a month, will likely fuel inflation and make it harder for President Vladimir Putin to continue to finance the invasion, giving Ukraine staying power on the battlefield, senior Biden administration officials told reporters on a call previewing the action.

The US had shied away from directly sanctioning Russian energy but began escalating measures against the sector in November with sanctions on Gazprombank JSC, which European nations used to pay for natural gas they buy from Russia. Officials in Turkey and Hungary later said that they had been granted exemptions from sanctions on the bank so they could continue to pay for gas imports.

In the months following the February 2022 invasion, Group of Seven nations came up with a alternative to traditional sanctions, levying a price cap of $60 per barrel on Russian oil. Officials were concerned at the time about driving up inflation, which was at high levels following the coronavirus pandemic. Anyone paying above that price couldn’t use western services like tanker insurance.

The global oil market and economy is more robust now, giving officials more leeway when it comes to hitting the Russian energy industry.

Since the price cap was implemented, Russia has proven adept at finding new markets for its oil, selling more to China and India and assembling a fleet of aging tankers to ship it. 

The sanctions were to be announced during President Joe Biden’s trip to Europe this week, which was to include a meeting with the Ukrainian leader Volodymyr Zelenskiy. But Biden chose to remain in Washington to focus on the wildfire disaster in Southern California.  

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CompTIA bolsters penetration testing certification

CompTIA recently upgraded its PenTest+ certification program to educate professionals on cybersecurity penetration testing with training for artificial intelligence (AI), scanning and analysis, and vulnerability management, among other things. PenTest+ certification training now includes access to a hackable website that provides live targets and vulnerabilities for cybersecurity professionals to identify

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Nvidia launches blueprints to help jump start AI projects

Give Nvidia credit, it’s not just talking up big ideas, it’s helping its customers achieve them. The vendor recently issued designs for AI factories after hyping up the idea for several months. Now it has come out with AI blueprints, essentially pre-built templates that give developers a jump start on

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Examining disk space on Linux

$ alias bysize=”ls -lhS” Using the fdisk command The fdisk command can provide useful stats on your disk partitions. Here’s an example: $ sudo fdiskfdisk: bad usageTry ‘fdisk –help’ for more information.$ sudo fdisk -lDisk /dev/sda: 14.91 GiB, 16013942784 bytes, 31277232 sectorsDisk model: KINGSTON SNS4151Units: sectors of 1 * 512

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Shell finds ‘suspected unexploded ordnance’ at Shetland gas pipeline

Shell has found what it suspects could be unexploded ordnance around 50 miles off the east coast of Shetland, near a pipeline that runs from the Brent platforms to the St Fergus Gas Terminal near Peterhead. The UK-listed supermajor’s senior media spokesperson told Energy Voice confirmed it has a vessel in place after it found a potential explosive device near its the Far north Liquids and Associated Gas System (FLAGS) pipeline. In a statement, the spokesperson said: “I can confirm that we have discovered a suspected unexploded ordnance during a routine inspection of the FLAGS pipeline in the North Sea in December 2024, approximately 80km [49.7 miles] East of Shetland.” Shell (LON: SHEL) is working with “a third party” to investigate the object and “fully identify” it. “We continue to liaise with relevant authorities including the Maritime Coastguard Agency, and have positioned a guard vessel at the location,” the company spokesperson added. Finding unexploded ordnance (UXO) in the North Sea is fairly common. © Supplied by OEG Energy GroupHughes Subsea worked on the identification and clearance of the unexploded ordnance (UXO) for ScottishPower Renewables’ 1.4GW East Anglia Three offshore wind farm in 2024. Last March OEG Renewables business Hughes Subsea identified and undertook clearance work of UXO at ScottishPower Renewables’ 1.4GW East Anglia Three offshore wind farm. The pipeline falls under a joint venture between Shell and Esso. The FLAGS pipeline forms part of the Shell Esso Gas and Associated Liquids (SEGAL) system which is made up of two wet gas transportation pipelines. FLAGS is responsible for transporting gas from the Northern North Sea to the Aberdeenshire terminal. The discovery of “suspected unexploded ordnance” has not impacted the FLAGS pipeline as Shell confirmed that it is “operating normally”. UXO is a term used to describe explosives that have not been

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OnPath Energy targets £1b of UK clean energy investments

Renewable energy developer OnPath Energy has announced plans to invest around £1 billion in clean energy projects across the UK over the next five years. The announcement came as the company opened its new Sunderland headquarters, at Chase House on Rainton Bridge Business Park, with Secretary of State for Education Bridget Phillipson attending. She said: “Clean power will unlock billions of pounds in investment and reindustrialise Britain with thousands of skilled jobs across the country. “Through our plan for change, this Labour government will build an energy system that can bring down bills for households and businesses for good.” OnPath Energy owns and operates ten onshore wind farms across Scotland and northern England with construction across several more projects expected in 2025. The company has created more than 30 jobs over the last 12 months, with more set to follow. The Wearside company – formerly Banks Renewables – was acquired by Brookfield Asset Management in late 2023. The Toronto-headquartered fund, chaired by former Bank of England governor Mark Carney, has over $1trillion (£818bn) worth of assets under management. OnPath Energy CEO Richard Dunkley said that the investment plan will “create and support hundreds of skilled, sustainable green jobs across the UK, including within the North East. “Alongside this, we are working to bring communities with us on the energy transition by creating industry-leading commitments on community benefits and community shared ownership. “We will achieve this by developing people, giving them the skills required to underpin the sector’s future success, and by operating in genuine partnership with stakeholders and the communities in which we’re working; we describe this as the OnPath Together approach to development.” Dunkley added: “OnPath has ambitious plans to make further long-term capital investment in this high-quality renewable energy infrastructure, amplifying the difference we can make to a

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USA Ramps Up Pressure on Russia With Fresh Energy Sanctions

The US imposed its most aggressive sanctions on Russia’s oil industry yet as the Biden administration looks for last-minute ways to boost Ukraine’s leverage in possible peace negotiations after Donald Trump takes office. The measures announced Friday targeted two firms that handle more than a quarter of Russia’s seaborne oil exports, as well as vital insurers and traders linked to hundreds of cargoes. The US also broadened sanctions on tankers that have already proved disruptive. In a statement, Treasury Secretary Janet Yellen said the moves are aimed at “ratcheting up the sanctions risk associated with Russia’s oil trade, including shipping and financial facilitation in support of Russia’s oil exports.” Friday’s measures move well beyond previous sanctions measures the US has rolled out against Russia as part of efforts to choke off its war machine following the invasion of Ukraine in 2022. While Trump could lift the sanctions at any time, he may find it politically unpalatable to do so given the broad bipartisan support in Washington for Ukraine.  The main target of the sanctions, done in coordination with the UK, are major Russian energy companies — Gazprom Neft and Surgutneftegas. The two firms exported about 970,000 barrels a day of oil by sea in the first 10 months of 2024, about 30% of the nation’s total flows on tankers, data compiled by Bloomberg show. The US is also sanctioning more than two dozen of the companies’ subsidiaries as well as more than 180 vessels, many of which are associated with Russia’s so-called shadow fleet. The latest action doubles the number of targeted oil tankers. There are currently 135 tankers sanctioned by the European Union, UK and US, with many of them blacklisted by some combination of the three. The moves appear likely to disrupt the nation’s exports of petroleum and

Read More »

Centrica boss ‘worried’ about low gas storage reserves

Christopher O’Shea, chief executive of British Gas owner Centrica, has said he is “worried” about low gas reserves this winter. “I’m worried because today we have less than 1 week’s gas supply in store in the UK,” O’Shea said in a social media post on Friday. “We need the lights to go on every time the switch is flicked anywhere in the country. And we’re too close to that not being the case for comfort in my view.” The energy giant warned that UK gas stores fell to “concerningly low” levels this month amid freezing cold temperatures. Stocks at UK gas storage sites were 26% lower than the same period last year on Thursday, leaving them at half capacity, it said. The National Electricity System Operator (NESO) issued a system notice on Wednesday, warning of possible blackouts following a 1.7 GW power “shortfall”. The grid operator’s warning followed fears of low wind output and interconnector grid outages that affected imports from Europe. O’Shea cited concern over European gas imports, which have been constrained by restrictions on gas from Russia. “Today it’s very cold and not very windy or sunny,” he said. “Right now the UK is using 45GW of electricity. 2.5GW is coming from solar, 0.6GW is coming from hydro and 3.2GW is coming from wind. Which means we need almost 40GW from elsewhere. “We’re importing almost 7GW from Europe.” The loss of gas from pipelines in Russia has meant Europe and the UK are dependent on a combination of domestic supply, storage, imported gas and liquefied natural gas. The system operator said on Wednesday that wind power delivered 30% of electricity demand in 2024, making it the highest contributor of electricity in a single year. Renewables generated “more than 50% of our electricity for four consecutive quarters”, to and including the third

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Why is the Oil Price Rising Today?

Crude is climbing today amid reports that the U.S. may unveil a broader sanctions package targeting Russian tankers. That’s what Rebecca Babin, a senior equity trader for CIBC Private Wealth in New York, told Rigzone in an interview on Friday when asked why the oil price is rising today. “This has raised concerns among Indian buyers, who have been the primary purchasers of Russian barrels,” Babin added. “While this story has been on traders’ radar for the past week, the potential scope of the sanctions appears larger than initially anticipated,” Babin continued. “Additionally, cold weather across the U.S. is boosting heating oil demand and could tighten supply due to freeze-offs. Breaking above the key $75 resistance level in WTI has likely triggered systematic fund buying, further propelling the rally,” Babin went on to state. When Rigzone asked Bill Farren-Price, the Head of Gas Research at the Oxford Institute for Energy Studies, why the oil price is rising today in a separate interview on Friday, he told Rigzone he thinks it’s “a combination of cold winter fuel oil and diesel demand, a continued response to OPEC+’s decision in early December to extend cuts, and concerns that Trump 2.0 could mean fresh sanctions on producers”. When Rigzone asked Tamas Varga, an analyst at PVM Oil Associates, the same question in another interview on Friday, Varga said, “cold weather in Europe and the U.S. raises expectations of distillate stock draw”. “Existing and planned sanctions on Russia and Iran forces China to look for alternative crude oil supply. It helps Brent. And so does low Cushing stocks, which supports WTI and makes U.S. crude oil exports uneconomic,” Varga added. Answering the same question in another interview today, Ahmed Ben Salem, an oil and gas analyst at ODDO BHF, told Rigzone, “I guess it is

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Power Moves: New Energy Industries Council directors and more

The Energy Industries Council (EIC) has appointed three new non-executive board members. Global tender manager Jasmina Tuncheva from Fracht Group joins the EIC board, alongside director James Prappas from Kane Russell Coleman Logan PC, and MENA and APAC sales director Ahmed Alaa at VOOVIO Technologies. The three add their expertise in project logistics, digital transformation and global talent management to the energy trade association. EIC CEO Stuart Broadley said that the new appointments’ “diverse backgrounds and profound knowledge of the energy sector will be instrumental in shaping the future of the EIC and ensuring we continue to deliver unrivalled value to our members globally.” Tuncheva is a project logistics leader with 25 years of experience working on major capital projects in the energy industry. Working in international teams on some of the world’s largest energy projects has given her in-depth knowledge of the modus operandi of the major energy and engineering and procurement companies. Prappas has over 30 years’ experience representing businesses, families and individuals concerning employment and family-based immigration and naturalisation matters. As a board-certified specialist, James advises Fortune 500, middle-market and emerging companies in US immigration matters relating to the energy, manufacturing and service industries. Alaa is also the founder of NexEra Group, a consulting and solutions provider dedicated to innovation and excellence in the energy industry. © Supplied by AFC EnergyAFC Energy CEO and executive director John Wilson. John Wilson has been confirmed in his new role as the CEO and executive director of hydrogen technologies company AFC Energy. With Wilson taking on the position, non-executive chairman Gary Bullard will step down as interim CEO, and shall assist Wilson with an orderly transition. The move follows Peter Dixon-Clarke stepping down as AFC Energy’s chief financial officer and executive director, replaced by Karl Bostock, effective 20 January 2025.

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UAE company to invest $20B in U.S. AI data centers

A United Arab Emirates investment firm has pledged $20 billion to build new data centers targeting AI across a number of locations across the United States. Billionaire Hussain Sajwani, CEO and founder of the property development company DAMAC Properties in Dubai, made the announcement at president-elect Donald Trump’s Florida home, Mar-a-Lago. Sajwani is a close friend of Trump, according to news reports. Trump said the first phase of the planned investment will take place in Texas, Arizona, Oklahoma, Louisiana, Ohio, Illinois, Michigan and Indiana. And that’s just for starters. “They may go double, or even somewhat more than double, that amount of money,” Trump said of the deal.

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Nvidia year in review

And there was much more announced at the show, including new InfiniBand networking cards and switches, significant upgrades and new features in its Enterprise AI software, and a storage partner validation service. Nvidia also introduced its next-generation AI supercomputer, the DGX SuperPOD10. Powered by GB200 Grace Blackwell superchips, the SuperPOD10 is capable of processing trillion-parameter models for large-scale generative AI with 11.5 exaFLOPS using FP4 data types and 240 TB of fast memory. Nvidia stock splits For its first fiscal quarter 2025, which ended on April 28, 2024, Nvidia reported revenue of $26 billion, up 18% from the previous quarter and up 262% year-over-year. Operating income surged to $16.9 billion, a 24% increase from the previous quarter and a 690% increase from the year prior. GAAP earnings per diluted share were $5.98, a 21% increase from the previous quarter and a 629% increase from a year ago. All of these numbers significantly exceeded expectations from Wall Street analysts. Nvidia also announced a 10-to-1 stock split, effective in June. Nvidia stock had seen a massive run up to over $1,000 per share. Blackwell systems emerge, Rubin is teased At the massive Computex IT hardware show, Nvidia unveiled new Blackwell-powered systems that, it said, will allow enterprises to build “AI factories” and data centers to drive the next wave of generative AI. Nvidia also announced that its Nvidia MGX modular reference design platform, announced at the 2003 Computex show, now supports Blackwell products. It launched the new Nvidia GB200 NVL2 platform, a smaller version of the GB200 NVL72 introduced in March, that it said will speed up data processing by up to 18x, with 8x better energy efficiency compared to using x86 CPUs.

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AWS to invest $11 billion in Georgia to expand infra for gen AI

However, AWS did point out that it plans to make its Thailand data center “flexible enough to efficiently run GPUs (graphics processing units) for traditional workloads or AI and machine learning models.” And AWS isn’t the only cloud services provider 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).  Last week, Microsoft president Brad Smith said that the company was on track to invest around $80 billion this fiscal year to build out AI-enabled data centers. Separately, AWS said that it had launched a new region in Thailand with three availability zones. Typically, AWS Regions are composed of Availability Zones that place infrastructure in separate and distinct geographic locations. Thailand is the company’s fourteenth Region in Asia Pacific, joining existing Regions in Hong Kong, Hyderabad, Jakarta, Malaysia, Melbourne, Mumbai, Osaka, Seoul, Singapore, Sydney, and Tokyo, as well as the Beijing and Ningxia China Regions. AWS has announced plans to build out 15 more Availability zones and five more Regions in Germany, Taiwan, Mexico, the Kingdom of Saudi Arabia, and New Zealand. 

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Cisco in 2025: Lots of hard work ahead

Hypershield is comprised of AI-based software, virtual machines, and other technology that will ultimately be baked into networking components such as switches, routers and servers. It promises to let organizations autonomously segment their networks when threats are a problem, gain rapid exploit protection without having to patch or revamp firewalls, and automatically upgrade software without interrupting computing resources, Cisco said. Networking, AI and platformization goals Looking ahead, Cisco needs to refocus on enterprise networking and work to make the data center an all-inclusive home for AI applications, industry watchers say. Security technologies must continue to be a priority as well. “2025 will be an important year for Cisco as the company executes ambitious internal changes while looking to capitalize on a dynamic external environment driven by the AI opportunity,” said Brandon Butler, senior research manager, enterprise networks, with IDC.  Revamped leadership will play a role: In August 2024, Cisco announced plans to reconfigure its networking, security and collaboration business units as part of a restructuring that included a 7% global workforce reduction and established Jeetu Patel as chief product officer. “As for the internal changes, the ascension of Jeetu Patel to executive vice president and chief product officer is a significant move for the company. Patel has an opportunity to more closely unify Cisco’s broad product portfolio while ensuring it aligns with top growth areas,” Butler said. A key part of this strategy will be Cisco’s vision for a platform approach to networking and security, which enables more unified experiences and management across Cisco’s products and allows integrated features, like AI, observability and security, to be baked into each one, Butler said.

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Point2 aims to cut data center power consumption through smart cabling

The P1B121 is suitable for a range of data center configurations, including in-rack and adjacent rack setups such as top-of-rack switch-to-server connectivity, rack-to-rack connectivity, and accelerator-to-accelerator compute fabric connectivity. The 112G PAM4 Smart Retimer requires only 3.0W of power consumption per chip, so 6 W total for each cable. That’s half of the 25 W of traditional networking cables. It reduces cable power and cooling demands while achieving an impressive chip latency of 3ns, which is 20 times lower than DSP-based PAM4 Retimers currently available. That can add up, Kuo notes, as a rack can have anywhere from 30 to 150 cables in it. Now multiply each cable by 12 W instead of 25 W and you’ve got a significant savings. There is also savings on weight. To compensate for signal loss, some cable makers simply use more copper, making cabling thicker. Having retimer chips allows you to extend the cable link without having to go to a thicker gauge copper wiring. The Point2 retimer supports the current speeds of 400 Gb/s as well as the upcoming 800 Gb products coming to market and the 1.6 Tb in the coming years, said Kuo. Point2 customers are designing cables now and will be delivering them in the first half of 2025, he added.

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How adding capacity to a network could reduce IT costs

Higher capacity throughout the network means less congestion. It’s old-think, they say, to assume that if you have faster LAN connections to users and servers, you’ll admit more traffic and congest trunks. “Applications determine traffic,” one CIO pointed out. “The network doesn’t suck data into it at the interface. Applications push it.” Faster connections mean less congestion, which means fewer complaints, and more alternate paths to take without traffic delay and loss, which also reduces complaints. In fact, anything that creates packet loss, outages, even latency, creates complaints, and addressing complaints is a big source of opex. The complexity comes in because network speed impacts user/application quality of experience in multiple ways, ways beyond the obvious congestion impacts. When a data packet passes through a switch or router, it’s exposed to two things that can delay it. Congestion is one, but the other is “serialization delay.” This complex-sounding term means that you can’t switch a packet if you don’t have it all, and so every data packet is delayed until it’s all received. The length of that delay is determined by the speed of the connection it arrives on, so fast interfaces always offer better latency, and the delay a given packet experiences is the sum of the serialization delay of each interface it passes through. Application designs, component costs and AI reshape views on network capacity You might wonder why enterprises are starting to look at this capacity-solves-problems point now, versus years or decades earlier. They say there’s both a demand and supply-side answer. On the demand side, increased componentization of applications, including the division of component hosting between data center and cloud, has radically increased the complexity of application workflows. Monolithic applications have simple workflows—input, process, output. Componentized ones have to move messages among the components, and each

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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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