Stay Ahead, Stay ONMINE

Scottish ports awarded £13m ahead of Swinney wind summit

The Scottish Government confirmed cash injections worth up to £13.2 million in Port of Nigg in the Highlands and at Montrose ahead of a meeting in Edinburgh to help raise the country’s profile as a “destination” for investment in offshore wind energy. Enterprise body Highlands and Islands Enterprise (HIE) approved up to £10m to support […]

The Scottish Government confirmed cash injections worth up to £13.2 million in Port of Nigg in the Highlands and at Montrose ahead of a meeting in Edinburgh to help raise the country’s profile as a “destination” for investment in offshore wind energy.

Enterprise body Highlands and Islands Enterprise (HIE) approved up to £10m to support development of heavy-duty quayside and the introduction of roll-on roll-off capability at Port of Nigg.

Another £3.2m, allocated by Scotland’s other enterprise body, Scottish Enterprise, will support a £7.2m plan to acquire and develop land just under two miles from the Port of Montrose. The site, Montrose Port Industrial Park, will enable new companies to grow and adapt alongside Scotland’s thriving renewables sector.

The announcements comes as Scottish Ministers host a “major” Global Offshore Wind Investment Forum (GOWIF) Monday in Edinburgh.

Hosted by First Minister John Swinney, the event aims to unlock private investment in the country’s offshore wind industry and its expected to attract “more than 100 stakeholders”.

The Scottish Government is investing up to £500m over five years in the Scottish offshore wind supply chain to leverage an expected £1.5 billion of private investment.

In the Highlands, the Port of Nigg has already attracted a £350m high voltage cable manufacturing facility being built by Japanese firm Sumitomo Electric Power Cables which will use Nigg its primary export facility.

The recent government investment at Nigg is subject to approval by port owner, Global Energy Nigg owned by Roy MacGregor’s Global Energy Group. The expansion is expected to create five jobs.

MacGregor, said: “We welcome this significant investment from HIE and the Scottish Government, which reinforces their commitment to strengthening Scotland’s offshore wind supply chain.

“Since acquiring Nigg in 2011, we have invested more than £120m in transforming the facility into a world-class offshore wind superhub, ensuring it remains at the forefront of the energy transition.”

Deputy First Minister Kate Forbes said: “This is a prime example of how we and our enterprise agencies are focused on stimulating investment and targeting projects that will in turn act as a catalyst to further investment, jobs and opportunities.

“Given its location and being part of Inverness and Cromarty Firth Green Freeport, The Port of Nigg is strategically important to the growth and success of the offshore wind sector. An investment of this nature sends a clear signal to investors that Scotland is open for business, and the Scottish Government and our partners stand ready to help unleash the enormous economic benefits of our offshore wind industry.”

Thibaut Cheret, wind and renewables manager for Offshore Energies UK (OEUK) said: “Investment in next generation energy infrastructure is critical to the future of our North Sea. This is an example of government working in partnership with business to crowd in the investment we need to build a globally competitive energy mix. Scotland’s world class firms and their skilled people can use new facilities like this as a springboard to success at home and in global markets.

“These investments must benefit businesses, people and communities across the nation. OEUK and our members continue to engage with Scottish government to help bring 40GW of offshore wind online by 2035.”

Recommended for you

Shape
Shape
Stay Ahead

Explore More Insights

Stay ahead with more perspectives on cutting-edge power, infrastructure, energy,  bitcoin and AI solutions. Explore these articles to uncover strategies and insights shaping the future of industries.

Shape

Bad data in, bad data out: Protecting your investment in ADMS

Congratulations! Your utility has successfully implemented a cutting-edge ADMS application. Your GIS team has spent months working closely with the implementation team to clean and correct the data within the GIS application. The teams have validated voltage and phasing, eliminated loops, resolved open points, populated missing attribution with default values,

Read More »

EPA to end environmental justice programs, monitoring tools

Dive Brief: The Trump administration announced Wednesday it will shut down all environmental justice offices and officially end other EJ-related initiatives, a move that will impact how waste and recycling industries measure and track their environmental impact on neighboring communities. The closures include the EPA’s Office of Environmental Justice and

Read More »

Intel under Tan: What enterprise IT buyers need to know

Intel’s discrete GPU ambitions — especially in enterprise AI — have often appeared reactive rather than part of a clear strategic vision. The company entered the market late, facing Nvidia’s dominant CUDA ecosystem and AMD’s aggressive push into AI GPUs. “Tan’s background suggests he is unlikely to double down on

Read More »

SUSE expands AI tools to control workloads, LLM usage

“And every few weeks we’ll continue to add to the library,” Puri says. SUSE also announced a partnership with Infosys today. The system integrator has the Topaz AI platform, which includes a set of services and solutions to help enterprises build and deploy AI applications. SUSE is also integrating the

Read More »

NRG Energy Invests $2.5 Million in Equilibrium Energy

Energy and home services company NRG Energy Inc. has invested $2.5 million in Equilibrium Energy, an energy technology platform that leverages AI to enhance energy portfolio optimization capabilities. “With this investment, NRG aims to gain market intelligence and explore solutions to address grid volatility created by load growth, intermittent renewable generation, and extreme weather events”, NRG said in a media release. “We are always looking to support innovative technologies that strengthen the energy landscape”, Robert J. Gaudette, Executive Vice President, and President of NRG Business and Wholesale Operations at NRG, said. “Equilibrium’s AI-driven platform offers a differentiated approach to managing volatility and balancing risk, and we are excited to invest in their vision and collaborate with their team”. The funding is provided by NRG’s corporate venture capital fund, which aims to generate strategic opportunities that are in line with the company’s long-term goals, NRG said. The $50 million fund is set to invest over the next 5 to 7 years, focusing on early- and mid-stage companies, it said. Initial investments are set at $0.5 million to $2.5 million, and the fund will keep reserves available for subsequent investments, according to NRG. Cerity Partners Ventures, a company that focuses on corporate venture capital, will assist NRG in managing the fund. NRG added that its venture capital fund will establish a fresh path for a structured interaction with entrepreneurs, technologies, and business models that are influencing the energy and smart home sectors. By means of its equity investments, the fund will foster innovation and pinpoint opportunities that improve NRG’s capacity to adjust and excel in a swiftly changing environment, the company said. To contact the author, email [email protected] WHAT DO YOU THINK? Generated by readers, the comments included herein do not reflect the views and opinions of Rigzone. All comments are subject

Read More »

Choosing decommissioning over deals in the North Sea

Amid the North Sea’s decline, large companies are moving out and being replaced by smaller players, able to take on lower margin projects. But in practice, the looming spectre of decommissioning liabilities can derail these asset transfers. If the conditions are not right to allow companies to transfer assets, decommissioning is inevitable. Large companies must consider the risks of a sale, versus the known quantity of decommissioning. This trend threatens to accelerate the North Sea’s decline. If the government wishes to change the pace of decommissioning, it will need substantial investment to manage the consequences. Decommissioning considerations are complex, Bracewell partner Alistair Calvert explained. There are “significant risks involving complex practical and regulatory issues and bespoke and potentially unforeseen issues on each site. Layered over these risks and the scope for dispute within the project itself, is the question of liability for the costs of decommissioning.” The Petroleum Act 1998 sets out decommissioning responsibilities. Changing plans Sir Ian Wood wrote his 2014 report on maximising economic recovery (MER) from the North Sea. He came out strongly in favour of deferring decommissioning. At that time, he wrote, pushing back decommissioning by five years on average would provide an extra 1 billion barrels of oil equivalent. The MER plan did not survive its encounter with the UK’s decarbonisation goals and was amended in 2021. The changes brought in a new focus on maximising value, over volume. The new strategy left more room for complexity, in its attempts to shift thinking in the region. Complying with the strategy may “oblige individual companies to allocate value between them … it will not be the case that all companies will be individually better off”. Easy to say in a strategy document, but hard to implement. The 2021 paper went on to say when considering decommissioning, companies

Read More »

How thermal batteries unlock a more flexible, reliable and efficient grid

Noah Long is director of state and regulatory affairs at Antora Energy. Electric grid operators and utilities around the world must adapt to a rapidly changing energy landscape. Electricity generation is undergoing its biggest shift since the dawn of the grid, as falling costs of wind and solar bring record-breaking deployments of variable renewables online. Meanwhile, rising demand, rapid electrification and new opportunities for load flexibility and responsiveness present both new challenges and new tools. As these changes lead to increasing variability and market volatility, new approaches are needed to manage supply and demand, support existing infrastructure and continue new investments in our energy system. An emerging opportunity to help manage and balance the changing grid comes from thermal energy storage. Thermal batteries store electricity as heat, soaking up energy during periods of high generation and low demand. They use that heat to power always-on industrial energy loads in industries ranging from chemicals to food to steel. Because of their long duration, low cost and rapid charging capabilities, they are uniquely suited to enable a more efficient and reliable grid in the face of these emerging challenges. In addition to providing clean energy for nearly every industrial sector, thermal batteries have the potential to serve as a linchpin for a reliable low-emissions grid, mitigating the variability of renewable generation and electrifying industrial heat loads without increasing peak demand or raising costs for ratepayers. Variable, low-cost resources are transforming electricity markets As more wind and solar are deployed on the grid, their variability increasingly leads to market conditions that would be unheard of in a fossil-dominated grid. With zero marginal cost generation, renewables fare well in competitive markets during times of high electricity demand. However, when renewable production is high and demand is low, or when low-cost production is stuck behind

Read More »

USA EIA Raises WTI Oil Price Forecast

The U.S. Energy Information Administration (EIA) raised its West Texas Intermediate (WTI) spot price forecasts for 2025 and 2026 in its latest short term energy outlook (STEO), which was released last week. According to that STEO, the EIA sees the WTI spot price averaging $70.68 per barrel this year and $64.97 per barrel next year. In its previous STEO, which was released in February, the EIA forecast that the WTI spot price would average $70.62 per barrel in 2025 and $62.46 per barrel in 2026. In its latest STEO, the EIA projected that the WTI spot price will average $71.25 per barrel in the first quarter of this year, $70.50 per barrel in the second quarter, $71.50 per barrel in the third quarter, $69.52 per barrel in the fourth quarter, $67.50 per barrel in the first quarter of next year, $65.50 per barrel in the second quarter, $64.50 per barrel in the third quarter, and $62.50 per barrel in the fourth quarter. The EIA’s previous STEO saw the WTI spot price coming in at $73.62 per barrel in the first quarter of this year, $71.00 per barrel in the second quarter, $70.00 per barrel in the third quarter, $68.00 per barrel in the fourth quarter, $64.97 per barrel in the first quarter of next year, $63.33 per barrel in the second quarter, $61.68 per barrel in the third quarter, and $60.00 per barrel in the fourth quarter. In a report sent to Rigzone by the Macquarie team on March 12, Macquarie projected that the WTI price will average $64.75 per barrel in 2025 and $58.38 per barrel in 2026. Macquarie sees the commodity coming in at $70.00 per barrel in the first quarter of this year, $62.00 per barrel in the second quarter, $63.50 per barrel across the third and

Read More »

Iberdrola to Supply Air Liquide with Renewable Power

Iberdrola SA has signed a long-term deal to supply Air Liquide with clean electricity for the French company’s operations in Spain and Portugal. “It will allow Air Liquide to continue developing innovative and sustainable solutions for the supply of industrial gases and will enable its industrial and medical customers to meet their ambitions to reduce the carbon footprint associated with their final products”, Iberdrola, a Spanish power utility, said in a brief online statement. It did not disclose the duration or the financial details of the contract. Air Liquide supplies gases to the industrial and healthcare sectors. Iberdrola has long-term contracts to supply power in several countries including Australia, Brazil, Germany, Italy, Mexico, Poland, Portugal, Spain, the United Kingdom and the United States. The electricity comes from offshore and onshore wind projects, as well as solar projects, according to the company. International firms that have committed to buying power from Iberdrola include ABInBev, Amazon, Apple, Bayer, Burger King, De Acero, Dillinger, Heineken, Holcim, Mercadona, Mercedes Benz, Meta, Renault, Salzgitter Group, Telefónica, TMD, Vodafone and VW-SEAT. Under its current three-year strategic plan, Iberdrola eyes gross investments of EUR 41 billion ($44.7 billion) by 2026, focused on the electrification of economic sectors. “The electrification of energy is unstoppable and will expand exponentially in the years ahead, supporting decarbonization, boosting energy security, and reducing the volatility caused by fossil fuels”, Iberdrola executive chair Ignacio Galán said March 21, 2024, in the company’s announcement of the 2024-26 plan. “Our strategic pillars focus on networks, geographical diversification, and a balanced energy and customers mix. “This plan will allow us to grow our asset base, grow our profitability and strengthen our finances, as well as increasing dividends and driving jobs and skills and economic growth”. Iberdrola expects its renewables partners to contribute EUR 5 billion to

Read More »

Woodside Bags 15-Year Contract to Supply LNG to China

State-owned China Resources Gas International Ltd. has contracted Woodside Energy Group Ltd. for the supply of 600,000 metric tons per annum of liquefied natural gas (LNG) to China over 15 years. Since last year the Australian oil and gas exploration and production company has roped in major customers in the key LNG importing region of East Asia. The LNG for China Resources Gas will be supplied from 2027 on a delivered basis, Woodside said in a press release. “We are very pleased to have launched our relationship with China Resources, the country’s leading gas utility”, commented Woodside executive vice president and chief commercial officer Mark Abbotsford. “This marks the first time Woodside on a standalone basis has signed a long-term sale agreement with a customer in China, Asia’s largest consuming market for LNG. And it is the first time China Resources has signed an agreement to procure LNG over a period of 15 years. “The agreement again demonstrates the depth and length of demand for LNG in Asian markets as nations in the region seek to guarantee energy supplies”. China Resources Gas Group chair Yang Ping said, “The signing of this SPA [sale and purchase agreement] will also open up the potential for future cooperation between the two companies globally”. Woodside said the deal is the fourth long-term contract it has signed since 2024 to sell LNG to Asia. On September 18, 2024, Woodside said it had signed an agreement to deliver 400,000 metric tons a year of LNG to Japan. The 10-year agreement with power producer JERA Co. Inc. will fulfill its first cargo 2026 on a delivered basis. “This LNG offtake agreement is Woodside’s first long-term sale to JERA from our global portfolio”, Abbotsford said then. On July 11, 2024, Woodside announced a deal to supply 6 million metric

Read More »

IBM laying foundation for mainframe as ultimate AI server

“It will truly change what customers are able to do with AI,” Stowell said. IBM’s mainframe processors The next generation of processors is expected to continue a long history of generation-to-generation improvements, IBM stated in a new white paper on AI and the mainframe. “They are projected to clock in at 5.5 GHz. and include ten 36 MB level 2 caches. They’ll feature built-in low-latency data processing for accelerated I/O as well as a completely redesigned cache and chip-interconnection infrastructure for more on-chip cache and compute capacity,” IBM wrote.  Today’s mainframes also have extensions and accelerators that integrate with the core systems. These specialized add-ons are designed to enable the adoption of technologies such as Java, cloud and AI by accelerating computing paradigms that are essential for high-volume, low-latency transaction processing, IBM wrote.  “The next crop of AI accelerators are expected to be significantly enhanced—with each accelerator designed to deliver 4 times more compute power, reaching 24 trillion operations per second (TOPS),” IBM wrote. “The I/O and cache improvements will enable even faster processing and analysis of large amounts of data and consolidation of workloads running across multiple servers, for savings in data center space and power costs. And the new accelerators will provide increased capacity to enable additional transaction clock time to perform enhanced in-transaction AI inferencing.” In addition, the next generation of the accelerator architecture is expected to be more efficient for AI tasks. “Unlike standard CPUs, the chip architecture will have a simpler layout, designed to send data directly from one compute engine, and use a range of lower- precision numeric formats. These enhancements are expected to make running AI models more energy efficient and far less memory intensive. As a result, mainframe users can leverage much more complex AI models and perform AI inferencing at a greater scale

Read More »

VergeIO enhances VergeFabric network virtualization offering

VergeIO is not, however, using an off-the-shelf version of KVM. Rather, it is using what Crump referred to as a heavily modified KVM hypervisor base, with significant proprietary enhancements while still maintaining connections to the open-source community. VergeIO’s deployment profile is currently 70% on premises and about 30% via bare-metal service providers, with a particularly strong following among cloud service providers that host applications for their customers. The software requires direct hardware access due to its low-level integration with physical resources. “Since November of 2023, the normal number one customer we’re attracting right now is guys that have had a heart attack when they got their VMware renewal license,” Crump said. “The more of the stack you own, the better our story becomes.” A 2024 report from Data Center Intelligence Group (DCIG) identified VergeOS as one of the top 5 alternatives to VMware. “VergeIO starts by installing VergeOS on bare metal servers,” the report stated. “It then brings the servers’ hardware resources under its management, catalogs these resources, and makes them available to VMs. By directly accessing and managing the server’s hardware resources, it optimizes them in ways other hypervisors often cannot.” Advanced networking features in VergeFabric VergeFabric is the networking component within the VergeOS ecosystem, providing software-defined networking capabilities as an integrated service rather than as a separate virtual machine or application.

Read More »

Podcast: On the Frontier of Modular Edge AI Data Centers with Flexnode’s Andrew Lindsey

The modular data center industry is undergoing a seismic shift in the age of AI, and few are as deeply embedded in this transformation as Andrew Lindsey, Co-Founder and CEO of Flexnode. In a recent episode of the Data Center Frontier Show podcast, Lindsey joined Editor-in-Chief Matt Vincent and Senior Editor David Chernicoff to discuss the evolution of modular data centers, the growing demand for high-density liquid-cooled solutions, and the industry factors driving this momentum. A Background Rooted in Innovation Lindsey’s career has been defined by the intersection of technology and the built environment. Prior to launching Flexnode, he worked at Alpha Corporation, a top 100 engineering and construction management firm founded by his father in 1979. His early career involved spearheading technology adoption within the firm, with a focus on high-security infrastructure for both government and private clients. Recognizing a massive opportunity in the data center space, Lindsey saw a need for an innovative approach to infrastructure deployment. “The construction industry is relatively uninnovative,” he explained, citing a McKinsey study that ranked construction as the second least-digitized industry—just above fishing and wildlife, which remains deliberately undigitized. Given the billions of square feet of data center infrastructure required in a relatively short timeframe, Lindsey set out to streamline and modernize the process. Founded four years ago, Flexnode delivers modular data centers with a fully integrated approach, handling everything from site selection to design, engineering, manufacturing, deployment, operations, and even end-of-life decommissioning. Their core mission is to provide an “easy button” for high-density computing solutions, including cloud and dedicated GPU infrastructure, allowing faster and more efficient deployment of modular data centers. The Rising Momentum for Modular Data Centers As Vincent noted, Data Center Frontier has closely tracked the increasing traction of modular infrastructure. Lindsey has been at the forefront of this

Read More »

Last Energy to Deploy 30 Microreactors in Texas for Data Centers

As the demand for data center power surges in Texas, nuclear startup Last Energy has now announced plans to build 30 microreactors in the state’s Haskell County near the Dallas-Fort Worth Metroplex. The reactors will serve a growing customer base of data center operators in the region looking for reliable, carbon-free energy. The plan marks Last Energy’s largest project to date and a significant step in advancing modular nuclear power as a viable solution for high-density computing infrastructure. Meeting the Looming Power Demands of Texas Data Centers Texas is already home to over 340 data centers, with significant expansion underway. Google is increasing its data center footprint in Dallas, while OpenAI’s Stargate has announced plans for a new facility in Abilene, just an hour south of Last Energy’s planned site. The company notes the Dallas-Fort Worth metro area alone is projected to require an additional 43 gigawatts of power in the coming years, far surpassing current grid capacity. To help remediate, Last Energy has secured a 200+ acre site in Haskell County, approximately three and a half hours west of Dallas. The company has also filed for a grid connection with ERCOT, with plans to deliver power via a mix of private wire and grid transmission. Additionally, Last Energy has begun pre-application engagement with the U.S. Nuclear Regulatory Commission (NRC) for an Early Site Permit, a key step in securing regulatory approval. According to Last Energy CEO Bret Kugelmass, the company’s modular approach is designed to bring nuclear energy online faster than traditional projects. “Nuclear power is the most effective way to meet Texas’ growing energy demand, but it needs to be deployed faster and at scale,” Kugelmass said. “Our microreactors are designed to be plug-and-play, enabling data center operators to bypass the constraints of an overloaded grid.” Scaling Nuclear for

Read More »

Data Center Jobs: Engineering and Technician Jobs Available in Major Markets

Each month Data Center Frontier, in partnership with Pkaza, posts some of the hottest data center career opportunities in the market. Here’s a look at some of the latest data center jobs posted on the Data Center Frontier jobs board, powered by Pkaza Critical Facilities Recruiting.  Data Center Facility Engineer (Night Shift Available) Ashburn, VAThis position is also available in: Tacoma, WA (Nights), Days/Nights: Needham, MA and New York City, NY. This opportunity is working directly with a leading mission-critical data center developer / wholesaler / colo provider. This firm provides data center solutions custom-fit to the requirements of their client’s mission-critical operational facilities. They provide reliability of mission-critical facilities for many of the world’s largest organizations facilities supporting enterprise clients and hyperscale companies. This opportunity provides a career-growth minded role with exciting projects with leading-edge technology and innovation as well as competitive salaries and benefits. Electrical Commissioning Engineer New Albany, OHThis traveling position is also available in: Somerset, NJ; Boydton, VA; Richmond, VA; Ashburn, VA; Charlotte, NC; Atlanta, GA; Hampton, GA; Fayetteville, GA; Des Moines, IA; San Jose, CA; Portland, OR; St Louis, MO; Phoenix, AZ;  Dallas, TX;  Chicago, IL; or Toronto, ON. *** ALSO looking for a LEAD EE and ME CxA agents.*** Our client is an engineering design and commissioning company that has a national footprint and specializes in MEP critical facilities design. They provide design, commissioning, consulting and management expertise in the critical facilities space. They have a mindset to provide reliability, energy efficiency, sustainable design and LEED expertise when providing these consulting services for enterprise, colocation and hyperscale companies. This career-growth minded opportunity offers exciting projects with leading-edge technology and innovation as well as competitive salaries and benefits. Switchgear Field Service Technician – Critical Facilities Nationwide TravelThis position is also available in: Charlotte, NC; Atlanta, GA; Dallas,

Read More »

Amid Shifting Regional Data Center Policies, Iron Mountain and DC Blox Both Expand in Virginia’s Henrico County

The dynamic landscape of data center developments in Maryland and Virginia exemplify the intricate balance between fostering technological growth and addressing community and environmental concerns. Data center developers in this region find themselves both in the crosshairs of groups worried about the environment and other groups looking to drive economic growth. In some cases, the groups are different components of the same organizations, such as local governments. For data center development, meeting the needs of these competing interests often means walking a none-too-stable tightrope. Rapid Government Action Encourages Growth In May 2024, Maryland demonstrated its commitment to attracting data center investments by enacting the Critical Infrastructure Streamlining Act. This legislation provides a clear framework for the use of emergency backup power generation, addressing previous regulatory challenges that a few months earlier had hindered projects like Aligned Data Centers’ proposed 264-megawatt campus in Frederick County, causing Aligned to pull out of the project. However, just days after the Act was signed by the governor, Aligned reiterated its plans to move forward with development in Maryland.  With the Quantum Loop and the related data center development making Frederick County a focal point for a balanced approach, the industry is paying careful attention to the pace of development and the relations between developers, communities and the government. In September of 2024, Frederick County Executive Jessica Fitzwater revealed draft legislation that would potentially restrict where in the county data centers could be built. The legislation was based on information found in the Frederick County Data Centers Workgroup’s final report. Those bills would update existing regulations and create a floating zone for Critical Digital Infrastructure and place specific requirements on siting data centers. Statewide, a cautious approach to environmental and community impacts statewide has been deemed important. In January 2025, legislators introduced SB116,  a bill

Read More »

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

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

Read More »

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

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

Read More »

2025 playbook for enterprise AI success, from agents to evals

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

Read More »

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

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

Read More »