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Fortinet targets branch offices with upgraded firewalls

Fortinet has refreshed its branch office firewalls, adding power and features to its next-generation FortiGate G-series devices. Three new boxes in the FortiGate G Series portfolio – the 70G, 50G, and 30G – include integrated firewall, intrusion prevention, malware and ransomware protection, SD-WAN, and switching capabilities, all of which can be managed via the vendor’s […]

Fortinet has refreshed its branch office firewalls, adding power and features to its next-generation FortiGate G-series devices.

Three new boxes in the FortiGate G Series portfolio – the 70G, 50G, and 30G – include integrated firewall, intrusion prevention, malware and ransomware protection, SD-WAN, and switching capabilities, all of which can be managed via the vendor’s FortiManager centralized management platform. FortiManager lets customers create and deploy security policies across multiple firewalls, simplifying administration in large, distributed enterprises, according to Fortinet.

The new boxes also support Fortinet’s generative AI assistant, FortiAI, to help administrators automate tasks, generate actionable insights, and improve threat detection, the vendor stated. In addition, FortiGate customers can use FortiAI to support incident analysis and threat remediation.  

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Fortinet targets branch offices with upgraded firewalls

Fortinet has refreshed its branch office firewalls, adding power and features to its next-generation FortiGate G-series devices. Three new boxes in the FortiGate G Series portfolio – the 70G, 50G, and 30G – include integrated firewall, intrusion prevention, malware and ransomware protection, SD-WAN, and switching capabilities, all of which can

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Digging into voice AI platform Deepgram

Deepgram is the leading voice AI platform used by over 200,000 developers to build speech-to-text, text-to-speech, and full speech-to-speech (which enables individuals with speech disabilities to be clearly understood) tools. It’s aimed at businesses and developers who need accurate and scalable transcriptions for applications like call centers, video captioning, voice

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BKV Names New CFO

BKV Corp. has named a new chief financial officer (CFO) as John T. Jimenez is set to retire on May 15. David Tameron will succeed Jimenez, BKV said in a media release. “John’s vision and stewardship have helped transform BKV into the strong public company that we are today, building

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Spy vs spy: Security agencies help secure the network edge

“By following the minimum levels of observability and digital forensics baselines outlined in this guidance, device manufacturers and their customers will be better equipped to detect and identify malicious activity against their solutions,” it said. “Device manufacturers should also use it to establish a baseline of standard features to include

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BP to Sell German Refining, Chemicals Assets on High Costs

BP Plc plans to sell oil refining and chemical assets in Germany, as the company scales back operations in the country due to high costs. The process, which involves the potential sale of a refinery in Gelsenkirchen and the DHC Solvent Chemie GmbH chemical plant in Mülheim an der Ruhr, will begin immediately with an aim of concluding the sales agreement this year, according to a company statement. The timing of the handover to a new owner will depend on regulatory approvals and operations will continue as usual during the sales process.  European refiners face increasing competition from fuel imports originating in the Middle East and Asia, where capacity is being increased. The continent’s fuel and chemical producing sites have been particularly hobbled by higher natural gas prices and carbon levies relative to other parts of the world, sparking a wave of closures and sales. Slumping fuel margins in the fourth quarter led to disappointing earnings results last week for the world’s oil supermajors as a flood of new output competes with stagnating demand. The Gelsenkirchen site has the capacity to process 240,000 barrels a day of crude, and is Germany’s third largest refinery.  BP isn’t the only oil major trying to sell out of refining assets in Germany. Shell Plc has been trying to sell its stake in the Schwedt plant, while Exxon Mobil Corp was in advanced talks with shareholders last year to pave the way for its sale of a stake in Germany’s second-largest refinery.  BP previously said it planned to scale back operations at Gelsenkirchen due to high costs at the site and those plans will continue, BP Spokesman David Nicholas said on Thursday. The sale comes as BP recently announced widespread job cuts with CEO Murray Auchincloss shedding projects that don’t make money or fit into his plans to turn the company

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Oil Dips as Trump’s Iran Plans, Vow to Lift Output Swing Market

Oil edged down as US President Donald Trump’s renewed pledge to drive down the price of crude overshadowed his push for tighter Iranian sanctions. West Texas Intermediate dipped 0.6% to settle below $71 a barrel, extending a three-day slump that brought futures near oversold territory on the relative strength index. Prices swung wildly during the session, first giving up gains after Trump reiterated a campaign promise to boost oil production, then rebounding as much as 1.2% after the US Treasury sanctioned an international network for facilitating the shipment of Iranian crude oil to China.  Prices then faded again on the prospect that tighter Iranian sanctions may have a more immediate and material effect on supplies as relaxed US enforcement allowed Iran to boost oil exports by about 1 million barrels a day in recent years. By contrast, skepticism abounds that Trump’s proposed overhaul of energy policy will spur US fossil fuel producers to boost output and abandon their focus on capital discipline and shareholder returns. “We remain strongly of the view that President Trump could ultimately prove to be a bearish influence on the oil market,” Citigroup analysts including Francesco Martoccia wrote in a note. “Specifically, Trump has consistently highlighted lower energy prices as the central solution to US inflation, interest rate, debt, and cost-of-living issues, and that this is a core issue for which he was elected.” Since Trump returned to office last month, crude futures have been subjected to several sharp intraday swings, buffeted by his tariff threats and other trade moves. Thursday’s fluctuations mirrored a volatile day in the equity and municipal bonds markets, with participants parsing mixed signals ahead of Friday’s jobs report.  Trump frequently moved crude prices by several dollars in his first term with social media posts and other pronouncements, a pattern that has begun to re-emerge over the last

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ADNOC’s TA’ZIZ lets EPC contract for methanol plant

Abu Dhabi Chemicals Derivatives Co. RSC Ltd. (TA’ZIZ)—a joint venture of Abu Dhabi National Oil Co. (ADNOC) and Abu Dhabi Developmental Holding Co. PJSC (ADQ)—has let a contract to Samsung E&A Co. Ltd. to build the UAE’s first methanol plant at the TA’ZIZ chemicals and transition fuels ecosystem (TCTFE) under development in the Ruwais industrial complex of Al Ruwais Industrial City, in Abu Dhabi’s Al Dhafra region (OGJ Online, Jan. 5, 2023). As part of a Jan. 31 contract, Samsung E&A will deliver engineering, procurement, and construction (EPC) services for the grassroots natural gas-to-methanol plant that will be equipped with a nameplate production capacity of 1.8 million tonnes/year (tpy), according to a series of separate early February releases from the service provider, TA’ZIZ, and ADNOC. Samsung E&A said its scope of work under the $1.7-billion, 44-month contract award will include integration of the service provider’s proprietary technologies involving modularization and automation. Chemicals production  To be powered by clean energy from the regional grid, the planned methanol project—slated to become one of the most energy efficient and low-emissions plant of its kind—is scheduled to begin production in 2028 to help meet growing domestic and international demand for methanol as a cleaner fuel and chemical building block in industrial applications such as adhesives, solvents, pharmaceuticals, and construction materials, ADNOC and its TA’ZIZ methanol project strategic partner Proman AG said in various releases dating back to 2022. Upon announcing the EPC contract, Mashal Saoud Al-Kindi—TA’ZIZ’s chief executive officer—said advancing the methanol project at the TCTFE marks a major step in realizing TA’ZIZ’s vision of driving the UAE’s industrial growth by creating a world-scale integrated chemicals ecosystem in Al Dhafra region. “The [methanol] plant will enhance the UAE’s position as a leader in sustainable chemicals production and strengthen TA’ZIZ’s role in enabling ADNOC’s global

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WoodMac: US oil tariffs on Canada, Mexico would impact North American crude flows

US oil tariffs enacted by the Trump administration on Canada and Mexico would lead to a ‘significant shift in crude flows in North America,’ as higher prices push a portion of US imports into overseas markets, Wood Mackenzie said in a recent report. The proposed US tariffs of 10% and 25% on Canadian and Mexican oil products, respectively, would alter crude flows for all three countries. Higher ensuing prices would ultimately affect demand in the US, although the impact is expected to be softer than a more disruptive 25% tariff on Canadian oil, according to the report. “A wide range of scenarios are still at play, as the implementation of tariffs has been delayed by a month,” said Dylan White, principal analyst, North American Crude Markets, Wood Mackenzie. “The uncertainty surrounding US policy is likely to continue; ongoing talks could lead to a lifting of tariffs or could spiral into steeper penalties on oil imports. As the tariffs currently stand, the North American market will see several impacts.” Tarriff impacts on Mexico In a scenario where a 25% tariff is imposed on Mexican oil, Wood Mackenzie forecasts that Mexican exports are likely to redirect from the US to alternative markets in Europe and Asia. This shift could affect about 600,000 b/d of oil imports from Mexico into the US. However, the potential impact might be alleviated by the closure of the Lyondell Houston refinery and the commissioning of Pemex’s Dos Bocas refinery, the report noted. “Backfill options for heavy barrels in the US crude slate, especially in the US West Coast and US Gulf Coast, would need to come from waterborne imports via Latin American and Middle East countries,” said White. “Iraq, in particular, flexes the largest alternate pool of heavy crude exports. However, these imports are generally cost disadvantaged compared

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FERC delay on ISO-NE interconnection plan could lock out 3 GW from capacity auction: Flatiron

The Federal Energy Regulatory Commission’s failure to act soon on ISO New England’s interconnection reform proposal may prevent up to 3 GW of resources from participating in the grid operator’s next capacity auction, according to Flatiron Energy Development. “Failure to act by the commission could result in sharply higher capacity rates and therefore less affordable electricity for the region, while increasing the risk of a resource shortfall,” Flatiron said in a Wednesday filing at FERC. Further delay by FERC “may exacerbate concerns about acute winter resource adequacy challenges,” the utility-scale storage developer said. In mid-May, ISO-NE filed proposals to reform its grid interconnection rules in response to FERC’s landmark Order 2023, which set new interconnection requirements — including shifting to a first-ready, first-served cluster study process instead of first-come, first-served reviews of interconnection requests. ISO-NE asked FERC to approve the proposals by Aug. 12, 2024. The proposals were widely supported by ISO-NE stakeholders and the region’s states. FERC, however, hasn’t acted on the proposals. The New England States Committee on Electricity, which represents the region’s governors, has urged FERC to make a decision on ISO-NE’s interconnection reform proposal. “Near-term action on the widely supported filing is necessary to help alleviate the interconnection queue backlogs and uncertainty that continues to exist in New England,” NESCOE said in a Nov. 25 letter to FERC. In response, former FERC Chairman Willie Phillips said Jan. 21 that the agency would act on the proposals “as expeditiously as possible.” FERC needs to make a decision by the end of March to allow new resources to participate in ISO-NE’s upcoming auction, which has been delayed to 2028, according to Flatiron. A decision is needed so project developers can meet deadlines that would be set under ISO-NE’s proposed transition to a new interconnection review process, the Boulder,

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Puerto Rico utility LUMA plans to add 1 GW renewables, 700 MW storage

Puerto Rico utility LUMA Energy on Thursday announced plans to add almost 1 GW of renewable energy and more than 700 MW of energy storage in its bid to transition away from fossil fuels and strengthen the island’s fragile electric grid. The new capacity represents more than $4 billion in private investment, creating over 4,200 construction jobs and 139 permanent jobs, according to the Renewable Energy Producers Association, or APER, the group’s Spanish acronym. LUMA’s agreement with Linxon US and its partner AtkinsRéalis Caribe calls for the development of nine “energy interconnection points” as part of Puerto Rico’s Tranche 1 energy transition efforts, the utility said. Puerto Rico is aiming to eliminate coal-fired generation by 2028 and develop a 100% renewable energy grid by 2050. The island’s electric system was destroyed by Hurricane Maria in 2017, resulting in a full rebuild and the development of a plan to modernize and decarbonize the power grid. The new renewable generation is “expected to potentially save customers millions of dollars by reducing reliance on fossil fuels and mitigating price volatility. It will also help decrease outages related to energy generation,” LUMA said. Puerto Rico’s electric grid experienced over 100 load shed events last year due to insufficient or sudden generation failures, the utility noted, citing data submitted to the Puerto Rico Energy Bureau. The new renewables and storage will make the island’s electric grid cleaner, more resilient and more affordable, LUMA President and CEO Juan Saca said in a statement. “We are stabilizing the electrical grid and ensuring a more resilient and sustainable system for generations to come,” he added. APER Executive Director Julián Herencia said the group expects the new resources will pass Puerto Rico’s interconnection process “without delays, finally ending the service interruptions caused by a lack of generation we have all endured

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Circling Back: What Now for Quantum Loophole and the Quantum Frederick Data Center Campus?

Quantum Loophole and TPG Real Estate Partners (TREP) have recently resolved a legal dispute concerning the management of the Quantum Frederick Project, a 2,100-acre data center campus in Frederick County, Maryland. As part of the settlement, Quantum Loophole has stepped back from active involvement in the project, with Catellus Development Corporation, a TPG affiliate, assuming full managerial responsibilities. The dispute began in September 2024 when TPG filed a lawsuit seeking to remove Quantum Loophole from its role as manager of the project, citing concerns over the company’s experience with large-scale infrastructure development and alleged misrepresentations. Quantum Loophole responded with its own lawsuit against TPG, alleging breach of contract and fiduciary duty.  In December 2024, both parties agreed to dismiss all litigation, reaching an amicable resolution. Quantum Loophole will no longer be actively involved in the Quantum Frederick Project but plans to pursue other data center developments across the United States. Background Quantum Loophole, founded in 2019 and based in Austin, Texas, had positioned itself as a pioneering force in the data center industry, with its Ecoscale model combining land, water, power, and fiber to build data center campuses. Specializing in the development of gigawatt-scale data center campuses, the company development model addresses the scalability, connectivity, and cost-efficiency challenges faced by today’s large-scale deployments. By offering master-planned data center communities, Quantum Loophole wants to enable hyperscalers, enterprises, and colocation providers to expedite their go-to-market capabilities. Off to a Promising Start In 2021, Quantum Loophole announced the acquisition of over 2,100 acres in Frederick County, Maryland, marking the inception of the Quantum Frederick project. Strategically located approximately 20 miles north of Northern Virginia’s internet ecosystem, this development aimed to revolutionize data center site selection by providing a holistic approach that considers community, environmental, and governmental factors. Central to this vision was the construction

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Vantage Data Centers Leaders Reflect On Ohio Campus Plans, North American Industry Surge

Recorded last December, for this episode of the Data Center Frontier Show Podcast, DCF Editor in Chief Matt Vincent spoke with Vantage Data Centers‘ North American President Dana Adams, and Kaitlin Monaghan, Vantage Data Centers’ North American Public Policy Director. As president of Vantage Data Centers’ North America business, Dana Adams oversees market development, sales, construction and operations across the United States and Canada. With nearly 18 years of experience in the data center sector, Adams has a track record of successfully leading high-growth companies and diverse teams at scale. Prior to joining Vantage, Adams was the Chief Operating Officer for AirTrunk, the hyperscale data center giant serving the Asia-Pacific region. She was responsible for scaling operations, service delivery and customer success from one to five countries and established other critical business capabilities, including award-winning people, culture and sustainability programs, as the company grew from $3 to $10 billion. Earlier in her career, Adams served as vice president and general manager at Iron Mountain where she helped drive nearly $2 billion in growth through global acquisitions and development projects. In addition, she held several leadership positions at Digital Realty, including vice president of portfolio management, where she oversaw $3 billion in data center assets. Considered to be one of the most influential female executives in the industry, Adams was recognized by Data Economy on its power women list in 2019. She was a finalist in the 2020 and 2022 PTC awards as an outstanding female executive, an Infrastructure Masons (IM) 2022 award recipient and was recently featured by InterGlobix Magazine as an Inspiring Woman in Leadership. Adams earned a bachelor’s degree from Boston College and a Master of Business Administration from Simmons University. Kaitlin Monaghan serves as the Director of Public Policy, North America, for Vantage Data Centers. In this role,

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How AI’s Transformative Impact on Data Centers Is Driving Unprecedented Industry Growth, Innovation, and Global Expansion

Newly released research and market analysis illuminates how, as artificial intelligence (AI) continues its rapid expansion across industries, the data center sector is engaged in a step-change evolution to meet its growing demands. JLL’s 2025 Global Data Center Outlook in many ways sets the stage for understanding how AI is reshaping the market, highlighting unprecedented demand, rising infrastructure challenges, and the need for innovative sustainability solutions. The latest findings from Dell’Oro Group reinforce the viability of these trends. Meanwhile, London-based global property consultancy Knight Frank’s recent forecast provides a comparative view of growth and obstacles in EMEA markets. The AI-Driven Surge in Data Center Demand JLL’s research predicts that an estimated 10 gigawatts (GW) of new data center capacity will break ground globally in 2025, with 7 GW expected to reach completion. This growth reflects a baseline compound annual growth rate (CAGR) of 15% through 2027, with a potential to reach 20%.  However, JLL notes that rapid expansion presents challenges, including supply-demand imbalances and electricity transmission constraints in key global markets. “The pace of AI innovation is not slowing down, and the data center industry must continue to adapt,” said Jonathan Kinsey, JLL’s EMEA Lead and Global Chair, Data Centre Solutions. “AI’s transformative power demands have already reshaped our world, yet its most significant and enduring effect may lie in how we rise to meet the substantial energy demands required to fuel this technological revolution.” JLL’s findings underscore the impact of AI on data center infrastructure, with next-generation workloads requiring higher power densities and advanced cooling solutions. The analysis notes that current rack densities range from 40 kW to 130 kW per rack, and future chips could push this figure to an astounding 250 kW per rack. The increasing heat generated by high-performance GPUs makes liquid cooling essential, with immersion

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Data Center Jobs: Electrician and Engineering 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. VP of Engineering – Critical Facilities Ashburn, VA This position is preferred to be on the East Coast near Ashburn, VA, however, will consider any and all candidates that are managing at this level for hyperscale clients and preferably near a major city anywhere in the U.S.  Our client is a global MEP engineering design / build company that specializes in turnkey critical facilities implementation. They provide design, commissioning, consulting, integration 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. Data Center Construction Project Manager – Colo Ashburn, VA This position is also available on the client side in Totowa, NJ, as a PM, APM and as a Project Engineer. This position is also available for a GC or as an owner’s rep in: New Albany, OH; Dallas, TX; Abilene, TX; Charlotte, NC; Chicago, Il; Montreal, QC; Ashburn, VA; Phoenix, AZ and Kansas City, MO.  This opportunity is working directly with a leading mission-critical data center developer / wholesaler / colo provider. This company provides turnkey data center solutions custom-fit to the requirements of their client’s ever-changing mission-critical facility’s operational needs. They accomplish this by providing reliability of mission-critical facilities for many of the world’s largest organizations (hyperscale and enterprise customers). This opportunity provides a career-growth minded role with exciting projects with leading-edge technology and innovation

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Linux containers in 2025 and beyond

The upcoming years will also bring about an increase in the use of standard container practices, such as the Open Container Initiative (OCI) standard, container registries, signing, testing, and GitOps workflows used for application development to build Linux systems. We’re also likely see a significant rise in the use of bootable containers, which are self-contained images that can boot directly into an operating system or application environment. Cloud platforms are often the primary platform for AI experimentation and container development because of their scalability and flexibility along the integration of both AI and ML services. They’re giving birth to many significant changes in the way we process data. With data centers worldwide, cloud platforms also ensure low-latency access and regional compliance for AI applications. As we move ahead, development teams will be able to collaborate more easily through shared development environments and efficient data storage.

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Let’s Go Build Some Data Centers: PowerHouse Drives Hyperscale and AI Infrastructure Across North America

PowerHouse Data Centers, a leading developer and builder of next-generation hyperscale data centers and a division of American Real Estate Partners (AREP), is making significant strides in expanding its footprint across North America, initiating several key projects and partnerships as 2025 begins.  The new developments underscore the company’s commitment to advancing digital infrastructure to meet the growing demands of hyperscale and AI-driven applications. Let’s take a closer look at some of PowerHouse Data Centers’ most recent announcements. Quantum Connect: Bridging the AI Infrastructure Gap in Ashburn On January 17, PowerHouse Data Centers announced a collaboration with Quantum Connect to develop Ashburn’s first fiber hub specifically designed for AI and high-density workloads. This facility is set to provide 20 MW of critical power, with initial availability slated for late 2026.  Strategically located in Northern Virginia’s Data Center Alley, Quantum Connect aims to offer scalable, high-density colocation solutions, featuring rack densities of up to 30kW to support modern workloads such as AI inference, edge caching, and regional compute integration. Quantum Connect said it currently has 1-3 MW private suites available for businesses seeking high-performance infrastructure that bridges the gap between retail colocation and hyperscale facilities. “Quantum Connect redefines what Ashburn’s data center market can deliver for businesses caught in the middle—those too large for retail colocation yet underserved by hyperscale environments,” said Matt Monaco, Senior Vice President at PowerHouse Data Centers. “We’re providing high-performance solutions for tenants with demanding needs but without hyperscale budgets.” Anchored by 130 miles of private conduit and 2,500 fiber pathways, Quantum Connect’s infrastructure offers tenants direct, short-hop connections to adjacent facilities and carrier networks.  With 14 campus entrances and secure, concrete-encased duct banks, the partners said the new facility minimizes downtime risks and reduces operational costs by eliminating the need for new optics or extended fiber runs.

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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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