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ConocoPhillips lets well stimulation services contract for North Sea assets

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ConocoPhillips Skandinavia AS has let a 5-year contract to Halliburton for well stimulation services for assets in the North Sea.

In a release Aug. 13, Halliburton said the work aims to improve well performance and reservoir productivity.

Under the agreement, which includes three optional extension periods, Tidewater’s platform supply vessel, North Pomor, will be transformed into a stimulation vessel.

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SonicWall rolls out eight new firewalls, expands cyber warranty

NSa 4800: 24x1GbE, 8x10G SFP+, 20 Gbps firewall throughput, 13 Gbps threat prevention NSa 5800: 24x1GbE, 8x10G SFP+, 30 Gbps firewall throughput, 24 Gbps threat prevention SonicWall Multi-gigabit connectivity addresses real market demand The Generation 8 portfolio introduces multi-gigabit connectivity across both product lines. Even lower-end desktop models now support

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ConocoPhillips lets well stimulation services contract for North Sea assets

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Cisco strengthens AI networking story

“Overall, AI demand in the enterprise will grow over time. But enterprise customers need to see the value, see the ROI. Also, they have to have a well-defined use case,” Wollenweber said, noting that the 12-month innovation cycles of GPU vendors can be problematic if customers choose the wrong platform.

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DEF CON research takes aim at ZTNA, calls it a bust

Major vendor vulnerabilities span authentication and design flaws The research exposed critical vulnerabilities across Check Point, Zscaler and Netskope that fell into three primary categories: authentication bypasses, credential storage failures and cross-tenant exploitation. Authentication bypass vulnerabilities Zscaler’s SAML implementation contained the most severe authentication flaw. The researchers discovered that the

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Oil Market Awaits Trump-Putin Summit as Prices Drift Lower

Oil drifted lower, settling below $66 a barrel, as investors awaited a face-to-face summit between Donald Trump and Vladimir Putin later Friday, an encounter with the potential to reshape crude flows from one of the world’s largest producers.  Putin stepped up his charm offensive, praising Trump’s efforts to broker an end to the war in Ukraine. The US president downplayed hopes for a breakthrough in the more than three-year-old conflict, saying there’s a 25% chance the meeting won’t succeed. Any signs of progress toward peace would remove a layer of geopolitical risk from an oil market that’s expected to be heavily oversupplied in coming months. Before the summit was arranged, Trump threatened Moscow’s largest oil buyers with secondary tariffs, putting at risk flows that have remained robust since the war began. Russia is the world’s largest crude exporter after Saudi Arabia, and has become reliant on buyers in China and India eager to purchase oil at a discount to international benchmarks.  Trump announced a doubling of tariffs on Indian goods to 50% last week as a penalty for the nation’s purchases of Russian crude, and has mulled further crackdowns on the so-called “shadow fleet” that transport Moscow’s supplies. However, he has so far avoided targeting China — possibly because of concerns a total blockade would send oil prices skyrocketing and hurt US consumers.  On Thursday, Trump warned he would impose “very severe consequences” if Putin didn’t agree to a ceasefire. He also said he hoped to use the summit to set up a “quick second meeting” with Ukrainian leader Volodymyr Zelenskiy after being pressed by allies. “We judge that tonight’s meeting is unlikely to deliver significant results,” said Arne Lohmann Rasmussen, chief analyst at A/S Global Risk Management. “In the near term, new US sanctions are unlikely; a relaxation cannot be ruled out

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Centrica Signs 10 Year Deal for USA Natural Gas With Devon Energy

Centrica Plc signed a 10-year agreement to buy natural gas from Devon Energy Corp. to help expand its activities across the Atlantic.  Centrica Energy, its trading arm, will receive 50,000 million British thermal units per day of natural gas from 2028, or the equivalent of five liquefied natural gas cargoes per year, according to a statement on Friday. The volumes will be indexed to TTF, the European benchmark price.  The deal expands Centrica’s global gas business after the recent announcement of a New York office. The agreement will also help the firm to manage the price risk in its liquefied natural gas portfolio by aligning feed gas rates with European futures. For Devon, the deal offers exposure to international markets, according to the statement.  “Gas remains an essential transition fuel and, through long-term agreements like this, Centrica ensures competitively-indexed gas supply,” said Centrica Chief Executive Officer Chris O’Shea.  US natural gas producers are increasingly seeking to lock in agreements with buyers overseas. Both the Asian and the European benchmarks for the heating and power-generation fuel trade at roughly four times the price at Henry Hub in Louisiana, the US benchmark.  In February, Centrica signed a 15-year agreement to supply American LNG to Petroleo Brasileiro SA, and last year it struck a deal with US-based Coterra Energy Inc. to secure more gas.  WHAT DO YOU THINK? Generated by readers, the comments included herein do not reflect the views and opinions of Rigzone. All comments are subject to editorial review. Off-topic, inappropriate or insulting comments will be removed.

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Empire Petroleum Losses Deepen

Empire Petroleum Corp. has reported an adjusted net loss of $5.23 million, or $0.15 per share, for the second quarter, compared to an adjusted net loss of $4.25 million for the prior three-month period and an adjusted net loss of $2.91 million for 2Q 2024. Before adjustment for nonrecurring items, net loss landed at $5.01 million, compared to a net loss of $4.22 million for 1Q 2025 and a net loss of $4.39 million for 2Q 2024. Revenue fell three percent quarter-on-quarter and 32 percent year-on-year to $8.75 million on lower prices. 2Q 2025 net sales totaled nearly 2,400 barrels of oil equivalent per day (boed), up 15 percent from 1Q 2025 but down 11 percent from 2Q 2024. Oil accounted for nearly 1,500 boed of 2Q 2025 sales, down 15 percent compared to 2Q 2024 “primarily due to redrilling efforts in North Dakota and natural decline”, Tulsa, Oklahoma-based Empire said in a statement on its website. Realized oil and natural gas liquids (NGLs) prices fell 23 percent and 14 percent year-on-year, respectively, “due to a general decline in overall market pricing”, Empire said. Compared to 1Q 2025, realized oil prices dropped 12 percent. Net production in 2Q 2025 averaged 2,357 boed, down 15 percent from 1Q 2025. Crude accounted for 63 percent, NGLs 19 percent and natural gas 18 percent. “As part of Empire’s enhanced oil recovery efforts in the Starbuck Drilling Program in North Dakota, modified wellhead installations are underway and expected to be completed in Q3-2025, with advanced fabrication work progressing toward completion by year-end”, Empire said. It added, “Empire expects to finalize the patented design specifications for its hydrocarbon vaporization technology by the end of Q4-2025, with the system leveraging elevated temperatures and pressure changes to enhance recovery efficiency”. In Texas, Empire expects to mobilize for

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USA Gasoline Price Projected to Fall Below $3 in 2026

In its latest short term energy outlook (STEO), which was released on August 12, the U.S. Energy Information Administration (EIA) projected that the U.S. regular gasoline retail price will drop in 2025 and 2026. The EIA projected in the STEO that the U.S. regular gasoline retail price will average $3.07 per gallon this year and $2.88 per gallon next year. In its previous STEO, which was released in July, the EIA saw the U.S. regular gasoline retail price averaging $3.09 per gallon in 2025 and $3.04 per gallon in 2026. Both STEOs highlighted that the U.S. regular gasoline retail price came in at $3.31 per gallon in 2024. A quarterly breakdown in the EIA’s latest STEO showed that the organization sees the U.S. regular gasoline retail price averaging $3.12 per gallon in the third quarter of this year, $2.91 per gallon in the fourth quarter, $2.72 per gallon in the first quarter of next year, $2.91 per gallon in the second quarter, $3.02 per gallon in the third quarter, and $2.87 per gallon in the fourth quarter. In its July STEO, the EIA projected that the U.S. regular gasoline retail price would come in at $3.11 per gallon in the third quarter of this year, $2.99 per gallon in the fourth quarter, $2.93 per gallon in the first quarter of next year, $3.12 per gallon in the second quarter, $3.16 per gallon in the third quarter, and $2.96 per gallon in the fourth quarter. “Lower crude oil prices will push down U.S. average retail gasoline prices to less than $3.00 per gallon next year,” the EIA said in its August STEO. “We expect the retail gasoline price will average less than $2.90 per gallon next year, about 20 cents per gallon (six percent) less than this year,” it added. “In

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BKV to Acquire Bedrock’s Barnett Shale Assets for $370MM

BKV Corporation is acquiring Bedrock Energy Partners’ Barnett Shale assets in north Texas in a transaction valued at approximately $370 million. BKV and its subsidiary BKV Upstream Midstream LLC entered into a definitive purchase agreement to acquire all of the issued and outstanding equity interests of Bedrock Production LLC, according to a news release. The Bedrock acquisition is estimated to include approximately 97,000 net acres directly offsetting BKV’s existing acreage, midstream assets, and around 108 million cubic feet equivalent per day of production, consisting of approximately 63 percent natural gas, BKV said. The purchase price, to be funded upon closing, consists of a combination of cash and shares of BKV common stock valued at up to $110.0 million, or approximately 5.2 million shares. The cash will be funded from a combination of cash on hand and borrowings under existing reserve-based lending capacity, the company said. BKV said the acquisition is expected to add 1,121 producing locations with low 1- and 5-year base decline rates of approximately 7 percent and nearly 1 trillion cubic feet equivalent of 1P reserves, using NYMEX strip pricing. The acquisition also covers about 50 new drill locations with an equivalent 10,000 foot lateral length at accretive natural gas price break-evens compared to BKV’s existing inventory, the company said. Further, BKV said it entered an agreement with commodities trader Gunvor to supply carbon sequestered gas (CSG). Under the agreement, Gunvor will purchase, market, and sell CSG, subject to certain conditions. The agreement covers up to 10,000 million British thermal units per day, BKV said. New CCS Project in East Texas Last month BKV said it signed an agreement to develop a new carbon capture and sequestration (CCS) project with an undisclosed “leading diversified midstream energy company” at a natural gas processing plant in East Texas. The agreement

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Valmet Signs Agreement to Supply Petrobras with Spare Parts

Finland-based Valmet has signed a nationwide agreement with Petróleo Brasileiro S.A. (Petrobras) to supply spare parts for Neles valves, actuators, and positioners across all of the Brazilian energy firm’s operational units, including oil and natural gas exploration, production, refining, commercialization, and power generation. With an initial term of one year and the possibility of automatic renewal for up to five years, the agreement is a “significant milestone in the partnership between the two companies,” Valmet said in a news release. Financial terms of the agreement were not disclosed. The first order was included in Valmet’s orders received in the second quarter, with potential orders to be recognized over the agreement period, according to the release. According to Valmet, the initiative offers Petrobras “strategic benefits such as guaranteed valve equipment availability, greater cost predictability, streamlined processes, reduced bureaucracy, and specialized technical support with a recognized quality standard”. “This agreement reinforces Petrobras’ trust in Valmet’s ability to deliver reliable, high-performance valve solutions and strengthens our presence in the oil and gas segment in the region,” Marco Souza, business manager in the Latin America refining and chemical industry for Valmet, said. Energy Management Solution for Finland Utility Earlier, Valmet said it won a contract to supply a Valmet DNA energy management solution to Alva’s new heat production units, heat accumulators and combined heat and power (CHP) plants, Keljonlahti and Rauhalahti in Jyväskylä, Finland. Alva-yhtiöt Oy is a utility company owned by the City of Jyväskylä, Finland, that provides and develops services in district heating, electricity distribution, and water and wastewater management, primarily in Central Finland, according to an earlier statement. The new system will be integrated with the plants’ existing Valmet DNA Automation system, ensuring improved performance and reliability, Valmet said. Delivery of the solution will be in spring 2026, the company said.

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Despite the hubbub, Intel is holding onto server market share

Server CPU shipments were “uninteresting,” as he put it, on a sequential basis, with neither supplier seeing much growth on quarter after last quarter’s atypical increase. On-year, the server market was up significantly but that’s because a year ago, the segment was near its cyclical lows and dealing with inventory adjustments. “Intel was able to sustain volumes in total server unit shipments by moving shipments to non-data center products, such as Xeon D in networking/storage servers, which they noted in their earnings call. That comes at a price; those products have much lower ASPs, so lower revenues, which is why Intel’s DCAI revenues were lower when units were flat,” McCarron told Network World. “Nothing really moves that fast in servers, and in general a ‘freefall’ can’t really happen outside of some systemic demand collapse event like 2008 was, as the rest of the industry realistically can’t absorb market share at an unlimited rate due to supply chain considerations,” he added. AMD’s server revenues hit a record high, but most of the revenue gains was from selling a higher mix of its new Turin core CPUs, and unit shipment growth was very modest. However, even with a 0.1-point increase in share, that means a new record high in AMD server sales. It now has 37.2% market share. Excluding IoT/SoC embedded products from consideration, Intel’s shipments slightly outgrew AMDs in the quarter resulting in Intel having a modest sequential share increase thanks in part to mobile CPU shipments, where Intel has solid products. AMD made a slight gain in desktops, where it is particularly strong. As for Arm, it showed strength in the server market thanks to Nvidia’s GB200 processors ramping up volumes. On the client side, Apple had slightly higher shipments in the second but that was offset by weakness in

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Cisco’s 9% security growth is misleadingly low

AI infrastructure ahead of plan and growing Cisco reported more than $800 million in AI infrastructure orders from webscale customers in the fourth quarter, bringing the total for 2025 to more than $2 billion, which is over 2x what the company originally projected. This is a mix of its own Nexus switches, optics, AI PODs, UCS servers and Silicon One. Success here is critical for Cisco, as at one time, the company had next to no business with the hyperscalers. The development of Silicon One was pivotal in Cisco’s success with this audience, as it’s given them market leading price performance. Cisco has also cultivated a partnership with Nvidia and is the only company to have its silicon integrated into the GPU maker’s Spectrum-X product. There is another wave of business coming for Cisco in this area selling AI infrastructure to non-hyperscalers. Robbins talked about this: “The Cisco Secure AI Factory with Nvidia provides a blueprint for building AI-ready data centers for enterprises, sovereign cloud providers and newly emerging neocloud providers. We expect the sovereign AI opportunity to build momentum in the second half of fiscal year ’26.” AI will drive campus upgrades Most of the focus of network growth in AI has been in the data center, as that’s where the growth has been. However, the traffic agentic AI creates will drive campus upgrades as well. On the call, Cisco showed a chart of traffic generated by chatbots pre and post agentic, and it shows Cisco is expecting agentic to drive a consistent level of traffic that most networks are not able to handle. Robbin explained: “Network traffic will not only increase beyond the peaks of current chatbot interaction but will remain consistently high with agents in constant interaction.” The impact of this is twofold. The bump in traffic

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Nvidia targets data center with new servers, AI software

More Nvidia news from SIGGRAPH The RTX Pro server wasn’t the only news at the show. Nvidia also announced two new models of its Nemotron model family – the Nemotron Nano 2 and Llama Nemotron Super 1.5 – with advanced reasoning capabilities for building smarter AI agents. Nemotron is a family of enterprise-ready, open large language models (LLM) designed to enhance agentic AI for tasks requiring sophisticated reasoning, instruction following, coding, tool use, and multimodal (text+vision) understanding. These models deliver high accuracy for their relative size in areas such as scientific reasoning, coding, tool use, instruction following and chat, according to Nvidia. They are designed to imbue AI agents with deeper cognitive abilities and help AI systems explore options, weigh decisions and deliver results within defined constraints. Nvidia claims Nemotron Nano 2 achieves up to six times higher token generation throughput compared to other models its size. Llama Nemotron Super 1.5 offers top-tier performance and leads in reasoning accuracy, making it suitable for handling complex enterprise tasks. Also, Nvidia is empowering robotics and machines to “see” and react to what they see with new AI models that can ingest visual information and think about said information. The vendor just announced Cosmos Reason, a new open, customizable 7 billion-parameter reasoning Vision Language Models, or VLMs. VLMs allow robots and vision agents to think about what they see, just like a human. Up to now, robots have had the ability to “see,” but their reaction to what they saw was extremely limited. A VLM provides robotics with the ability to think about their actions.

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Cisco Q4 results: AI infrastructure orders surpass goal

Adding a little more color to the enterprise results, Robbins called out some of Cisco’s network modernization offerings for customers. “We’ve got [our] routing refresh, we’ve got a lot of new technology in our data center networking business … we have Wi-Fi 7 gear, which grew triple digits year over year. We’re in year eight of the [Catalyst 9000] offering, and honestly, if you look at products that were pre-[Catalyst 9000] that are still installed in our customer base, there’s tens of billions of dollars of install base there that we can go after,” Robbins said. Demand for AI infrastructure will extend to enterprises, Robbins said: “If you think about the AI revolution…We tend to see these things begin first in the cloud providers, which we’re clearly seeing the AI play in the cloud providers. Then we see it shift into the enterprise. We see a shift in the back end, in this case, from the back end to the front end. We believe that will occur as enterprises start using more of these services, and then enterprises will also build out inferencing… and we’re even seeing the telco business actually pick up as they’re telling us they’re increasing their network capacity and they’re modernizing their infrastructure in preparation for AI. So, we think AI is going to drive network modernization across all of these segments.” Taking aim at security Overall security order growth in Q4 was up double digits, Robbins said. “We have 80 new Hypershield customers, largely connected to this new smart switch [the N9300 Smart Switch]. So that strategy is working. And I would say that we had 480-plus new SSE customers during the quarter. So that’s our secure services edge [which] is really getting good traction. Robbins singled out the demand for integrated networking and security

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Uptime Institute’s Jay Dietrich on Why Net Zero Isn’t Enough for Sustainable Data Centers

In the latest episode of the Data Center Frontier Show podcast, Editor-in-Chief Matt Vincent sits down with Jay Dietrich, Research Director of Sustainability at Uptime Institute, to examine what real sustainability looks like inside the data center, and why popular narratives around net zero, offsets, and carbon neutrality often obscure more than they reveal. Over the course of our conversation, Dietrich walks listeners through Uptime’s expanding role in guiding data center operators toward measurable sustainability outcomes; not just certifications, but operational performance improvements at the facility level. “Window Dressing” vs. Real Progress Dietrich is candid about the challenges operators face in navigating the current landscape of sustainability reporting. Despite high-level claims of carbon neutrality, many facilities still operate inefficiently, relying heavily on carbon offsets or energy attribute certificates to hit corporate goals. “An EU survey found that 80% of data centers report carbon-free operations based on market calculations, while their national grids run at only 55% renewable,” Dietrich says. “The only thing that truly matters is the performance of the actual facility.” To close this gap, Uptime offers a Sustainability Gap Analysis and a Sustainable Operations Certification, helping data center operators minimize energy and water use, improve cooling efficiency, and increase the useful work delivered per megawatt hour. Redefining the Sustainable Data Center One of the discussion’s core messages: a net zero data center is not necessarily a sustainable one. Dietrich stresses the need to shift focus from corporate carbon accounting toward IT utilization, emphasizing metrics like: Work delivered per unit of energy consumed. Work delivered per metric ton of CO₂ emitted (location-based). Actual IT infrastructure utilization rates. Underutilized IT infrastructure — still common across the industry — is one of the biggest sustainability blind spots. “Running IT at 10% utilization wastes capacity, space, and energy,” says Dietrich. “Increasing that

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Data Center Jobs: Engineering, Construction, Commissioning, Sales, Field Service and Facility Tech Jobs Available in Major Data Center Hotspots

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. Peter Kazella of Pkaza Critical Facilities Recruiting provides tips for building a healthy applicant pool. Switchgear Field Service Technician – Critical Facilities Nationwide Travel  This position is also available in any major data center region: Ashburn, VA; Charlotte, NC; Atlanta, GA; Denver, CO; Portland, OR; Seattle, WA; Las Vegas, NV; or Phoenix, AZ. Multiple opportunities for both senior and mid-level switchgear field service technicians. These openings are with a nationwide market leader of power distribution solutions, specializing in switchgear and controls for mission-critical environments. This company provides customized solutions for enterprise, colocation, and hyperscale data centers, ensuring reliability and uptime through controls integration, power distribution solutions, and switchgear installations. Their services include installations, retrofits, upgrades, turnkey electrical solutions, and preventive & corrective maintenance of UPS, switchgear, generators, and PLC systems. This is an excellent career-growth opportunity to work on exciting projects with leading-edge technology and competitive compensation. Electrical Commissioning Engineer New Albany, OH This traveling position is also available in: Richmond, VA; Ashburn, VA; Charlotte, NC; Atlanta, GA; Hampton, GA; Fayetteville, GA; Minneapolis, MN; Phoenix, AZ; Dallas, TX; or Chicago, IL. *** ALSO looking for a LEAD EE and ME CxA agents and CxA PMs *** 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

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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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