Stay Ahead, Stay ONMINE

Magnolia Q1 Profit Up YoY as Production Grows

Magnolia Oil & Gas Corporation has posted a net income of $106.6 million for the first quarter, up 9 percent compared to the corresponding quarter in 2024. The company said production grew by 14 percent year-over-year to 96.5 thousand barrels of oil equivalent per day, including 39.1 thousand barrels per day of oil, which are quarterly […]

Magnolia Oil & Gas Corporation has posted a net income of $106.6 million for the first quarter, up 9 percent compared to the corresponding quarter in 2024.

The company said production grew by 14 percent year-over-year to 96.5 thousand barrels of oil equivalent per day, including 39.1 thousand barrels per day of oil, which are quarterly production records for the company.

Giddings’ production increased by 25 percent in the first quarter compared to last year, with oil production up 17 percent from Q1 2024, the company said. It accounted for 79 percent of the total company volumes.

Magnolia’s Q1 capital spending on drilling and facilities reached $130.4 million, anticipated to be the highest quarterly rate for 2025, it said.

“Our total production during the first quarter of 96.5 thousand barrels of oil equivalent per day exceeded our expectations and was driven by strong well productivity in our Giddings asset together with shallower than expected declines”, Chris Stavros, Magnolia’s President and CEO, said.  “Much of this benefit originated from a newer area of Giddings which we had previously appraised, acquired additional acreage and more recently brought online multiple pads that have outperformed.

“As this area was expected to be a little gassier than the average Giddings well, we tactically planned some activity here to be brought online during the winter months to take advantage of historically higher pricing”.

Magnolia plans to operate two drilling rigs and one completion crew in 2025, maintaining this activity level throughout the year. It said its two-rig and one-crew program has driven over 40 percent production growth and doubled production in Giddings over the past four years. Around 75 to 80 percent of 2025 activities will involve multi-well development pads in Giddings, along with appraisal wells to test concepts and expand the play within its large acreage position. The Giddings development program includes drilling multi-well pads in Magnolia’s core 200,000 net acre area, the company said.

“The strong start to this year including our better well performance and improved capital efficiency allows us to raise our guidance for 2025 year-over-year production growth to a range of 7 to 9 percent compared to our initial outlook of 5 to 7 percent”, Stavros said.

“At the same time, we are lowering the range for our 2025 capital spending to $430 to $470 million, a reduction of approximately $25 million or more than 5 percent from the midpoint of our original spending plan”.

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 to editorial review. Off-topic, inappropriate or insulting comments will be removed.


MORE FROM THIS AUTHOR

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

Pantheon of college football gets a Wi-Fi upgrade

Notre Dame has fully adopted mobile ticketing and introduced grab-and-go concession stands, with plans to expand them further. Alcohol sales were recently approved, prompting efforts to support new services like mobile carts. In premium areas, fans can stream various games during events. Notre Dame also tested mobile ordering for concessions

Read More »

The U.S. leads the world in AI (job) anxiety

The Americans have the highest search volume with a population-adjusted value of 440,000 search queries on the topic of AI job loss, while their attitude towards AI is moderately positive at 54.5%. The intensity score of 3 for the U.S. shows that the concern of losing jobs to AI is

Read More »

Tigera extends cloud-native networking with Calico 3.30

This logging capability is exposed through two new components: Goldmane: A gRPC-based API endpoint that aggregates flow logs from Calico’s Felix component, which runs on each node. Whisker: A web-based visualization tool built with React and TypeScript that connects to the Goldmane API. The combination of these components provides detailed

Read More »

Income divide shows Aberdeen storing up energy jobs problem

Failure to secure manufacturing jobs in new green industries could see Aberdeen repeat mistakes that led Glasgow to become one of Europe’s most underperforming cities, a leading economist warns The warning follows analysis of average income paid across regions of Scotland which shows north-east constituencies comfortably out-performing much of the country – for now. But Professor Keith Bender, from Aberdeen University, warns the oil-rich region risks squandering skills and knowledge – and therefore income – built up over decades by failing to win contracts that could provide high-paying jobs for generations. Prof Bender, who is part of the Just Transition Lab at Aberdeen University, said some pockets of the city benefit from high-level renewables work, but the effect is greatly reduced from earlier oil and gas booms. Wealth is not being spread out to other communities and appears to be reducing steadily over time. A perfect storm Prof Bender believes the region is now facing a “perfect storm” with echoes of how Glasgow suffered from de-industrialisation. He said: “There is a lot of activity around renewables. A lot of the engineering, at least the research and development part of it, is being done by local industry. “But the challenge is that unlike an oil rig where you still need to maintain it and pay good wages for people, offshore wind doesn’t have that same maintenance cost and requirements.” © ShutterstockNorth Sea oil and gas workers. Prof Bender added: “We haven’t done a very good job of thinking about why we aren’t building wind turbines and solar panels here and utilising the high skills base that is in Aberdeen and around the north-east of Scotland. “The challenge I think the area really has is that the skills that Aberdeen has now had for a very long time are extremely mobile. “If people don’t

Read More »

Sustained Domestic Demand Growth Boosts ADNOC Gas Profit

ADNOC Gas PLC on Monday reported $1.27 billion in net profit for the first quarter, up 7 percent from the same three-month period last year thanks to continued growth in natural gas consumption in the United Arab Emirates. Economic growth at home lifted sales volumes, while efficient management limited the impact of a shutdown program, the gas processing and sales arm of Abu Dhabi National Oil Co. (ADNOC) said in an online statement. Earnings before interest, taxes, depreciation and amortization (EBITDA) increased 4 percent year-on-year to $2.16 billion for the January-March 2025 period. Revenue rose 6 percent to $6.1 billion. “Q1 also saw a year-on-year uplift in CAPEX [capital expenditure] of 43 percent as ADNOC Gas continues to make the necessary investments through the cycle to grow the business and achieve its longer-term EBITDA targets”, ADNOC Gas said. It expects to make an FID (final investment decision) on the Rich Gas Development project this year. Free cash flow ex-working capital landed at $1.21 billion, up 6 percent year-over-year. “This has been another outstanding quarterly performance by ADNOC Gas, supported by our resilient business model in a lower oil price market, which significantly exceeded market expectations”, commented ADNOC Gas chief executive Fatema Al Nuaimi. “These results come on the back of successful supply agreements and the optimization of our ongoing shutdown program designed to power our continued growth. “Looking ahead, we will use the strength of our balance sheet to invest through the cycle as we seek to realize EBITDA growth of over 40 percent between 2023 and 2029”. During the quarter ADNOC Gas secured about $9 billion worth of contracts for the long-term supply of liquefied natural gas to India Oil Corp. and Japan’s JERA Co. Inc. ADNOC Gas also announced plans to list on the Morgan Stanley Capital International

Read More »

Exporters See Gas Demand Growing 2 Percent This Year

The Gas Exporting Countries Forum (GECF) projects a 2 percent increase in natural gas consumption in 2025 on continued growth in the power and industrial sectors. Global production is also forecast to rise 2 percent, driven by the Middle East, according to the GECF’s monthly report for April. The GECF noted of anticipated economic slowdown and a lower inflation rate relative to 2024. The Doha-based intergovernmental body also pointed out energy prices dropped for the second consecutive month in March 2025. “The escalation of US tariffs and retaliatory measures from key trading partners are expected to dampen trade flows, contributing to a broader deceleration in global economic activity”, stated the report on the GECF website. “Moreover, rising trade policy uncertainty and persistently tight global financial conditions pose substantial downside risks to the global outlook”. In the first two months of 2025 gas demand in major gas-consuming countries that account for 60 percent of world gas demand increased 4 percent year-on-year to 543 billion cubic meters (19.18 trillion cubic feet). European Union gas demand last month climbed 5.2 percent from the same period in 2024, totaling 32 Bcm and extending its growth to seven consecutive months. “This increase was primarily driven by higher consumption in the power and residential sectors”, the GECF said. “March 2025 was slightly cooler than the record-breaking March of 2024, with temperatures averaging 6.03°C across European land areas – 0.08ºC lower than the previous year”. “Meanwhile, reduced wind and hydro generation heightened reliance on gas-fired power plants to maintain grid stability”, the GECF explained. “Additionally, industrial gas usage continued its upward trajectory, supported by a rebound in major European economies and the advantage of stabilized gas prices”. In the United Kingdom March 2025 marked a seventh consecutive year-on-year rise in gas consumption, with 6 Bcm recorded. Residential demand,

Read More »

Shell reportedly mulling takeover of supermajor rival BP

Shell is evaluating the possibility of mounting a takeover bid for its rival BP, according to media reports. The speculation comes as BP’s share price continues to slide amid a “strategic reset” and “disappointing” Q1 financial results. Bloomberg, citing people familiar with the matter, reported that Shell is working with advisors on a potential acquisition. However, Shell is reportedly waiting for further stock and oil price declines before deciding whether to pursue a bid. Since the start of 2025, BP’s share price has fallen by about 13% amid global economic uncertainty due to US President Donald Trump’s trade policies. Over the past 12 months, BP’s valuation has dropped by almost a third as its shares have lagged behind its supermajor rivals since the departure of former chief executive Bernard Looney. His replacement as CEO, Murray Auchincloss, has since unveiled plans to slash investment in its low-carbon efforts by $5 billion in an attempt to turn BP’s fortunes around. © Supplied by BPBP CEO Murray Auchincloss. A decision on whether Shell will launch a bid for BP will likely depend on whether BP’s share prices continue to fall, Bloomberg said. Industry analysts have long hinted at the potential merger of BP and Shell, particularly in recent years as their stock valuations continue to trail their American rivals. In response to the Bloomberg story, a spokesperson for Shell said: “As we have said many times before, we are sharply focused on capturing the value in Shell through continuing to focus on performance, discipline and simplification.” BP declined to comment on the reports. Shell chief executive Wael Sawan told analysts on Friday that while the oil giant “will keep looking at inorganic opportunities” for growth, he currently sees buying back Shell’s own shares as the best value transaction for the firm. Oil and

Read More »

First Europe-Built CO2 Carrier Gets Closer to Entering Service

INEOS has said all ship sections of Europe’s first carbon dioxide (CO2) carrier have been successfully assembled at the Royal Niestern Sander shipyard in the Netherlands. “The completion of all sections of the CO2 vessel is a giant step forward for transportation of CO2 in the EU. This ship is essential to our ambition of establishing the first full-scale CO2 storage facility in the EU”, Mads Gade, CEO of INEOS Energy Europe, said in a media release. With the completion of the ship’s hull, the vessel enters the next phase of construction, which includes retrofitting, commissioning, testing, and sea trials, INEOS said. “We are proud to reach this important milestone together with INEOS for the Project Greensand. The vessel is the first of its kind made in the EU and shows how the maritime industry in the North of the Netherlands can contribute to the energy transition. Construction is progressing steadily and according to plan”, Edwin de Vries, Director of Wagenborg Offshore, added. The vessel is designed to transport liquefied CO2 from onshore capture sites to offshore storage in the Danish part of the North Sea. It will operate regular routes from Port Esbjerg to the Nini West platform, where CO2 will be injected into the Nini reservoir, approximately 1,800 meters (5,905 feet) beneath the seabed. ”The geology in the Danish part of the North Sea is very well suited for safe and permanent storage of CO2. By fulfilling the potential for storage of CO2 deep below the subsurface in the Danish North Sea we can make a significant contribution to achieving both Danish and European climate goals. The CO2 carrier will play a pivotal role for Greensand in establishing and developing the first operational CO2 storage facility in the EU aimed at mitigating climate change”, Gade said. The landmark agreement

Read More »

How Fugro is helping to unlock the potential of CCUS

Fugro can support the implementation of CCUS projects in the UK by providing critical geo-data and advice for safe capture, transportation, and storage of CO2. Although a crucial aspect of the journey to net zero, it’s fair to say aspects of CCUS (Carbon Capture, Utilisation, and Storage) have been slow to gain momentum. As such, CCUS projects encounter significant uncertainties and risks. Addressing them in a meaningful way can help developers make informed decisions that will allow the sector to embrace the full potential of CCUS as a key component in achieving net zero. We spoke to Molly Thompson, business development manager within Fugro’s commercial team, to find out the essential role Fugro is playing in enabling CCUS projects to get to the next stage through ground investigation. “There are some uncertainties with CCUS projects in the UK and that’s why quite a lot of them have stalled,” explained Molly, “there’s a significant data gap”. “Additionally, many CCUS projects involve the nearshore zone (from the coast to about 40 metres water depth). But for developers, anything in that shallow transition area can pose the greatest risk. Understandably, they may be cautious about new developments or construction in this changeable, tidal zone.” Inform investment decisions & cost-optimisation This is where utilising existing and new geotechnical data can be the key to unlocking informed decision-making. Molly said: “What Fugro can offer is our technical capabilities gained over six decades from working in existing markets like renewable energy, and all the geotechnical and survey techniques that we would use for any offshore or onshore ground investigation. “All of this is highly applicable to CCUS. Our geo-data can reduce uncertainty at an early stage of development – helping clients pick their sites and inform final investment decisions.” Molly continued: “Once we’ve reviewed the existing data,

Read More »

ExtraHop looks to eliminate ‘extra hops’ in NDR stack

This deep visibility allows ExtraHop to provide insights across the entire network stack, from basic connectivity to application-level transactions. “The benefit of going all the way through Layer 7 is I can actually see a database transaction going through on the wire,” Vasani said. “If you have application teams complaining about database query latency, we can map it to what session was that tied to and what flows was it tied to from a network perspective and is this really an app server issue, or is it a network issue, or is it an endpoint issue?” The new sensor integrates with ExtraHop’s RevealX platform, feeding telemetry into the company’s cloud-scale ML/AI engine that powers its detection and analysis capabilities. “The sensor collects the telemetry, feeds it into an ML/AI engine that sits in the cloud, and then we layer in workflow engines on top to enable the various use cases,” Vasani said. In modern distributed enterprise environments, network visibility must extend beyond traditional data centers. ExtraHop’s all-in-one sensor is designed to address this reality with deployment options that span physical appliances, virtual machines and cloud environments. ExtraHop has both virtual and physical hardware appliances for sensor deployment. ExtraHop sensors can plug into a network through multiple methods including, Network Tap, SPAN (Switched Port Analyzer) port, packet broker or a cloud provider’s vTAP capabilities.

Read More »

AI’s energy appetite drives interest in nuclear power

In its new report, Deloitte said that its analysis of figures from the World Nuclear Association, the American Nuclear Society, the U.S. Department of Energy, and others showed that new nuclear power could potentially meet about 10% of the projected increase in data center demand over the next decade, assuming capacity is also significantly expanded by between 35GW and 62GW, and 30% of the expansion is earmarked for data centers. “Nuclear energy presents a potential solution for meeting some of the growing electricity demands of data centers, with its reliable and clean energy profile,” Deloitte’s report said, noting five key advantages of the technology: Reliable baseload power: Nuclear reactors operate 24/7, regardless of the weather, providing the reliable power so important to data centers. In addition, Deloitte said, “Their capacity factor, exceeding 92.5%, outperforms other sources like natural gas (56%) and renewables like wind (35%) and solar (25%).” High energy density: A small amount of fuel generates a lot of power, which minimizes the need for fuel storage and transportation. “This efficiency can translate to a smaller physical footprint and enhanced sustainability,” Deloitte said. Scalable power output: A full-sized reactor typically generates 800 megawatts (MW) or more of electricity, which accommodates the needs of large data centers. Low carbon emissions: Nuclear power plants produce virtually no greenhouse gas emissions during operation. Enhanced land use efficiency: Compared to other energy sources, nuclear power plants require relatively little land. Gartner’s Johnson echoed these advantages, and also predicted that nuclear energy, and small modular reactors (SMRs) in particular, will “provide a viable answer” to the question of what to do when electricity demand exceeds supply. They can, he said, “ensure independence from grid power fluctuations by providing dedicated on-site power for large data centers.” However, both Gartner and Deloitte also highlighted challenges in

Read More »

Nvidia AI supercluster targets agents, reasoning models on Oracle Cloud

Oracle has previously built an OCI Supercluster with 65,536 Nvidia H200 GPUs using the older Hopper GPU technology and no CPU that offers up to 260 exaflops of peak FP8 performance. According to the blog post announcing the availability, the Blackwell GPUs are available via Oracle’s public, government, and sovereign clouds, as well as in customer-owned data centers through its OCI Dedicated Region and Alloy offerings. Oracle joins a growing list of cloud providers that have made the GB200 NVL72 system available, including Google, CoreWeave and Lambda. In addition, Microsoft offers the GB200 GPUs, though they are not deployed as an NVL72 machine.

Read More »

Deep Data Center: Neoclouds as the ‘Picks and Shovels’ of the AI Gold Rush

In 1849, the discovery of gold in California ignited a frenzy, drawing prospectors from around the world in pursuit of quick fortune. While few struck it rich digging and sifting dirt, a different class of entrepreneurs quietly prospered: those who supplied the miners with the tools of the trade. From picks and shovels to tents and provisions, these providers became indispensable to the gold rush, profiting handsomely regardless of who found gold. Today, a new gold rush is underway, in pursuit of artificial intelligence. And just like the days of yore, the real fortunes may lie not in the gold itself, but in the infrastructure and equipment that enable its extraction. This is where neocloud players and chipmakers are positioned, representing themselves as the fundamental enablers of the AI revolution. Neoclouds: The Essential Tools and Implements of AI Innovation The AI boom has sparked a frenzy of innovation, investment, and competition. From generative AI applications like ChatGPT to autonomous systems and personalized recommendations, AI is rapidly transforming industries. Yet, behind every groundbreaking AI model lies an unsung hero: the infrastructure powering it. Enter neocloud providers—the specialized cloud platforms delivering the GPU horsepower that fuels AI’s meteoric rise. Let’s examine how neoclouds represent the “picks and shovels” of the AI gold rush, used for extracting the essential backbone of AI innovation. Neoclouds are emerging as indispensable players in the AI ecosystem, offering tailored solutions for compute-intensive workloads such as training large language models (LLMs) and performing high-speed inference. Unlike traditional hyperscalers (e.g., AWS, Azure, Google Cloud), which cater to a broad range of use cases, neoclouds focus exclusively on optimizing infrastructure for AI and machine learning applications. This specialization allows them to deliver superior performance at a lower cost, making them the go-to choice for startups, enterprises, and research institutions alike.

Read More »

Soluna Computing: Innovating Renewable Computing for Sustainable Data Centers

Dorothy 1A & 1B (Texas): These twin 25 MW facilities are powered by wind and serve Bitcoin hosting and mining workloads. Together, they consumed over 112,000 MWh of curtailed energy in 2024, demonstrating the impact of Soluna’s model. Dorothy 2 (Texas): Currently under construction and scheduled for energization in Q4 2025, this 48 MW site will increase Soluna’s hosting and mining capacity by 64%. Sophie (Kentucky): A 25 MW grid- and hydro-powered hosting center with a strong cost profile and consistent output. Project Grace (Texas): A 2 MW AI pilot project in development, part of Soluna’s transition into HPC and machine learning. Project Kati (Texas): With 166 MW split between Bitcoin and AI hosting, this project recently exited the Electric Reliability Council of Texas, Inc. planning phase and is expected to energize between 2025 and 2027. Project Rosa (Texas): A 187 MW flagship project co-located with wind assets, aimed at both Bitcoin and AI workloads. Land and power agreements were secured by the company in early 2025. These developments are part of the company’s broader effort to tackle both energy waste and infrastructure bottlenecks. Soluna’s behind-the-meter design enables flexibility to draw from the grid or directly from renewable sources, maximizing energy value while minimizing emissions. Competition is Fierce and a Narrower Focus Better Serves the Business In 2024, Soluna tested the waters of providing AI services via a  GPU-as-a-Service through a partnership with HPE, branded as Project Ada. The pilot aimed to rent out cloud GPUs for AI developers and LLM training. However, due to oversupply in the GPU market, delayed product rollouts (like NVIDIA’s H200), and poor demand economics, Soluna terminated the contract in March 2025. The cancellation of the contract with HPE frees up resources for Soluna to focus on what it believes the company does best: designing

Read More »

Quiet Genius at the Neutral Line: How Onics Filters Are Reshaping the Future of Data Center Power Efficiency

Why Harmonics Matter In a typical data center, nonlinear loads—like servers, UPS systems, and switch-mode power supplies—introduce harmonic distortion into the electrical system. These harmonics travel along the neutral and ground conductors, where they can increase current flow, cause overheating in transformers, and shorten the lifespan of critical power infrastructure. More subtly, they waste power through reactive losses that don’t show up on a basic utility bill, but do show up in heat, inefficiency, and increased infrastructure stress. Traditional mitigation approaches—like active harmonic filters or isolation transformers—are complex, expensive, and often require custom integration and ongoing maintenance. That’s where Onics’ solution stands out. It’s engineered as a shunt-style, low-pass filter: a passive device that sits in parallel with the circuit, quietly siphoning off problematic harmonics without interrupting operations.  The result? Lower apparent power demand, reduced electrical losses, and a quieter, more stable current environment—especially on the neutral line, where cumulative harmonic effects often peak. Behind the Numbers: Real-World Impact While the Onics filters offer a passive complement to traditional mitigation strategies, they aren’t intended to replace active harmonic filters or isolation transformers in systems that require them—they work best as a low-complexity enhancement to existing power quality designs. LoPilato says Onics has deployed its filters in mission-critical environments ranging from enterprise edge to large colos, and the data is consistent. In one example, a 6 MW data center saw a verified 9.2% reduction in energy consumption after deploying Onics filters at key electrical junctures. Another facility clocked in at 17.8% savings across its lighting and support loads, thanks in part to improved power factor and reduced transformer strain. The filters work by targeting high-frequency distortion—typically above the 3rd harmonic and up through the 35th. By passively attenuating this range, the system reduces reactive current on the neutral and helps stabilize

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 »