Stay Ahead, Stay ONMINE

UK net zero innovators to showcase pioneering tech in Aberdeen

Leading energy technology companies from across the UK will head to Aberdeen in April for the Net Zero Innovators conference at the P&J Live. Organised by the Net Zero Technology Centre (NZTC), the event comes amid a multibillion-pound boom in the UK’s energy transition sector. Taking place on 3 April, the conference will feature 50 […]

Leading energy technology companies from across the UK will head to Aberdeen in April for the Net Zero Innovators conference at the P&J Live.

Organised by the Net Zero Technology Centre (NZTC), the event comes amid a multibillion-pound boom in the UK’s energy transition sector.

Taking place on 3 April, the conference will feature 50 exhibiting startups including previous participants from the NZTC TechX Accelerator programme.

Firms including Frontier Robotics, Wastewater Fuels and JET Connectivity will showcase their innovations, alongside a series of panel discussions.

Technologies on display range from renewables to energy storage, carbon capture, hydrogen, alternative fuels and industrial decarbonisation.

Since its launch, the Aberdeen-headquartered NZTC has co-invested £420 million in technology development and demonstration projects.

Jointly funded by the UK and Scottish governments as part of the Aberdeen City Region Deal, the NZTC said its investment programme has created 1,550 direct jobs in Scotland.

Net Zero Innovators

NZTC chief acceleration officer Mark Anderson said events like the Net Zero Innovators conference “are about more than just ideas”.

“They’re about bringing people together and driving real change,” he said.

“As our first-ever Net Zero Innovators conference, this event is a major step forward in our journey to connect the brightest minds and most impactful innovations with their potential customers and backers in the energy industry.

© Supplied by NZTC
NZTC TechX director Mark Anderson.

“It’s happening at an exciting time for Scotland’s net zero economy, which is growing at the fastest rate in the UK.”

Anderson said the conference will demonstration how collaboration can “accelerate the transition to net zero” and boost “not also sustainability but also the economy”.

“We’re thrilled to bring together experts and innovators who, through our TechX Accelerator, are turning cutting-edge ideas into scalable, commercial solutions,” he said.

“These startups are making a real impact in decarbonisation and driving progress in making energy more sustainable, affordable and accessible for everyone.”

Other exhibitors set to appear include Stirling’s Myriad Wind, Cambridge-based Remedium Energy, and Aberdeen’s CCU International among others.

Scotland’s net zero economy

Recent figures show the UK’s net zero economy grew by 10.1% in 2023, generating £83.1 billion in gross value added (GVA) the UK economy.

According to the Energy and Climate Intelligence Unit and CBI Economics report, Scotland outperformed the rest of the UK with a 21.3% increase in its net zero economy.

The report found net zero economic activity is particularly important for Scotland, accounting for 4.9% of the country’s GVA (£9.1bn).

The industry also supports 107,000 full-time jobs in Scotland, an increase of 19.5% and accounting for around 3.8% of total jobs.

Meanwhile, the net zero sector supports close to 951,000 full-time jobs across the UK, including 678,000 in the supply chain.

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

Nissan, SK On announce $661M EV battery supply deal

Dive Brief: Nissan Motor Corp. and SK On inked a battery agreement to bolster the automaker’s electric vehicle production in North America, according to a Wednesday press release. Under the $661 million deal, the battery manufacturer will supply Nissan with roughly 100 GWh of high-nickel batteries from 2028 to 2033.

Read More »

Nvidia launches research center to accelerate quantum computing breakthrough

The new research center aims to tackle quantum computing’s most significant challenges, including qubit noise reduction and the transformation of experimental quantum processors into practical devices. “By combining quantum processing units (QPUs) with state-of-the-art GPU technology, Nvidia hopes to accelerate the timeline to practical quantum computing applications,” the statement added.

Read More »

Keysight network packet brokers gain AI-powered features

The technology has matured considerably since then. Over the last five years, Singh said that most of Keysight’s NPB customers are global Fortune 500 organizations that have large network visibility practices. Meaning they deploy a lot of packet brokers with capabilities ranging anywhere from one gigabit networking at the edge,

Read More »

ICYMI: WSJ: Thanks to Trump Administration, We Now Know the Truth About LNG’s Benefits

The Wall Street JournalMarch 20, 2025“The Biden LNG ‘Pause’ Deception”By The Editorial Board “The Energy Department on Wednesday approved the Venture Global CP2 liquefied natural gas export project that became a cri de coeur for climate activists. Good call. Meantime, we are learning more about how the Biden team deceived Americans about its 2024 LNG export “pause.” “President Biden, prodded by climate adviser John Podesta, announced a supposedly temporary suspension of LNG project approvals in January of the election year. The stated purpose was so Energy could do a study to determine if increased exports are in the “public interest.” It turns out that DOE career staff had already completed such a study by autumn 2023. “A draft of that study, which was shared with us, shows that increased U.S. LNG exports would have negligible effects on domestic prices while modestly reducing global greenhouse gas emissions. The latter is largely because U.S. LNG exports would displace coal in power production and gas exports from other countries such as Russia.“The majority of the additional U.S. natural gas substitutes for other global sources of natural gas,” the study notes. “Global and U.S. GHG emissions do not change appreciably” across various scenarios that DOE staff modeled. . . . “The climate lobby also says more LNG exports will increase U.S. energy costs. But the study forecast that wholesale gas prices in the U.S. would rise less than in the “study DOE commissioned on the economic impacts from U.S. LNG exports in 2018.” Residential gas prices would increase by a mere 4% by 2050. “DOE staff and lawyers rigorously reviewed the models and findings because these conclusions “are going to receive a lot of scrutiny” and we “need to be able to explain why the model shows reduced emissions,” as one commented in the

Read More »

Oil Gains Slightly as OPEC+ Uncertainty Looms

Oil steadied after a lackluster session as traders continued to weigh diverging signals over supply and demand. West Texas Intermediate edged up 0.3% to settle above $68 a barrel, notching its second weekly gain. The US penalized a small Chinese refinery and its chief executive officer for allegedly buying Iranian oil, as well as a terminal operator. The market structure for Middle Eastern barrels strengthened after the news, with traders bracing for disruption to global flows. RBC Capital Markets LLC analysts said the “risk premium here is taken more seriously.” Still, crude was weighed down by macroeconomic concerns over slower economic growth and its impact on oil demand, reflecting an increasingly bearish long-term outlook that also dragged on equities. The specter of more OPEC+ supply hikes starting next month also limited this week’s gains. Several of the cartel’s members have pledged additional cutbacks to compensate for exceeding quotas. The reductions by countries including Kazakhstan, Iraq and Russia should — in theory — offset the plans to revive halted output through to the end of next year, according to a statement on OPEC’s website. Oil Prices: WTI for May delivery added 0.3% to settle at $68.28 a barrel in New York. Brent for May settlement advanced 0.2% to settle at $72.16 a barrel. What do you think? We’d love to hear from you, join the conversation on the Rigzone Energy Network. The Rigzone Energy Network is a new social experience created for you and all energy professionals to Speak Up about our industry, share knowledge, connect with peers and industry insiders and engage in a professional community that will empower your career in energy. MORE FROM THIS AUTHOR Bloomberg

Read More »

Alberta Premier Rejects Oil Export Tax in Meeting With Carney

Alberta Premier Danielle Smith rejected any constraints on oil and gas exports to the US in her first meeting with new Prime Minister Mark Carney, renewing her criticism of Canada’s Liberal government as the country prepares for an election. Some Canadian leaders have suggested cutting or taxing energy exports to the US to strike back at President Donald Trump’s threatened tariffs. Smith leads the province that produces the vast majority of Canada’s more than 5 million barrels of daily oil output, nearly all of which goes to the US.   Smith said in an emailed statement that she made clear during her meeting with Carney, who succeeded Justin Trudeau as leader of the Liberal Party and was sworn in as prime minister last week, that she won’t “accept an export tax or restriction of Alberta’s oil and gas to the United States.” “Our province is no longer agreeable to subsidizing other large provinces who are fully capable of funding themselves,” she said. Smith also presented Carney with a list of demands, including oil and gas corridors to the north, east, and west, the repeal of legislation that she says hinders pipeline development and the lifting of a tanker ban off British Columbia’s coast. Smith also demanded the ends of an oil and gas industry emissions cap, clean energy regulations, a federal prohibition on single-use plastics and a net-zero car mandate. She also pressed for provinces to oversee the industrial carbon tax and sought the end of “federal censorship of energy companies.” The next prime minister, who will be chosen in an election that’s expected to be called within days, must address the list in the first six months of their term “to avoid an unprecedented national unity crisis,” she said. Carney, speaking at a press conference in which he was asked about

Read More »

Power Moves: New renewables managing director for PX Group and more

Tracy Wilson-Long has been appointed to Teesside-based PX Group as its new managing director for power and renewables. Originally from Teesside, Wilson-Long brings a wealth of experience to the role, having previously held strategic leadership positions at BP, working on global large-scale projects across North America, Europe, Asia, and Africa. Most recently she has worked in the Canadian clean technology space, helping start-ups advance to commercialisation, with a key focus and expertise in the developing hydrogen market. Tracy succeeds Neil Grimley, who has been with PX Group for over three decades and has shown outstanding, dedication and contribution, most recently in his leadership role building the power and renewables portfolio. He will now transition to the role of group business development director, where he will leverage his extensive experience to drive growth in fuels, terminals, and major net zero projects. Wilson-Long said: “PX Group’s vision, strategy and culture are a fantastic fit for me, I’m really looking forward to getting out to all our sites, meeting our people and customers, whilst learning all about the diverse operations in our business. I’m looking forward to working with PX Group’s talented team to unlock new possibilities.” PX Group recently scored a major contract win as it landed an operations and maintenance deal for the Tees Renewable Energy Plant (Tees REP). © Supplied by EnerMechEnerMech head of regional management in the Asia Pacific region Jason Jeow. Jason Jeow has been promoted to head Aberdeen-based EnerMech’s regional management in the Asia Pacific region. Jeow joined EnerMech in February as vice-president for Asia Pacific and will take on responsibility for managing relationships with regulatory bodies and environmental agencies as well as collaborate with business lines and local leaders to ensure adherence to high HSE standards and the safety of EnerMech personnel. EnerMech CEO Charles ‘Chuck’

Read More »

USA Crude Oil Inventories Rise Week on Week

U.S. commercial crude oil inventories, excluding those in the Strategic Petroleum Reserve (SPR), increased by 1.7 million barrels from the week ending March 7 to the week ending March 14, the U.S. Energy Information Administration (EIA) highlighted in its latest weekly petroleum status report. That report was released on March 19 and included data for the week ending March 14. This EIA report showed that crude oil stocks, not including the SPR, stood at 437.0 million barrels on March 14, 435.2 million barrels on March 7, and 445.0 million barrels on March 15, 2024. Crude oil in the SPR stood at 395.9 million barrels on March 14, 395.6 million barrels on March 7, and 362.3 million barrels on March 15, 2024, the report outlined. The EIA report highlighted that data may not add up to totals due to independent rounding. Total petroleum stocks – including crude oil, total motor gasoline, fuel ethanol, kerosene type jet fuel, distillate fuel oil, residual fuel oil, propane/propylene, and other oils – stood at 1.596 billion barrels on March 14, the report showed. Total petroleum stocks were up 1.9 million barrels week on week and up 22.5 million barrels year on year, the report revealed. “At 437.0 million barrels, U.S. crude oil inventories are about five percent below the five year average for this time of year,” the EIA said in its latest weekly petroleum status report. “Total motor gasoline inventories decreased by 0.5 million barrels from last week and are two percent above the five year average for this time of year. Finished gasoline inventories and blending components inventories both decreased last week,” it added. “Distillate fuel inventories decreased by 2.8 million barrels last week and are about six percent below the five year average for this time of year. Propane/propylene inventories decreased by

Read More »

Ceres Power strikes ‘record’ 2024

Fuel cell and electrolyser company Ceres Power generated record revenues and orders which narrowed losses in 2024, according to its final results for the year to 31 December. “This past year has been a record,” the company’s chief executive Phil Caldwell said on a call on Friday. “Looking ahead to next year… if we can get similar performance in 2025, that would also be a very good year.” The Horsham-based company’s revenues more than doubled over the year to £51.9 million, up from £22.3m a year earlier. Its gross margin rose to 77%, with gross profit nearly quadrupling to £40.2m, up from £13.6m in 2023. Healthy sales of services and licences and increased profitability meant pre-tax losses for the year halved to £25.9m, from a £53.6m loss in the prior year. Caldwell attributed the results, including a record order book of £112.8m for the period, to “progress” that the company has made with its partners. The firm signed three “significant” partner licence agreements in the year, although it was also disappointed” that its shareholder Bosch announced in February it would cease production of the firm’s fuel cells and divest its minority stake. During the period, Ceres signed two new manufacturing licensees, Taiwan-based Delta Electronics and Denso in Japan, together with India’s electrolyser company Thermax. “What that does is that builds out our market share and really where this business becomes profitable is, as those partners get to market and we’ve started to get products in the market, that’s where we get royalties and that’s what really drives the business forwards,” he said. “So, making progress with existing partners and also adding new partners to that is really how we grow the business.” First hydrogen production This fiscal year, the fuel cell and electrolyser company said it expects to reach initial

Read More »

PEAK:AIO adds power, density to AI storage server

There is also the fact that many people working with AI are not IT professionals, such as professors, biochemists, scientists, doctors, clinicians, and they don’t have a traditional enterprise department or a data center. “It’s run by people that wouldn’t really know, nor want to know, what storage is,” he said. While the new AI Data Server is a Dell design, PEAK:AIO has worked with Lenovo, Supermicro, and HPE as well as Dell over the past four years, offering to convert their off the shelf storage servers into hyper fast, very AI-specific, cheap, specific storage servers that work with all the protocols at Nvidia, like NVLink, along with NFS and NVMe over Fabric. It also greatly increased storage capacity by going with 61TB drives from Solidigm. SSDs from the major server vendors typically maxed out at 15TB, according to the vendor. PEAK:AIO competes with VAST, WekaIO, NetApp, Pure Storage and many others in the growing AI workload storage arena. PEAK:AIO’s AI Data Server is available now.

Read More »

SoftBank to buy Ampere for $6.5B, fueling Arm-based server market competition

SoftBank’s announcement suggests Ampere will collaborate with other SBG companies, potentially creating a powerful ecosystem of Arm-based computing solutions. This collaboration could extend to SoftBank’s numerous portfolio companies, including Korean/Japanese web giant LY Corp, ByteDance (TikTok’s parent company), and various AI startups. If SoftBank successfully steers its portfolio companies toward Ampere processors, it could accelerate the shift away from x86 architecture in data centers worldwide. Questions remain about Arm’s server strategy The acquisition, however, raises questions about how SoftBank will balance its investments in both Arm and Ampere, given their potentially competing server CPU strategies. Arm’s recent move to design and sell its own server processors to Meta signaled a major strategic shift that already put it in direct competition with its own customers, including Qualcomm and Nvidia. “In technology licensing where an entity is both provider and competitor, boundaries are typically well-defined without special preferences beyond potential first-mover advantages,” Kawoosa explained. “Arm will likely continue making independent licensing decisions that serve its broader interests rather than favoring Ampere, as the company can’t risk alienating its established high-volume customers.” Industry analysts speculate that SoftBank might position Arm to focus on custom designs for hyperscale customers while allowing Ampere to dominate the market for more standardized server processors. Alternatively, the two companies could be merged or realigned to present a unified strategy against incumbents Intel and AMD. “While Arm currently dominates processor architecture, particularly for energy-efficient designs, the landscape isn’t static,” Kawoosa added. “The semiconductor industry is approaching a potential inflection point, and we may witness fundamental disruptions in the next 3-5 years — similar to how OpenAI transformed the AI landscape. SoftBank appears to be maximizing its Arm investments while preparing for this coming paradigm shift in processor architecture.”

Read More »

Nvidia, xAI and two energy giants join genAI infrastructure initiative

The new AIP members will “further strengthen the partnership’s technology leadership as the platform seeks to invest in new and expanded AI infrastructure. Nvidia will also continue in its role as a technical advisor to AIP, leveraging its expertise in accelerated computing and AI factories to inform the deployment of next-generation AI data center infrastructure,” the group’s statement said. “Additionally, GE Vernova and NextEra Energy have agreed to collaborate with AIP to accelerate the scaling of critical and diverse energy solutions for AI data centers. GE Vernova will also work with AIP and its partners on supply chain planning and in delivering innovative and high efficiency energy solutions.” The group claimed, without offering any specifics, that it “has attracted significant capital and partner interest since its inception in September 2024, highlighting the growing demand for AI-ready data centers and power solutions.” The statement said the group will try to raise “$30 billion in capital from investors, asset owners, and corporations, which in turn will mobilize up to $100 billion in total investment potential when including debt financing.” Forrester’s Nguyen also noted that the influence of two of the new members — xAI, owned by Elon Musk, along with Nvidia — could easily help with fundraising. Musk “with his connections, he does not make small quiet moves,” Nguyen said. “As for Nvidia, they are the face of AI. Everything they do attracts attention.” Info-Tech’s Bickley said that the astronomical dollars involved in genAI investments is mind-boggling. And yet even more investment is needed — a lot more.

Read More »

IBM broadens access to Nvidia technology for enterprise AI

The IBM Storage Scale platform will support CAS and now will respond to queries using the extracted and augmented data, speeding up the communications between GPUs and storage using Nvidia BlueField-3 DPUs and Spectrum-X networking, IBM stated. The multimodal document data extraction workflow will also support Nvidia NeMo Retriever microservices. CAS will be embedded in the next update of IBM Fusion, which is planned for the second quarter of this year. Fusion simplifies the deployment and management of AI applications and works with Storage Scale, which will handle high-performance storage support for AI workloads, according to IBM. IBM Cloud instances with Nvidia GPUs In addition to the software news, IBM said its cloud customers can now use Nvidia H200 instances in the IBM Cloud environment. With increased memory bandwidth (1.4x higher than its predecessor) and capacity, the H200 Tensor Core can handle larger datasets, accelerating the training of large AI models and executing complex simulations, with high energy efficiency and low total cost of ownership, according to IBM. In addition, customers can use the power of the H200 to process large volumes of data in real time, enabling more accurate predictive analytics and data-driven decision-making, IBM stated. IBM Consulting capabilities with Nvidia Lastly, IBM Consulting is adding Nvidia Blueprint to its recently introduced AI Integration Service, which offers customers support for developing, building and running AI environments. Nvidia Blueprints offer a suite pre-validated, optimized, and documented reference architectures designed to simplify and accelerate the deployment of complex AI and data center infrastructure, according to Nvidia.  The IBM AI Integration service already supports a number of third-party systems, including Oracle, Salesforce, SAP and ServiceNow environments.

Read More »

Nvidia’s silicon photonics switches bring better power efficiency to AI data centers

Nvidia typically uses partnerships where appropriate, and the new switch design was done in collaboration with multiple vendors across different aspects, including creating the lasers, packaging, and other elements as part of the silicon photonics. Hundreds of patents were also included. Nvidia will licensing the innovations created to its partners and customers with the goal of scaling this model. Nvidia’s partner ecosystem includes TSMC, which provides advanced chip fabrication and 3D chip stacking to integrate silicon photonics into Nvidia’s hardware. Coherent, Eoptolink, Fabrinet, and Innolight are involved in the development, manufacturing, and supply of the transceivers. Additional partners include Browave, Coherent, Corning Incorporated, Fabrinet, Foxconn, Lumentum, SENKO, SPIL, Sumitomo Electric Industries, and TFC Communication. AI has transformed the way data centers are being designed. During his keynote at GTC, CEO Jensen Huang talked about the data center being the “new unit of compute,” which refers to the entire data center having to act like one massive server. That has driven compute to be primarily CPU based to being GPU centric. Now the network needs to evolve to ensure data is being fed to the GPUs at a speed they can process the data. The new co-packaged switches remove external parts, which have historically added a small amount of overhead to networking. Pre-AI this was negligible, but with AI, any slowness in the network leads to dollars being wasted.

Read More »

Critical vulnerability in AMI MegaRAC BMC allows server takeover

“In disruptive or destructive attacks, attackers can leverage the often heterogeneous environments in data centers to potentially send malicious commands to every other BMC on the same management segment, forcing all devices to continually reboot in a way that victim operators cannot stop,” the Eclypsium researchers said. “In extreme scenarios, the net impact could be indefinite, unrecoverable downtime until and unless devices are re-provisioned.” BMC vulnerabilities and misconfigurations, including hardcoded credentials, have been of interest for attackers for over a decade. In 2022, security researchers found a malicious implant dubbed iLOBleed that was likely developed by an APT group and was being deployed through vulnerabilities in HPE iLO (HPE’s Integrated Lights-Out) BMC. In 2018, a ransomware group called JungleSec used default credentials for IPMI interfaces to compromise Linux servers. And back in 2016, Intel’s Active Management Technology (AMT) Serial-over-LAN (SOL) feature which is part of Intel’s Management Engine (Intel ME), was exploited by an APT group as a covert communication channel to transfer files. OEM, server manufacturers in control of patching AMI released an advisory and patches to its OEM partners, but affected users must wait for their server manufacturers to integrate them and release firmware updates. In addition to this vulnerability, AMI also patched a flaw tracked as CVE-2024-54084 that may lead to arbitrary code execution in its AptioV UEFI implementation. HPE and Lenovo have already released updates for their products that integrate AMI’s patch for CVE-2024-54085.

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 »