Stay Ahead, Stay ONMINE

How the sometimes-weird world of lifespan extension is gaining influence

For the last couple of years, I’ve been following the progress of a group of individuals who believe death is humanity’s “core problem.” Put simply, they say death is wrong—for everyone. They’ve even said it’s morally wrong. They established what they consider a new philosophy, and they called it Vitalism. Vitalism is more than a philosophy, though—it’s a movement for hardcore longevity enthusiasts who want to make real progress in finding treatments that slow or reverse aging. Not just through scientific advances, but by persuading influential people to support their movement, and by changing laws and policies to open up access to experimental drugs. And they’re starting to make progress. Vitalism was founded by Adam Gries and Nathan Cheng—two men who united over their shared desire to find ways to extend human lifespan. I first saw Cheng speak back in 2023, at Zuzalu, a pop-up city in Montenegro for people who were interested in life extension and some other technologies. (It was an interesting experience—you can read more about it here.) Zuzalu was where Gries and Cheng officially launched Vitalism. But I’ve been closely following the longevity scene since 2022. That journey took me to Switzerland, Honduras, and a compound in Berkeley, California, where like-minded longevity enthusiasts shared their dreams of life extension. It also took me to Washington, DC, where, last year, supporters of lifespan extension presented politicians including Mehmet Oz, who currently leads the Centers for Medicare & Medicaid Services, with their case for changes to laws and policies. The journey has been fascinating, and at times weird and even surreal. I’ve heard biohacking stories that ended with smoking legs. I’ve been told about a multi-partner relationship that might be made possible through the cryopreservation—and subsequent reanimation—of a man and the multiple wives he’s had throughout his life. I’ve had people tell me to my face that they consider themselves eugenicists, and that they believe that parents should select IVF embryos for their propensity for a long life. I’ve seen people draw blood during dinner in an upscale hotel restaurant to test their biological age. I’ve heard wild plans to preserve human consciousness and resurrect it in machines. Others have told me their plans to inject men’s penises with multiple doses of an experimental gene therapy in order to treat erectile dysfunction and ultimately achieve “radical longevity.” I’ve been shouted at and threatened with legal action. I’ve received barefoot hugs. One interviewee told me I needed Botox. It’s been a ride. My reporting has also made me realize that the current interest in longevity reaches beyond social media influencers and wellness centers. Longevity clinics are growing in number, and there’s been a glut of documentaries about living longer or even forever. At the same time, powerful people who influence state laws, giant federal funding budgets, and even national health policy are prioritizing the search for treatments that slow or reverse aging. The longevity community was thrilled when longtime supporter Jim O’Neill was made deputy secretary of health and human services last year. Other members of Trump’s administration, including Oz, have spoken about longevity too. “It seems that now there is the most pro-longevity administration in American history,” Gries told me. I recently spoke to Alicia Jackson, the new director of ARPA-H. The agency, established in 2022 under Joe Biden’s presidency, funds “breakthrough” biomedical research. And it appears to have a new focus on longevity. Jackson previously founded and led Evernow, a company focused on “health and longevity for every woman.” “There’s a lot of interesting technologies, but they all kind of come back to the same thing: Could we extend life years?” she told me over a Zoom call a few weeks ago. She added that her agency had “incredible support” from “the very top of HHS.” I asked if she was referring to Jim O’Neill. “Yeah,” she said. She wouldn’t go into the specifics. Gries is right: There is a lot of support for advances in longevity treatments, and some of it is coming from influential people in positions of power. Perhaps the field really is poised for a breakthrough. And that’s what makes this field so fascinating to cover. Despite the occasional weirdness. This article first appeared in The Checkup, MIT Technology Review’s weekly biotech newsletter. To receive it in your inbox every Thursday, and read articles like this first, sign up here.

For the last couple of years, I’ve been following the progress of a group of individuals who believe death is humanity’s “core problem.” Put simply, they say death is wrong—for everyone. They’ve even said it’s morally wrong.

They established what they consider a new philosophy, and they called it Vitalism.

Vitalism is more than a philosophy, though—it’s a movement for hardcore longevity enthusiasts who want to make real progress in finding treatments that slow or reverse aging. Not just through scientific advances, but by persuading influential people to support their movement, and by changing laws and policies to open up access to experimental drugs.

And they’re starting to make progress.

Vitalism was founded by Adam Gries and Nathan Cheng—two men who united over their shared desire to find ways to extend human lifespan. I first saw Cheng speak back in 2023, at Zuzalu, a pop-up city in Montenegro for people who were interested in life extension and some other technologies. (It was an interesting experience—you can read more about it here.)

Zuzalu was where Gries and Cheng officially launched Vitalism. But I’ve been closely following the longevity scene since 2022. That journey took me to Switzerland, Honduras, and a compound in Berkeley, California, where like-minded longevity enthusiasts shared their dreams of life extension.

It also took me to Washington, DC, where, last year, supporters of lifespan extension presented politicians including Mehmet Oz, who currently leads the Centers for Medicare & Medicaid Services, with their case for changes to laws and policies.

The journey has been fascinating, and at times weird and even surreal. I’ve heard biohacking stories that ended with smoking legs. I’ve been told about a multi-partner relationship that might be made possible through the cryopreservation—and subsequent reanimation—of a man and the multiple wives he’s had throughout his life. I’ve had people tell me to my face that they consider themselves eugenicists, and that they believe that parents should select IVF embryos for their propensity for a long life.

I’ve seen people draw blood during dinner in an upscale hotel restaurant to test their biological age. I’ve heard wild plans to preserve human consciousness and resurrect it in machines. Others have told me their plans to inject men’s penises with multiple doses of an experimental gene therapy in order to treat erectile dysfunction and ultimately achieve “radical longevity.”

I’ve been shouted at and threatened with legal action. I’ve received barefoot hugs. One interviewee told me I needed Botox. It’s been a ride.

My reporting has also made me realize that the current interest in longevity reaches beyond social media influencers and wellness centers. Longevity clinics are growing in number, and there’s been a glut of documentaries about living longer or even forever.

At the same time, powerful people who influence state laws, giant federal funding budgets, and even national health policy are prioritizing the search for treatments that slow or reverse aging. The longevity community was thrilled when longtime supporter Jim O’Neill was made deputy secretary of health and human services last year. Other members of Trump’s administration, including Oz, have spoken about longevity too. “It seems that now there is the most pro-longevity administration in American history,” Gries told me.

I recently spoke to Alicia Jackson, the new director of ARPA-H. The agency, established in 2022 under Joe Biden’s presidency, funds “breakthrough” biomedical research. And it appears to have a new focus on longevity. Jackson previously founded and led Evernow, a company focused on “health and longevity for every woman.”

“There’s a lot of interesting technologies, but they all kind of come back to the same thing: Could we extend life years?” she told me over a Zoom call a few weeks ago. She added that her agency had “incredible support” from “the very top of HHS.” I asked if she was referring to Jim O’Neill. “Yeah,” she said. She wouldn’t go into the specifics.

Gries is right: There is a lot of support for advances in longevity treatments, and some of it is coming from influential people in positions of power. Perhaps the field really is poised for a breakthrough.

And that’s what makes this field so fascinating to cover. Despite the occasional weirdness.

This article first appeared in The Checkup, MIT Technology Review’s weekly biotech newsletter. To receive it in your inbox every Thursday, and read articles like this first, sign up here.

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

Introducing CodeMender: an AI agent for code security

While large language models are rapidly improving, mistakes in code security could be costly. CodeMender’s automatic validation process ensures that code changes are correct across many dimensions by only surfacing for human review high-quality patches that, for example, fix the root cause of the issue, are functionally correct, cause no

Read More »

Cisco adds intelligent policy enforcement to mesh firewall family

Deploy policies automatically: New or updated Layer 3/4 (L3/L4) policies can be created and applied to the appropriate firewalls within minutes. This is a stark contrast to traditional processes that can take weeks and often require back-and-forth with the application owner. Avoid rip-and-replace: The engine supports a hybrid mesh firewall

Read More »

Crooks are hijacking and reselling AI infrastructure: Report

Threat actors may not only be stealing AI access from fully developed applications, the researchers added. A developer trying to prototype an app, who, through carelessness, doesn’t secure a server, could be victimized through credential theft as well. Joseph Steinberg, a US-based AI and cybersecurity expert, said the report is

Read More »

Odds-On for USA to Strike Iran Before June

Prediction markets now put the probability of the U.S. striking Iran before June this year at 71 percent. That’s what Erik Meyersson, Chief EM Strategist at Skandinaviska Enskilda Banken AB (SEB), said in a report sent to Rigzone by the SEB team on Friday. “Brent crude futures rose above $70 per barrel yesterday (it now stands at $69.8), indicative of a substantial risk premium,” he noted. In the report, Meyersson warned that “another war including a naval intervention may bring greater risks of an event in the Strait of Hormuz”. “Given the limitations to [a] direct U.S. military strike, a likely scenario is that the U.S. seeks to start with a naval intervention to intercede Iran’s shadow fleet and sanctioned oil exports,” he said. “This also implies a higher chance of a risk event involving the Strait of Hormuz than last year’s war,” he warned. “The Polymarket estimate of the probability that Iran may attempt to close the Strait is 31 percent, compared to 24 percent on June 11th last year. The oil VIX index is at 55.4 percent, compared to 43.2 percent last year,” he added. “Even the Brent oil price is now on par with the level prevailing just before the June war, despite starting from a lower baseline,” Meyersson continued. “The Brent futures curve has seen a larger shift upwards relative to the period preceding last year’s war. This is the case for both the front-month and 12-year contract,” he went on to state. In a Rystad Energy market update sent to Rigzone just before 3pm GMT time on January 29, Rystad noted that oil prices had “risen sharply to $71.50 per barrel over the past few hours, their highest level since late September 2025, driven by mounting market speculation of an imminent U.S. military strike on Iran”.

Read More »

TotalEnergies Restarts Mozambique LNG Construction Activities

TotalEnergies SE said Thursday the under-construction Mozambique LNG is back in full gear after a security-related force majeure declaration that had been in place for about five years. The relaunch comes amid a new legal challenge in France accusing the French energy giant of “complicity in war crimes” over the alleged 2021 killing by Mozambican armed forces of dozens of civilians at the project site in Cabo Delgado province’s Afungi peninsula. TotalEnergies has denied any wrongdoing. And on November 7, 2025 the company and its Mozambique LNG partners lifted the freeze declaration announced April 26, 2021. Operator TotalEnergies said that in a meeting Thursday in Afungi, Mozambican President Daniel Chapo confirmed to TotalEnergies chair and chief executive Patrick Pouyanné “all measures taken to address the security and the continued cooperation with Rwanda”. “Construction activities have now restarted both offshore and onshore at Afungi site, with over 4,000 workers currently mobilized of which over 3,000 are Mozambican nationals”, TotalEnergies said in an online statement. “First LNG is expected in 2029 as the project progress is currently at 40 percent – almost all engineering and procurement of main equipment have been executed during the force majeure period”. Mozambique LNG is designed to develop about 65 trillion cubic feet of recoverable gas deposits in the northern coast of the Eastern African country to deliver an initial 13 million metric tons per annum (MMtpa) of liquefied natural gas. The partners plan to expand that to up to 43 MMtpa according to the project website. Chapo was quoted in Thursday’s statement as saying, “It will have a direct and significant impact on job creation, both in construction phase and in the operational phase, stimulating the national labor market and promoting the capacity-building of Mozambican manpower”. “At the same time, it consolidates Mozambique’s positioning as a regional

Read More »

Zelenskiy Invites Russia to Energy Strikes Truce

Ukraine is ready to halt strikes on energy infrastructure if Russia agrees to abide by a US proposal for a weeklong truce, President Volodymyr Zelenskiy said. “If Russia does not strike our energy infrastructure – generation facilities or any other energy assets – we will not strike theirs,” Zelenskiy told reporters in Kyiv late Thursday. “We want to end the war and we are ready for de-escalation steps.” US President Donald Trump said earlier at the White House that he’d asked Russian leader Vladimir Putin “not to fire into Kyiv and the various towns for a week, and he agreed to do that.” So far, the Kremlin hasn’t confirmed an agreement to halt missile and drone attacks that have devastated energy infrastructure in Ukraine, causing power and heating outages during an extreme winter cold snap. Temperatures are forecast to drop below minus 20C (minus 4F) at night, adding to wartime hardships for the weary population with many buildings in Kyiv and other cities across Ukraine plunged into cold and darkness during protracted blackouts. With the frontline in eastern and southern Ukraine shifting only gradually as the war nears its fourth full year, Russia has sought to break morale among Ukrainians by stepping up attacks on civilian infrastructure. Ukraine has responded by waging a campaign to strike Russia’s oil refineries and other infrastructure, aiming to undermine its ability to fund the war with income from energy sales. Trump’s proposal for an energy truce to allow greater space for negotiations aimed at ending the war is “an opportunity rather than an agreement,” Zelenskiy said. “Whether it will work or not, and what exactly will work, I cannot say at this point.” Russia continued its attacks on Ukraine overnight, launching one ballistic missile and 111 combat drones, Ukraine’s Air Force said on Telegram. Still, the scale was far

Read More »

Brent Settles Above $70 as Iran Tensions Rise

Brent crude futures settled above $70 a barrel for the first time since July after US President Donald Trump warned Iran to make a nuclear deal or face military strikes. The global oil benchmark rose 3.4% on Thursday, marking a third straight day of gains, while US counterpart West Texas Intermediate topped $65. Oil prices climbed amid the renewed risk of conflict that could disrupt crude exports out of Iran or ripple effects across global markets if a critical shipping route is blocked. Trump said in a social media post on Wednesday that US ships he ordered to the region were ready to fulfill their mission “with speed and violence, if necessary.” The commodity rallied even higher after the Associated Press reported that Iran issued a warning to ships at sea that it planned to run a drill next week that would include live firing in the Strait of Hormuz, citing two Pakistani security officials and the EOS Risk Group. The report stoked fears of a potential closure of the narrow passage that separates Iran and the Arabian peninsula, through which about a fifth of the world’s oil passes. Iran itself accounts for about 3% of global supply, producing roughly 3.3 million barrels per day. Crude has rallied so far in 2026, countering expectations for a market pressured by significant oversupply. Instead, geopolitical tensions from Iran to Venezuela and major supply disruption in Kazakhstan have helped to bolster prices. Prices eased off intraday highs Thursday after equities weakened and the dollar briefly surged, before paring gains, making commodities priced in the currency less attractive. Oil has been trading more closely in tandem with the US dollar amid concerns over currency debasement. Trump’s latest threats have injected a risk premium into prices. Bullish call options have been more expensive than bearish

Read More »

VEN Leader Pressed From All Sides Over Oil Plans

Venezuela’s interim leader is playing to three different audiences with her plans for Venezuela’s oil sector: foreign investors, the Donald Trump administration, and her own socialist supporters. None of them is happy with it.  Under pressure from Washington, acting President Delcy Rodríguez is seeking to revive the nation’s energy industry by opening it to foreign oil companies. The plans have sparked a backlash from across the political spectrum.   Some of Rodríguez’s allies in congress and the labor unions see her hydrocarbons law as a betrayal of her mentor, former President Hugo Chávez, who increased state control over the sector. At the same time, some international lawyers say it fails to provide adequate safeguards for investors in a country where they don’t have clear legal protection. And the Trump administration says it doesn’t go far enough in opening up the industry to private capital.   The law has put Rodríguez in a rare political bind in a country where the ruling party is accustomed to imposing its policies on the nation without significant resistance. Now the government is instead being forced to make difficult tradeoffs to balance demands from competing interests. Socialist advocacy group Plataforma Ciudadana en Defensa de la Constitución attacked the reform as a “sell-out,” and a demonstration “of the submissive attitude of certain national elites.” The reform “dismantles sovereignty control over the trading of our resources,” said former national assembly energy committee head William Rodríguez. He called it a measure “to increase the profits of the oppressor’s multinational corporations.” But the multinational corporations aren’t wild about it either.  “This is a band-aid approach to a law, not a integral approach,” Miami-based arbitrator and energy specialist Elisabeth Eljuri said. “Partial reforms like this one do not represent the needed legal framework for international investment.”  The law seeks to entice foreign

Read More »

Chevron Nigeria finds hydrocarbons in western Niger Delta appraisal

@import url(‘https://fonts.googleapis.com/css2?family=Inter:[email protected]&display=swap’); a { color: var(–color-primary-main); } .ebm-page__main h1, .ebm-page__main h2, .ebm-page__main h3, .ebm-page__main h4, .ebm-page__main h5, .ebm-page__main h6 { font-family: Inter; } body { line-height: 150%; letter-spacing: 0.025em; font-family: Inter; } button, .ebm-button-wrapper { font-family: Inter; } .label-style { text-transform: uppercase; color: var(–color-grey); font-weight: 600; font-size: 0.75rem; } .caption-style { font-size: 0.75rem; opacity: .6; } #onetrust-pc-sdk [id*=btn-handler], #onetrust-pc-sdk [class*=btn-handler] { background-color: #c19a06 !important; border-color: #c19a06 !important; } #onetrust-policy a, #onetrust-pc-sdk a, #ot-pc-content a { color: #c19a06 !important; } #onetrust-consent-sdk #onetrust-pc-sdk .ot-active-menu { border-color: #c19a06 !important; } #onetrust-consent-sdk #onetrust-accept-btn-handler, #onetrust-banner-sdk #onetrust-reject-all-handler, #onetrust-consent-sdk #onetrust-pc-btn-handler.cookie-setting-link { background-color: #c19a06 !important; border-color: #c19a06 !important; } #onetrust-consent-sdk .onetrust-pc-btn-handler { color: #c19a06 !important; border-color: #c19a06 !important; } Chevron Nigeria Ltd. (CNL) completed the Awodi-07 appraisal and exploration well in shallow waters offshore western Niger Delta, the Nigerian National Petroleum Co. Ltd. (NNPC) said in a Jan. 26 release. Drilling operations started in late November 2025 and were concluded in mid-December 2025. Following the completion of comprehensive testing, logging, and data acquisition, the well was safely secured. Results from the well confirmed a significant presence of hydrocarbons across multiple reservoir zones, NNPC said. Additional details were not disclosed.  NNPC and CNL work together under a joint venture agreement to operate several oil and gas fields in Nigeria’s Niger Delta. The partners aim to increase oil production to about 146,000 b/d. CNL is operator of the joint venture (40%) with NNPC holding the remaining 60%.

Read More »

Network engineers take on NetDevOps roles to advance stalled automation efforts

What NetDevOps looks like Most enterprises begin their NetDevOps journey modestly by automating a limited set of repetitive, lower-level tasks. Nearly 70% of enterprises pursuing infrastructure automation start with task-level scripting, rather than end-to-end automation, according to theCUBE Research’s AppDev Done Right Summit. This can include using tools such as Ansible or Python scripts to standardize device provisioning, configuration changes, or other routine changes. Then, more mature teams adopt Git for version control, define golden configurations, and apply basic validation before and after changes, explains Bob Laliberte, principal analyst at SiliconANGLE and theCUBE. A smaller group of enterprises extends automation efforts into complete CI/CD-style workflows with consistent testing, staged deployments, and automated verification, Laliberte adds. This capability is present in less than 25% of enterprises today, according to theCUBE, and it is typically focused on specific domains such as data center fabric or cloud networking. NetDevOps usually exists with the network organization as a dedicated automation or platform subgroup, and more than 60% of enterprises anchor NetDevOps initiatives within traditional infrastructure teams rather than application or platform engineering groups, according to Laliberte. “In larger enterprises, NetDevOps capabilities are increasingly centralized within shared infrastructure or platform teams that provide tooling, pipelines, and guardrails across compute, storage, and networking,” Laliberte says. “In more advanced or cloud-native environments, network specialists may be embedded within application, site reliability engineering (SRE), or platform teams, particularly where networking directly impacts application performance.” Transforming work At its core, NetDevOps isn’t just about changing titles for network engineers. It is about changing workflows, behaviors, and operating models across network operations.

Read More »

China clears Nvidia H200 sales to tech giants, reshaping AI data center plans

China is also accelerating efforts to strengthen domestic training chip design and manufacturing capabilities, with the strategic objective of reducing long-term dependence on foreign suppliers, Zeng added. Things could get more complex if authorities mandated imported chips to be deployed alongside domestically produced accelerators. Reuters has reported that this may be a possibility. “A mandated bundling requirement would create a heterogeneous computing environment that significantly increases system complexity,” Zeng said. “Performance inconsistencies and communication protocol disparities across different chip architectures would elevate O&M [operations and maintenance] overhead and introduce additional network latency.” However, the approvals are unlikely to close the gap with US hyperscalers, Zeng said, noting that the H200 remains one generation behind Nvidia’s Blackwell architecture and that approved volumes fall well short of China’s overall demand. Implications for global enterprises For global enterprise IT and network leaders, the move adds another variable to long-term AI infrastructure planning. Expanded sales of Nvidia’s H200 chips could help the company increase production scale, potentially creating room to ease pricing for Western enterprises deploying H200-based AI infrastructure, said Neil Shah, VP for research at Counterpoint Research.

Read More »

Nuclear safety rules quietly rewritten to favor AI

‘Referee now plays for the home team’ Kimball pointed out that while an SMR works on the same principle as a large-scale nuclear plant, using controlled fission to generate heat which is then converted to electricity, its design reduces environmental impacts such as groundwater contamination, water use, and the impact in the event of failure. For example, he said, the integral reactor design in an SMR, with all components in a single vessel, eliminates external piping. This means that accidents would be self-contained, reducing the environmental impact. In addition, he said, SMRs can be air-cooled, which greatly reduces the amount of water required. “These are just a couple of examples of how an SMR differs from the large industrial nuclear power plants we think of when we think of nuclear power.”  Because of differences like this, said Kimball, “I can see where rules generated/strengthened in the post-Three Mile Island era might need to be revisited for this new nuclear era. But it is really difficult to speak to how ‘loose’ these rules have become, and whether distinctions between SMRs and large-scale nuclear plants comprise the majority of the changes reported.” Finally, he said, “I don’t think I need to spend too many words on articulating the value of nuclear to the hyperscale or AI data center. The era of the gigawatt datacenter is upon us, and the traditional means of generating power can’t support this insatiable demand. But we have to ensure we deploy power infrastructure, such as SMRs, in a responsible, ethical, and safe manner.”  Further to that, Gogia pointed out that for CIOs and infrastructure architects, the risks extend well beyond potential radiation leaks. “What matters more immediately is that system anomalies — mechanical, thermal, software-related — may not be documented, investigated, or escalated with the diligence one would expect from

Read More »

Mplify launches AI-focused Carrier Ethernet certifications

“We didn’t want to just put a different sticker on it,” Vachon said. “We wanted to give the opportunity for operators to recertify their infrastructure so at least you’ve now got this very competitive infrastructure.” Testing occurs on live production networks. The automated testing platform can be completed in days once technical preparation is finished. Organizations pay once per certification with predictable annual maintenance fees required to keep certifications active. Optional retesting can refresh certification test records. Carrier Ethernet for AI The Carrier Ethernet for AI certification takes the business certification baseline and adds a performance layer specifically designed for AI workloads. Rather than creating a separate track, the AI certification requires providers to first complete the Carrier Ethernet for Business validation, then demonstrate they can meet additional stringent requirements. “What we identified was that there was another tier that we could produce a standard around for AI,” Vachon explained. “With extensive technical discussions with our membership, our CTO, and our director of certification, they identified the critical performance and functionality parameters.” The additional validation focuses on three key performance parameters: frame delay, inter-frame delay variation, and frame loss ratio aligned with AI workload requirements. Testing uses MEF 91 test requirements with AI-specific traffic profiles and performance objectives that go beyond standard business service thresholds. The program targets three primary use cases: connecting subscriber premises running AI applications to AI edge sites, interconnecting AI edge sites to AI data centers, and AI data center to data center interconnections.

Read More »

Gauging the real impact of AI agents

That creates the primary network issue for AI agents, which is dealing with implicit and creeping data. There’s a singular important difference between an AI agent component and an ordinary software component. Software is explicit in its use of data. The programming includes data identification. AI is implicit in its data use; the model was trained on data, and there may well be some API linkage to databases that aren’t obvious to the user of the model. It’s also often true that when an agentic component is used, it’s determined that additional data resources are needed. Are all these resources in the same place? Probably not. The enterprises with the most experience with AI agents say it would be smart to expect some data center network upgrades to link agents to databases, and if the agents are distributed away from the data center, it may be necessary to improve the agent sites’ connection to the corporate VPN. As agents evolve into real-time applications, this requires they also be proximate to the real-time system they support (a factory or warehouse), so the data center, the users, and any real-time process pieces all pull at the source of hosting to optimize latency. Obviously, they can’t all be moved into one place, so the network has to make a broad and efficient set of connections. That efficiency demands QoS guarantees on latency as well as on availability. It’s in the area of availability, with a secondary focus on QoS attributes like latency, that the most agent-experienced enterprises see potential new service opportunities. Right now, these tend to exist within a fairly small circle—a plant, a campus, perhaps a city or town—but over time, key enterprises say that their new-service interest could span a metro area. They point out that the real-time edge applications

Read More »

Photonic chip vendor snags Gates investment

“Moore’s Law is slowing, but AI can’t afford to wait. Our breakthrough in photonics unlocks an entirely new dimension of scaling, by packing massive optical parallelism on a single chip,” said Patrick Bowen, CEO of Neurophos. “This physics-level shift means both efficiency and raw speed improve as we scale up, breaking free from the power walls that constrain traditional GPUs.” The new funding includes investments from Microsoft’s investment fund M12 that will help speed up delivery of Neurophos’ first integrated photonic compute system, including datacenter-ready OPU modules. Neurophos is not the only company exploring this field. Last April, Lightmatter announced the launch of photonic chips to tackle data center bottlenecks, And in 2024, IBM said its researchers were exploring optical chips and developing a prototype in this area.

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 »