Stay Ahead, Stay ONMINE

Onscreen’s TV-based AI companion provides help for elder caregivers

Join our daily and weekly newsletters for the latest updates and exclusive content on industry-leading AI coverage. Learn More Onscreen has been providing caregivers and seniors with an AI-based companion called Joy to help family members take care of older adults. Now it’s bringing its Joy AI companion app to Android tablets and iPads. The […]

Join our daily and weekly newsletters for the latest updates and exclusive content on industry-leading AI coverage. Learn More


Onscreen has been providing caregivers and seniors with an AI-based companion called Joy to help family members take care of older adults. Now it’s bringing its Joy AI companion app to Android tablets and iPads.

The company knows caregivers are outnumbered by those who need care in this country. I felt the reality of that as I and a team of caregivers took care of my mother before she died from dementia this year. And so it gave me a little hope to see Onscreen working on TV-based technology for AI companions for older adults last year. Now the company has a new way to reach seniors.

Onscreen Joy is an AI companion that reduces social isolation, supports aging in place, and enhances quality of life for older folks. It introduced the products at CES 2025, the big tech trade show in Las Vegas this week where it will be evident that tech companies are targeting seniors now.

Of course, we can say that it’s always better for the elderly to have human support for their caregiving. But the reality is there just aren’t enough caregivers. And there’s a loneliness epidemic that is making the onset of dementia with the elderly worse.

The new Onscreen Joy tablet app, is designed to enhance communication, companionship, and care for older adults. Unveiled at CES 2025, this new offering expands Onscreen’s mission to address social isolation and make care more accessible for seniors and their families. Onscreen AI-based care solutions will be on display at CES 2025 in AgeTech Atlanta booth (Venetian Expo Level 2 Halls A-D: Booth 54600).

“Here at Onscreen, we are building the TV solution for older adults. Every day, 10,000 people become a senior in this country. There’s over 22 million folks over the age of 75, over 13 million folks over the age of 80, and they all struggle with technology to certain some point as they age,” CEO Costin Tuculescu said in an interview with GamesBeat some weeks ago. “It just gets harder and harder and harder.”

He added, “On the other side of that equation, you have a family members, who are usually their adult children, that just start to worry. They want to see their parents. They want to make sure the parents are thriving, that they’re doing well, but it’s hard trying to get 80-year-old mom or dad on a zoom call.”

To deal with that, Tuculescu said, “We have created a product to make the tech extremely senior friendly. Bring family communication and keep everybody in the loop. Bring socialization to address problems like loneliness and isolation, and bring an AI companion into the home that lets us stay in touch with our older adults. And the AI companion, in essence, is always available to the senior and collects information about how the senior is doing things that they need. And then further, kind of connects the family with the senior to make sure everything they need is handled.”

Expanding Joy AI to tablets

Onscreen’s Joy AI companion can remind seniors when to take medicine.

Building on the success and learnings of its TV-based Moment senior care platform, the Onscreen Joy app eliminates the requirement for a new hardware device, and brings Onscreen’s most important senior care features of the platform to Android tablets and iPads. It’s like Roku for seniors.

This new app enables families to set up a senior care hub using devices they already own, often older generation devices that collect dust once the upgrade cycle comes around. By lowering the barriers to entry and leveraging existing hardware, Onscreen Joy enables more seniors and families to benefit from Onscreen’s broader caregiving platform.

“Launching Onscreen Joy at CES 2025 is a significant step toward opening up the Onscreen ecosystem, and making the powerful capabilities of Onscreen available to more families that need them,” said Tuculescu. “Our goal from day one has been to simplify technology so that seniors feel supported and engaged. By offering a tablet-based solution, we’re removing barriers and empowering families to use their existing devices to provide meaningful care.”

Key Features of Onscreen Joy

The app includes a wide range of capabilities designed to enhance the lives of seniors and
their families:

  • “Joy” the Personal Companion: Offers engaging conversations, trivia, jokes, and creative activities like painting, bringing entertainment and stimulation to seniors.
  • AI Wellness Check-Ins: Joy performs wellness check-ins in the form of friendly reminders for essential activities like taking medication, eating meals, drinking water, and engaging in physical activity.
  • Automatic Video Call Answering: Automatically connects seniors with trusted family members in their “Favorites” list, making communication seamless. Callers using both iOS and Android devices can easily connect with their older loved ones, overcoming the limitations of proprietary video calling systems tied to specific mobile operating systems (ie FaceTime).
  • Family Zoom Sessions: Allows seniors to join family Zoom calls without requiring any effort, ensuring they stay connected to larger family gatherings.
  • Simple Text, Photo and Video Messaging: Displays text messages, photos, and videos in an easy-to-read format, making it simple for seniors to engage with shared content.
  • Live Interactive Events: Provides access to live events and activities, enabling seniors to participate in engaging and interactive experiences from the comfort of their home, with no technical assistance required.
  • YouTube Content Sharing: Plays videos shared by family members directly on the tablet, offering a personalized entertainment experience.
  • Photo Gallery & Slideshow: Organizes shared photos into a dedicated gallery, creating a visual archive of cherished memories. Optionally, when the tablet is idle, photos of loved ones will be rotating through, effectively providing a convenient picture frame.

Updates to the Onscreen family app

Onscreen helps seniors make calls with intuitive controls.

In addition to launching the Onscreen Joy senior care tablet app, the company has rebranded its existing app for family members and caregivers as Onscreen Family. This app continues to provide an intuitive way for families to stay connected with their older loved ones through features like video calls, photo sharing, and real-time updates.

Onscreen Family works seamlessly with Onscreen Joy, creating a comprehensive solution that meets the needs of both seniors and their support networks. Additionally, Onscreen provides a web application for users that prefer to set up Routines on a larger screen, and gives family caregivers the ability to trends and outcomes resulting from Joy’s check-ins with the senior.

The loneliness epidemic

Whether through friendly conversation, mental stimulation with trivia games and brain teasers, or creative sessions like generating a painting, Joy offers daily interactions that reduce loneliness and foster emotional well-being. By engaging older adults in meaningful and fun activities, Joy helps keep their minds active and spirits lifted, all from the comfort of their TV — a familiar device for seniors.

Rolled out this fall, Onscreen provide caregivers and senior care professionals with insights into the daily lives of their loved ones or patients through an accessible TV-based format. As the aging population grows, Joy’s enhanced features promote well-being, support activities of daily living, enable health monitoring, and increase cognitive and emotional engagement, offering a clearer picture of health and safety while reducing feelings of isolation.

“Loneliness and isolation is a massive problem. It affects about 40% of seniors,” Tuculescu said. “Loneliness and isolation gives you a 50% increased risk of dementia, 30% increased risk of stroke, 35% increased risk of heart heart disease.”

Onscreen’s own studies show 88% of caregivers reported reduced loneliness among their loved ones; 76% observed a significant increase in happiness; and 86% noted improvements in overall well-being.

These findings highlight the profound difference that accessible technology can make in the lives of seniors, particularly those facing cognitive challenges.

With regular check-ins and conversations, Joy helps seniors age in place for a longer time by providing helpful reminders, companionship, and mental stimulation, all while reporting insightful details about their daily activity, as well as their physical and mental health, to loved ones and caregivers, said Costin Tuculescu, CEO of Onscreen, in an interview with VentureBeat.

Tuculescu has a personal stake in this, as do we all, as he was inspired to start the business after caring for his mother.

Tuculescu saw how much platforms like Zoom helped in the pandemic, but he also saw the challenges that the older population had, even with something as simple as video communication.

“My parents are in their mid 70s. I connected with my other cofounder for Onscreen, who was Jerry Norton. He previously had a company that was acquired by GoTo Meeting. So we really have this whole conferencing and communication background and he went through the entire journey with his parents aging, having a really hard time staying connected with them, eventually passing away in a senior living facility, seeing the loneliness, seeing how disconnected they become,” Tuculescu said. “So he’s very passionate about this. I got parents in my mid 70s, and I see how their cognitive aspects are changing, and I know that we’re going to need better tools to support the general population.”

Onscreen can perform a general wellness check, giving a comprehensive assessment of the senior’s health, emotional state, and living conditions to ensure well-being and comfort. Joy can also do a meal and hydration check, confirming whether meals have been eaten and if the user has been drinking enough water.

Joy also encourages physical activity, promoting mobility and overall physical well-being. And it performs a sleep quality, monitoring sleep and rest patterns. And Joy offers gentle reminders to maintain personal hygiene and ensure a safe, secure living environment.

A gaming element

There’s also a gaming part of this. Joy offers memory lane and brain teasers. These are engaging sessions for reminiscing or mental stimulation, promoting positive emotions and cognitive sharpness.

And it has daily jokes and trivia games. These are fun, interactive moments that lift spirits and entertain elders. The patients can also paint. Joy can prompt the user to generate a unique painting, fostering creativity and engagement.

Caregivers and family members can see the paintings their loved ones create in the Onscreen mobile app, save them, and even share them with family and friends.

These new capabilities complement Joy’s initial set of check-in routines that have already started to roll out earlier this year:

Joy can also do a casual check-in focused on providing friendly conversation and company, purely for social connection. And it can do a medication check, where Joy reminds users to take prescribed medication, asking about side effects or challenges and ensuring they stay on schedule.

Lastly, Joy can perform a pain and happiness check. It can check on both physical pain and emotional happiness, asking users to rate their well-being to offer personalized empathy and care.

Availability and pricing

Onscreen Joy is available now on the App Store and Google Play Store. Families can start with a 30-day free trial, allowing them to explore the app’s features and benefits. After the trial, the service is available for a subscription fee of $9.99 per month, offering an affordable way to enhance connection, companionship and care for senior loved ones.

A trusted senior care technology partner

Onscreen has established itself as a trusted name in senior care technology by creating solutions that address the unique challenges faced by older adults and their families. The
company’s flagship product, Moment, a TV-based senior care device, along with the
companion Onscreen Family app for caregivers, leverages the familiarity and comfort of
the TV to provide AI-powered companionship, reminders, seamless video calling with loved
ones, live Zoom classes, and even the ability to provide TV tech support from anywhere.

Recognized for its innovative approach, Onscreen has earned accolades such as the CES 2024 CES AARP AgeTech After Dark Pitch Competition win and selection into the AARP AgeTech Collaborative Accelerator. These achievements highlight Onscreen’s ongoing commitment to addressing the challenges of the growing aging population and improving quality of life for seniors.

Beyond senior care, Onscreen’s technology has also demonstrated its potential to serve diverse markets. As one of four finalist companies selected for the CTA Foundation’s Digital Health Innovation Challenge, Onscreen is adapting its AI-driven solutions to improve accessibility and wellness for working-age adults with intellectual and developmental disabilities. This recognition underscores the flexibility and scalability of Onscreen’s platform to address a variety of unique needs across different demographics.

Safe and trustworthy AI models

Costin Tuculescu is CEO of Onscreen, which helps seniors with an AI companion.

Tuculescu said he understands that trust is one of the most, if not THE most, important issue for its customers and partners. That’s why Joy’s AI operates on highly secure and vetted models, ensuring safety at every step.

Joy filters out harmful content and uses techniques like Reinforcement Learning with Human Feedback (RLHF) to ensure responses are accurate, reliable, and aligned with trusted policies.

Powered by OpenAI’s latest models, Joy leverages cutting-edge methods to prevent security vulnerabilities, making it safe for home and senior care environments.

A vision for the future of AI in senior care

These innovations are just the beginning of using AI for senior care, Tuculescu said.

The company is working to enable Joy to provide 24/7 companionship and support for elders both at home and in senior living communities.

With the silver tsunami approaching, these solutions are more critical than ever, Tuculescu said.

In addition to emotional support, Joy’s check-ins provide practical assistance to help older adults maintain healthy routines. From reminding them to take medications and stay hydrated to checking in on sleep quality, safety, and hygiene, Joy ensures that older adults are receiving gentle reminders to stay well while promoting independence. With Joy, older adults can enjoy companionship and care in a seamless, unobtrusive way, improving their day-to-day quality of life.

How Joy benefits family caregivers

Family caregivers can stay more connected and engaged with their loved ones’ well-being through the updated Onscreen mobile apps. These apps now feature a Companion Tab, which allows caregivers to view Joy’s interactions with their loved ones at a glance.

With just one tap, they can see the results of daily health check-ins, medication reminders, and hydration prompts, ensuring their loved ones are maintaining healthy routines. The app also captures moments of creativity and joy, such as paintings generated during interactive sessions, which caregivers can save and share with family members, creating a more connected and engaged caregiving experience.

This easy access to critical information provides caregivers with the peace of mind that they can monitor their loved one’s emotional, physical, and social well-being anytime, no matter where they are. Whether it’s keeping track of meal times, exercise reminders, or simply knowing their loved ones are engaged in meaningful activities, Onscreen’s mobile app empowers caregivers to stay involved in the daily lives of their family members conveniently and compassionately.

How Joy can benefit enterprises

For Enterprise customers—including senior living communities, home care agencies, and healthcare providers—Onscreen’s Enterprise Manager dashboard offers advanced functionality for managing a large number of devices and users.

The dashboard provides detailed insights into health check-ins, wellness metrics, and other data gathered through Joy’s AI interactions, enabling care organizations to deliver personalized and efficient care at scale. With tools to monitor multiple users and devices, the Enterprise Manager dashboard is a powerful solution for organizations looking to enhance care delivery and improve outcomes for seniors in their care.

Onscreen also offers Onscreen Live, which helps older adults participate in live online classes and events from the comfort of their TV. This innovative solution is made possible through new partnerships with The Loop Village and Discover Live, bringing a diverse range of interactive activities directly to the living rooms of older adults.

With Onscreen Live, it is possible to access live and interactive classes and content directly from the TV. Onscreen’s integrated camera and microphone now makes it seamless to fully participate in these live activities for seniors, allowing a fully engaging and interactive experience for older adults that may traditionally struggle to get technology working.

The Onscreen Live offering is an add-on to a user’s existing Onscreen subscription. Customers can choose to subscribe to either provider – The Loop Village or Discover Live, for a flat monthly fee of $50.

Onscreen has participated in the AgeTech Collaborative accelerator program, an eight-week program designed to elevate promising early-stage AgeTech startups. Onscreen also has an application programming interface (API) and an enterprise-grade device management portal.

The API gives Onscreen partners the ability to seamlessly integrate their services with Onscreen’s innovative TV-based video calling platform.

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

OPEC Receives Updated Compensation Plans

A statement posted on OPEC’s website this week announced that the OPEC Secretariat has received updated compensation plans from Iraq, the United Arab Emirates (UAE), Kazakhstan, and Oman. A table accompanying this statement showed that these compensation plans amount to a total of 221,000 barrels per day in November, 272,000

Read More »

LogicMonitor closes Catchpoint buy, targets AI observability

The acquisition combines LogicMonitor’s observability platform with Catchpoint’s internet-level intelligence, which monitors performance from thousands of global vantage points. Once integrated, Catchpoint’s synthetic monitoring, network data, and real-user monitoring will feed directly into Edwin AI, LogicMonitor’s intelligence engine. The goal is to let enterprise customers shift from reactive alerting to

Read More »

Akamai acquires Fermyon for edge computing as WebAssembly comes of age

Spin handles compilation from source to WebAssembly bytecode and manages execution on target platforms. The runtime abstracts the underlying technology while preserving WebAssembly’s performance and security characteristics. This bet on WebAssembly standards has paid off as the technology matured.  WebAssembly has evolved significantly beyond its initial browser-focused design to support

Read More »

Winners and losers in the latest Top500 supercomputer list

Winner: Slingshot-11 Slingshot-11 is a 200G proprietary interconnect developed by HPE and its Cray supercomputer subsidiary. As the number of Cray systems increases on the list, so goes the number of Slingshot-11 based systems. The total number of Slingshot-11 systems jumped from 37 and 2024 to 52 this year. Loser:

Read More »

Russia Oil Revenue Falls by a Third

The Russian government’s oil proceeds shrank by almost a third in November from a year ago as weaker crude prices and a stronger currency took their toll on revenues. Oil-related taxes declined by 32% to 413.7 billion rubles ($5.3 billion) last month, according to Bloomberg calculations based on finance ministry data published Wednesday. Combined oil and gas revenue fell by 34% to 530.9 billion rubles.  Lower proceeds from those industries — which have accounted for about a quarter of Russia’s budget so far this year — will ramp up pressure on state finances, burdened by military spending on the war against Ukraine that’s well into its fourth year.  Global crude prices have drifted lower ahead of an expected supply glut, and the discount for Russian blends has gotten even steeper after US President Donald Trump blacklisted the nation’s two largest producers, Rosneft PJSC and Lukoil PJSC, to pressure his counterpart Vladimir Putin to end the war in Ukraine.  On a month-to-month basis, oil revenue almost halved, reflecting the fact that one of Russia’s main oil taxes — a profit-based levy — is paid four times a year in March, April, July and October.  Russia’s finance ministry calculated oil revenue based on the average price of Urals — its key export blend — at $53.68 a barrel in October, 17% lower than a year ago. A stronger currency also contributed to lower revenue, as it means producers receive fewer rubles for each dollar earned by selling a barrel of oil. In October, the Russian currency averaged 81.0089 rubles against the US dollar, 15% stronger than a year earlier. 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

Read More »

USA Gasoline Price Falls to Lowest Level Since May 2021

The average U.S. gasoline price fell to “the lowest level since May 2021” over the weekend, Patrick De Haan, Head of Petroleum Analysis at GasBuddy, highlighted in a blog posted on the GasBuddy website on Monday. “Nearly every state saw average gas prices fall heading into Thanksgiving, with the national average dipping below $3 per gallon for several consecutive days – falling to $2.95 per gallon over the weekend, the lowest level since May 2021,” De Haan said in the blog. “With refinery maintenance largely complete and OPEC increasing oil production for December, oil prices have struggled. Combine those factors and you have a solid recipe for continued downward pressure on gas prices in the weeks ahead,” De Haan added. “A few dozen stations are already offering gas under $2 per gallon, and we could see that number grow as we move further into the holiday season. It couldn’t come at a better time for Americans – with relief arriving just as the holidays kick off,” De Haan continued. Monday’s GasBuddy blog stated that the nation’s average price of gasoline has fallen 8.5 cents over the last week and stands at $2.95 per gallon, according to GasBuddy data compiled from more than 12 million individual price reports covering over 150,000 gas stations across the country. “The national average is down 6.9 cents from a month ago and is 5.4 cents per gallon lower than a year ago,” the blog highlighted. The GasBuddy blog also noted that the “most common U.S. gas price encountered by motorists stood at $2.99 per gallon, unchanged from last week, followed by $2.89, $2.69, $2.79, and $2.59, rounding out the top five most common prices”. The median U.S. gas price is $2.83 per gallon, down six cents from last week and about 12 cents lower than

Read More »

TVA, Holtec to Get Up To $800MM in DOE Funding for SMR Development

The United States Department of Energy (DOE) on Tuesday announced funding for the Tennessee Valley Authority (TVA) and Holtec Government Services to support the development of light-water small modular reactors (SMRs). “The project teams will receive up to $800 million in federal cost-shared funding to advance initial projects in Tennessee and Michigan and help expand the nation’s capacity while facilitating additional follow-on projects and associated supply chains”, DOE said in an online statement. “The selections announced today will help deliver new nuclear generation in the early 2030s, strengthen domestic supply chains and advance President Trump’s executive orders to usher in a nuclear renaissance and expand America’s energy dominance agenda”. TVA has been allotted up to $400 million to advance the deployment of a GE Vernova Hitachi BWRX-300 at the Clinch River Nuclear site in Tennessee and additional units with Indiana Michigan Power and Elementl, DOE said. “TVA is the first utility in the U.S. to have a construction permit application for a BWRX-300 SMR accepted by the Nuclear Regulatory Commission”, TVA said separately. “The Clinch River project will serve as a national model for how to deploy SMRs safely, efficiently and affordably – laying the groundwork for a new era of American nuclear energy leadership”. TVA president and chief executive Don Moul said, “As AI, data centers and digital infrastructure drive unprecedented energy demand, we’re building our nation’s nuclear energy foundation right here in the Tennessee Valley”. Holtec is also getting up to $400 million to deploy two SMR-300 reactors at the Palisades Nuclear Generating Station site in Covert, Michigan. “Holtec is pursuing an innovative one-stop-shop approach to SMR deployment by fulfilling the roles of technology vendor, supply chain vendor, nuclear plant constructor in partnership with Hyundai Engineering & Construction, plant operator and electricity merchant selling the power to nearby utilities and end-users”, DOE said. Holtec said separately,

Read More »

Perenco Raises Oil Production Capacity in Chad

Perenco said it has increased its oil production capacity in Chad to over 18,000 barrels per day (bpd), coming from the Badila and Mangara fields. The completion of a 12-well drilling campaign in Badila added a peak production of 7,000 bpd, the Perrodo family-owned company said in an online statement, noting it has exceeded its goal of 16,000 bpd when the fields restarted flows three years ago. “Eight horizontal wells targeting the Upper Cretaceous reservoir were drilled during the campaign, alongside three water disposal wells and one appraisal well”, Perenco said. “The campaign also consisted of the installation of four gas turbines, providing extra power generation from the field, as well as an uplift in processing capabilities, in order to handle increased production from Badila”. “The GWDC rig has now moved to PCM’s Krim development in the Doba Basin in southern Chad where it will conduct an additional eight-well drilling campaign”, Perenco said, referring to its subsidiary PetroChad Mangara (PCM). “Using the associated gas from its production, PetroChad now provides a sustainable energy solution to the residents of Moundou, the country’s second-largest economic city with a population of around 100,000”, Perenco said. Elsewhere in Central Africa, Perenco earlier this year announced the construction of a new platform to serve Republic of the Congo’s Kombi-Likalala-Libondo 2 permit. Expected to start operations “early 2026”, Kombi 2 will recover about seven million cubic feet of gas per day, Perenco said in a press release June 12. The platform will develop an additional 10 million barrels of reserves by optimizing existing wells. Kombi 2 will have two gas turbines connected to a 33-kilovolt electrical hub. “The Kombi 2 construction project, including the upcoming drilling phases, represents an investment of over $200 million”, Perenco said. It added, “The recent renewal of the Ikalou II and

Read More »

OEUK Raising Awareness of New Worker Weight Limit Policy

Industry body Offshore Energies UK (OEUK) announced, in a statement sent to Rigzone recently, that “practical solutions for healthier lifestyles and support for managing weight loss” will be shared by the group as part of its campaign to raise awareness of a new safety policy for people working offshore. That new safety initiative is called the Safe Weight Limit Policy and comes into effect in November 2026, the statement highlighted. In the statement, OEUK described the policy as “an industry-wide initiative that has been developed following extensive engagement between OEUK, HM Coastguard, helicopter operators, and member companies”. “It addresses the increase in the weight of offshore workers – a trend also seen across the UK population – which has associated challenges for evacuation, rescue, and medical response offshore,” OEUK said in the statement. According to an explainer page on the Safe Weight Limit Policy on OEUK’s website, the clothed weight limit for offshore workers under the policy is 124kg, including a 0.7kg margin. Clothed weight refers to a person’s weight while dressed in accordance with the industry travel clothing policy for the relevant season, the page notes. The page outlines that the limit “ensures every person can be safely evacuated or rescued, particularly by search and rescue (SAR) helicopter winch”. “The combined load of the winchman, stretcher, and equipment leaves a maximum capacity of 124.7kg for a patient. Anyone above this weight cannot be guaranteed rescue by SAR helicopter,” the page highlights. The policy applies to all offshore installations operating under accepted Safety Cases as defined in the Offshore Installations (Offshore Safety Directive) (Safety Case etc.) Regulations 2015 and does not apply to marine vessels, which are governed by different regulations, the page shows. It also applies only to outbound (offshore) flights, according to the page, which points out that

Read More »

EU Seals Deal to Phase Out Russian Gas by 2027

The European Union has reached a deal to phase out Russian gas faster than originally planned, a move that aims to finally sever ties between the bloc and its once-primary energy supplier. In the aftermath of the invasion of Ukraine, traders and energy companies have closely monitored the EU’s shift away from Russia toward alternative suppliers such as the US and the Middle East. But while Europe halved purchases after the war began in 2022, Russian gas has continued to account for roughly a fifth of imports. Negotiators representing member states, the European Parliament and the European Commission cut that remaining link in the early hours of Wednesday, agreeing to gradually prohibit liquefied natural gas imports from Moscow by the end of 2026. That’s a year earlier than originally proposed by the Commission and in line with a ban on seaborne deliveries already approved by the EU under its latest sanctions package on Russia. Pipeline gas imports under long-term deals will have to halt by Sept. 30, 2027, with a possibility of an extension to Nov. 1, 2027, depending on fulfillment of gas storage targets set by the EU. That compares with an end-2027 ban on those contracts originally put forward by the commission. “Finally, and for good, we are turning off the tap on Russian gas,” EU Energy Commissioner Dan Jorgensen said on X. “Europe has chosen energy security and independence. We will never go back to volatile supplies and market manipulation.” The EU had proposed the measure in June to address risks to its energy security after the crisis triggered by Russia’s invasion of Ukraine and Moscow’s subsequent curbs on gas flows to the bloc.  The US has sought to broker a peace deal between Russia and Ukraine, and speculation that a potential agreement could eventually ease sanctions on

Read More »

HPE loads up AI networking portfolio, strengthens Nvidia, AMD partnerships

On the hardware front, HPE is targeting the AI data center edge with a new MX router and the scale-out networking delivery with a new QFX switch. Juniper’s MX series is its flagship routing family aimed at carriers, large-scale enterprise data center and WAN customers, while the QFX line services data center customers anchoring spine/leaf networks as well as top-of-rack systems. The new 1U, 1.6Tbps MX301 multiservice edge router, available now, is aimed at bringing AI inferencing closer to the source of data generation and can be positioned in metro, mobile backhaul, and enterprise routing applications, Rahim said. It includes high-density support for 16 x 1/1025/50GbE, 10 x 100Gb and 4 x 400Gb interfaces. “The MX301 is essentially the on-ramp to provide high speed, secure connections from distributed inference cluster users, devices and agents from the edge all the way to the AI data center,” Rami said. “The requirements here are typically around high performance, but also very high logical skills and integrated security.” In the QFX arena, the new QFX5250 switch, available in 1Q 2026, is a fully liquid-cooled box aimed at tying together Nvidia Rubin and/or AMD MI400 GPUs for AI consumption across the data center. It is built on Broadcom Tomahawk 6 silicon and supports up to 102.4Tbps Ethernet bandwidth, Rahim said.  “The QFX5250 combines HPE liquid cooling technology with Juniper networking software (Junos) and integrated AIops intelligence to deliver a high-performance, power-efficient and simplified operations for next-generation AI inference,” Rami said. Partnership expansions Also key to HPE/Juniper’s AI networking plans are its partnerships with Nvidia and AMD. The company announced its relationship with Nvidia now includes HPE Juniper edge onramp and long-haul data center interconnect (DCI) support in its Nvidia AI Computing by HPE portfolio. This extension uses the MX and Junipers PTX hyperscaler routers to support high-scale, secure

Read More »

What is co-packaged optics? A solution for surging capacity in AI data center networks

When it announced its CPO-capable switches, Nvidia said they would improve resiliency by 10 times at scale compared to previous switch generations. Several factors contribute to this claim, including the fact that the optical switches require four times fewer lasers, Shainer says. Whereas the laser source was previously part of the transceiver, the optical engine is now incorporated onto the ASIC, allowing multiple optical channels to share a single laser. Additionally, in Nvidia’s implementation, the laser source is located outside of the switch. “We want to keep the ability to replace a laser source in case it has failed and needs to be replaced,” he says. “They are completely hot-swappable, so you don’t need to shut down the switch.” Nonetheless, you may often hear that when something fails in a CPO box, you need to replace the entire box. That may be true if it’s the photonics engine embedded in silicon inside the box. “But they shouldn’t fail that often. There are not a lot of moving parts in there,” Wilkinson says. While he understands the argument around failures, he doesn’t expect it to pan out as CPO gets deployed. “It’s a fallacy,” he says. There’s also a simple workaround to the resiliency issue, which hyperscalers are already talking about, Karavalas says: overbuild. “Have 10% more ports than you need or 5%,” he says. “If you lose a port because the optic goes bad, you just move it and plug it in somewhere else.” Which vendors are backing co-packaged optics? In terms of vendors that have or plan to have CPO offerings, the list is not long, unless you include various component players like TSMC. But in terms of major switch vendors, here’s a rundown: Broadcom has been making steady progress on CPO since 2021. It is now shipping “to

Read More »

Nvidia’s $2B Synopsys stake tests independence of open AI interconnect standard

But the concern for enterprise IT leaders is whether Nvidia’s financial stakes in UALink consortium members could influence the development of an open standard specifically designed to compete with Nvidia’s proprietary technology and to give enterprises more choices in the datacenter. Organizations planning major AI infrastructure investments view such open standards as critical to avoiding vendor lock-in and maintaining competitive pricing. “This does put more pressure on UALink since Intel is also a member and also took investment from Nvidia,” Sag said. UALink and Synopsys’s critical role UALink represents the industry’s most significant effort to prevent vendor lock-in for AI infrastructure. The consortium ratified its UALink 200G 1.0 Specification in April, defining an open standard for connecting up to 1,024 AI accelerators within computing pods at 200 Gbps per lane — directly competing with Nvidia’s NVLink for scale-up applications. Synopsys plays a critical role. The company joined UALink’s board in January and in December announced the industry’s first UALink design components, enabling chip designers to build UALink-compatible accelerators. Analysts flag governance concerns Gaurav Gupta, VP analyst at Gartner, acknowledged the tension. “The Nvidia-Synopsys deal does raise questions around the future of UALink as Synopsys is a key partner of the consortium and holds critical IP for UALink, which competes with Nvidia’s proprietary NVLink,” he said. Sanchit Vir Gogia, chief analyst at Greyhound Research, sees deeper structural concerns. “Synopsys is not a peripheral player in this standard; it is the primary supplier of UALink IP and a board member within the UALink Consortium,” he said. “Nvidia’s entry into Synopsys’ shareholder structure risks contaminating that neutrality.”

Read More »

Cooling crisis at CME: A wakeup call for modern infrastructure governance

Organizations should reassess redundancy However, he pointed out, “the deeper concern is that CME had a secondary data center ready to take the load, yet the failover threshold was set too high, and the activation sequence remained manually gated. The decision to wait for the cooling issue to self-correct rather than trigger the backup site immediately revealed a governance model that had not evolved to keep pace with the operational tempo of modern markets.” Thermal failures, he said, “do not unfold on the timelines assumed in traditional disaster recovery playbooks. They escalate within minutes and demand automated responses that do not depend on human certainty about whether a facility will recover in time.” Matt Kimball, VP and principal analyst at Moor Insights & Strategy, said that to some degree what happened in Aurora highlights an issue that may arise on occasion: “the communications gap that can exist between IT executives and data center operators. Think of ‘rack in versus rack out’ mindsets.” Often, he said, the operational elements of that data center environment, such as cooling, power, fire hazards, physical security, and so forth, fall outside the realm of an IT executive focused on delivering IT services to the business. “And even if they don’t fall outside the realm, these elements are certainly not a primary focus,” he noted. “This was certainly true when I was living in the IT world.” Additionally, said Kimball, “this highlights the need for organizations to reassess redundancy and resilience in a new light. Again, in IT, we tend to focus on resilience and redundancy at the app, server, and workload layers. Maybe even cluster level. But as we continue to place more and more of a premium on data, and the terms ‘business critical’ or ‘mission critical’ have real relevance, we have to zoom out

Read More »

Microsoft loses two senior AI infrastructure leaders as data center pressures mount

Microsoft did not immediately respond to a request for comment. Microsoft’s constraints Analysts say the twin departures mark a significant setback for Microsoft at a critical moment in the AI data center race, with pressure mounting from both OpenAI’s model demands and Google’s infrastructure scale. “Losing some of the best professionals working on this challenge could set Microsoft back,” said Neil Shah, partner and co-founder at Counterpoint Research. “Solving the energy wall is not trivial, and there may have been friction or strategic differences that contributed to their decision to move on, especially if they saw an opportunity to make a broader impact and do so more lucratively at a company like Nvidia.” Even so, Microsoft has the depth and ecosystem strength to continue doubling down on AI data centers, said Prabhu Ram, VP for industry research at Cybermedia Research. According to Sanchit Gogia, chief analyst at Greyhound Research, the departures come at a sensitive moment because Microsoft is trying to expand its AI infrastructure faster than physical constraints allow. “The executives who have left were central to GPU cluster design, data center engineering, energy procurement, and the experimental power and cooling approaches Microsoft has been pursuing to support dense AI workloads,” Gogia said. “Their exit coincides with pressures the company has already acknowledged publicly. GPUs are arriving faster than the company can energize the facilities that will house them, and power availability has overtaken chip availability as the real bottleneck.”

Read More »

What is Edge AI? When the cloud isn’t close enough

Many edge devices can periodically send summarized or selected inference output data back to a central system for model retraining or refinement. That feedback loop helps the model improve over time while still keeping most decisions local. And to run efficiently on constrained edge hardware, the AI model is often pre-processed by techniques such as quantization (which reduces precision), pruning (which removes redundant parameters), or knowledge distillation (which trains a smaller model to mimic a larger one). These optimizations reduce the model’s memory, compute, and power demands so it can run more easily on an edge device. What technologies make edge AI possible? The concept of the “edge” always assumes that edge devices are less computationally powerful than data centers and cloud platforms. While that remains true, overall improvements in computational hardware have made today’s edge devices much more capable than those designed just a few years ago. In fact, a whole host of technological developments have come together to make edge AI a reality. Specialized hardware acceleration. Edge devices now ship with dedicated AI-accelerators (NPUs, TPUs, GPU cores) and system-on-chip units tailored for on-device inference. For example, companies like Arm have integrated AI-acceleration libraries into standard frameworks so models can run efficiently on Arm-based CPUs. Connectivity and data architecture. Edge AI often depends on durable, low-latency links (e.g., 5G, WiFi 6, LPWAN) and architectures that move compute closer to data. Merging edge nodes, gateways, and local servers means less reliance on distant clouds. And technologies like Kubernetes can provide a consistent management plane from the data center to remote locations. Deployment, orchestration, and model lifecycle tooling. Edge AI deployments must support model-update delivery, device and fleet monitoring, versioning, rollback and secure inference — especially when orchestrated across hundreds or thousands of locations. VMware, for instance, is offering traffic management

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 »