Space Marine II now has official mod support baked into the base game, fresh from the devs’ hands to your eyeballs. This is big news, albeit for a very particular kind of fan. Allow me to give you some necessary context. Space Marine II is based in the Warhammer 40,000 universe. Which, in terms of pop culture settings, is about as deep as it gets. Starting with a tabletop strategy game that was itself a spinoff, the setting has been going strong since the late 80s, with ten editions of the main game, all with deep accompanying lore; several alternate games (ditto); hundreds of novels; and dozens of video games. All of that is, to a greater or lesser degree, canon to the game’s story. A story that takes place across literally millions of planets and tens of millions of years, dozens of human and alien species, psychic magic, demons, and sci-fi tech, all rolled together in one miserable, glorious heap of grimdark fiction. Focus Entertainment It’s a lot. I think it’s very possible that Warhammer 40K might have the most information and lore of any media property, ever. It is so deep and so wide that it makes Star Trek look like Captain Simian and the Space Monkeys. (What? Exactly.) And here’s the crazy thing: That’s just the official material. As a tabletop war game that also includes building, painting, and customizing your own incredibly delicate, tiny, and expensive army, 40K attracts the kind of fan who loves to literally get their hands dirty. You can spend thousands of hours and a small fortune painstakingly choosing your perfect fighting force, assembling them, and showing off your skills. And a lot of players aren’t content to simply go along with the game’s official story; they’d rather invent their own “chapters” or “factions” of the game’s various sci-fi legions. They do the same with the fiction itself. There are decades of fan content, an entire culture, surrounding this game, its stories and lore, and even its basic mechanics. I’m not exaggerating when I say you could spend the rest of your life obsessed with Warhammer 40,000 and still never see everything there is to see. Here’s one of my favorites, playing off the Ork’s latent psychic powers. 40K’s space Orks aren’t smart enough to make things like cars or spaceships, but because they believe a car-shaped thing should work like a car, it does. They also believe that painting a car red makes it go faster. For them, it actually does. Space Marine II knows this, knows that its most dedicated fans want to dive into all of that headfirst. While a single video game can only encapsulate a fraction of the full breadth of 40K’s official material and can’t even begin to accommodate all the unofficial stuff, it includes an impressive customization tool that lets you equip and “paint” your giant, grimdark supersoldier in an incredible variety of ways. It’s exactly the sort of thing that makes a 40K fan’s heart go pitter-patter. But for the most dedicated 40K fan, that’s still not enough. Which is why the game now has official, native support for player-created mods. It’s a formula that’s worked well for tons of PC games, from Skyrim to Cities Skylines to Baldur’s Gate III. But because of Warhammer 40K’s unique relationship with both its own medium and its fans, it’s inevitable that an explosion of user-generated content is coming. Within the first release of the official Integration Studio, modders will get access to tools for making new levels, new modes, new NPCs and enemy behavior, and even the base game’s logic. But that’s just the bones of what players can make. They can recreate essential moments from 40K fiction, like, say, the Fall of Cadia or the throne room battle of the Horus Heresy. (That would be roughly equivalent to the bombing of Pearl Harbor or the Charge of the Light Brigade, for those not in the know.) They can add in iconic allies and enemies, from an Avatar of Khaine to Ciaphas Cain. They could bring in some Exodite Eldar and play as an alien elf riding a dinosaur, which Games Workshop has yet to give players in the real game. And again, that’s just emulating the stuff from the official fiction. Warhammer 40K fan content goes hard and crazy, often leaning into the setting’s most ridiculous elements or its largely forgotten satirical bent. (The humans and Space Marines are unequivocally and almost universally bad guys, if not necessarily the Bad Guys, something that’s often overlooked in the video games.) I can’t wait to see Buzz Lightyear marines, or the Angry Marines, or the best unofficial chapter: the Space Maids, who go around in pink maid dresses giving aid and comfort to the armies of the Imperium. This is a joke. But also it isn’t. The Space Maids have semi-official lore, as official as fan content can get. They have divisions of their army with documented insignias, and they have a “Primarch” or founder like all the other Space Marine chapters/legions. They’re based on cutesy anime tropes, including lots of catgirls and baked goods. They’re wonderful. Space Maid Marines are coming to Space Marine II. It is inevitable, and it’s going to be glorious.

Bleak Sword takes the challenging combat of games like Dark Souls and distills it down to the essentials for a compelling adventure on iOS, macOS, and Apple TV. Learn how Unity developer more8bit kept streamlined the project with a clear vision and smart prototyping to launch this Apple Arcade hit.Mobile developer Luis Moreno Jimenez (more8bit) has worked in the games industry for more than 20 years. “I started pretty early doing little 3D models and crude animations, and fantasizing about the games I would like to make,” he says.At 17 years old, he joined Enigma Software, where he spent three years working on different prototypes and the RTS-RPG hybrid Excalibug. His next role was at MercurySteam, first as an animator on games like Scrapland and Clive Barker’s Jericho, and then as lead in-game animator on Castlevania: Lords of Shadow and its sequel, Castlevania: Lords of Shadow 2.“Years working closely with gameplay programmers and gameplay designers has been very beneficial for me in the long run,” he says. “I got to see how they tackle gameplay specific problems from different points of view, understand what works and what doesn’t, and pick up little gameplay tricks here and there. I’ve also learned how to finish and close projects, which is something very important if you’re working solo.”Inspired by the growing number of indie innovators finding success outside large studios, Luis decided to pursue the dream of making his own game. He experimented with a couple of different engines before choosing Unity. “I felt that if I was going to learn a programming language, it would be better to learn a more established and general one like C#.”From the outset, Luis knew he wanted to make a mobile game, and he had a clear idea of what Bleak Sword would look like. The game features 2D sprites rendered in a 3D environment. All game assets use minimalistic pixel art, brought to life in a lo-fi, monochrome style.“The first thing I came up with was this aesthetic,” he explains. “From the very beginning, the main character was as you see in the final game. I thought this minimalistic style would look cool on a handheld or mobile screen, so I chose mobile as my first target platform.”Gameplay took several rounds of prototyping. “The first version of Bleak Sword was 2D,” says Luis. “Another was open world, like a mini-Witcher 3, but that idea soon proved to be too big for one person to do in reasonable time, even with minimalist graphics.”Eventually, Luis landed on the concept of “diorama-based arenas,” where each level is confined to a small square. “This was the structure I was looking for – the two ideas matched perfectly as both have a minimalistic design approach,” he says. “The great thing about Unity is how quickly you can put together a few assets and try out different ideas. It definitely saved me months of work in the experimental phase.”Bleak Sword’s base game contains nine different chapters, each containing 10 diorama-based arenas. Every chapter has new enemies to conquer and culminates in a unique boss encounter.“I knew from the start that I wanted to have very different settings. Because the game loop in the original game was designed specifically for short, quick, intense sessions, if the settings were too similar, it could bore the player,” says Luis.To keep the experience fresh, Luis created different types of terrain, obstacles, enemy types, and gameplay elements. “You have chapters with water, environmental traps, weather conditions that can affect gameplay, and so on,” says Luis. “Players can also hide behind trees or other objects when enemies throw projectiles at them. I tried to balance each arena together with the enemies, so each level is a little different and has the potential to create memorable moments.”One of the game’s most memorable chapters is the Northern Passage, where combat happens on horseback in a perpetually scrolling environment. Luis used Shader Graph to prevent enemies and objects from coming into view beyond the bounds of the scrolling diorama.“Enemies on that level have a script that changes their material. When they spawn, they are created outside the arena using the shader that hides pixels. When they enter the arena, the script changes the material and uses a normal shader, making them visible.”Going mobile gave Luis the opportunity to experiment with control schemes and create a uniquely challenging Soulslike, a genre not often seen on handheld devices. “I wanted to make an action game playable with one hand – no onscreen joysticks or buttons,” he says. “When people play mobile games on their commute, they’re usually holding onto the bar with one hand and playing with the other.”The controls are simple but effective: Players swipe to roll in a direction for movement, tap once to attack, and tap and hold to charge an attack or counter a blow from an enemy.In early prototypes, Luis used Unity’s built-in Input System because it was easy to set up and implement, but switched to Rewired from the Unity Asset Store later in production. “I was very happy in general with the plug-in – it helped a lot with the original Bleak Sword’s development, especially with the Apple TV controls.”more8bit’s publisher, Devolver Digital, pitched Bleak Sword to Apple, who added it to their library of Apple Arcade exclusives in 2019. The game was a hit, receiving praise for its fluid and responsive gameplay.“I’m very happy with how things went,” says Luis. “It definitely allowed me to continue on this indie adventure.”So, what’s next for Bleak Sword? This year, Devolver Digital announced Bleak Sword DX, an expanded and improved version of Bleak Sword for PC and Nintendo Switch™ with updated controls, visuals, and a brand-new campaign.“I can’t wait for players to try the new DX campaign mode, which I think is a lot of fun and pretty challenging, especially with the addition of two more difficult modes,” says Luis. “I’m also excited for players to try their hand at the new Boss Rush mode or see if anyone can get a crazy high number of rounds in Endless Arena. I put a lot of work into this game, and I hope players enjoy their time with it!”Check out the Bleak Sword DX case study to learn how more8bit brought his debut game as a solo developer to more platforms.*Nintendo Switch is a registered trademark of Nintendo.

Saudi Arabia’s new state subsidiary, HUMAIN, is collaborating with NVIDIA to build AI infrastructure, nurture talent, and launch large-scale digital systems.The effort includes plans to set up AI “factories” powered by up to 500 megawatts of energy. The sites will be filled with NVIDIA GPUs, including the Grace Blackwell GB300 supercomputers connected via NVIDIA’s InfiniBand network. The goal is to create a base for training models, running simulations, and managing complex AI deployments.A major part of the push is about control. Saudi Arabia wants to build sovereign AI – models trained using local data, language, and systems. By building its own infrastructure, it avoids relying on foreign cloud providers. The shift aligns with a broader trend, as governments around the world start to question how AI tools are built, where data goes, and who controls it.HUMAIN is meant to give Saudi Arabia more say in that process. While other countries have launched national AI strategies, HUMAIN stands out for its structure. It’s not just a policy office or research fund; instead, it operates across the full AI value chain – building data centres, managing data, training models, and deploying applications. Few countries have a single body doing likewise with such a broad remit.Singapore’s NAIS 2.0, for example, focuses on public sector use cases and talent development, and the UAE’s approach, which emphasises frameworks and governance. China has set up AI labs in several cities, but they tend to work in silos. HUMAIN brings elements together with a central goal: make Saudi Arabia a producer, not just a user, of AI.The ambition is clear, but it comes with trade-offs. Running GPU-heavy data centres on this scale will use a lot of power. The 500-megawatt figure is far beyond typical enterprise deployments. Globally, the environmental cost of AI has become a growing concern. Microsoft and Google have both reported rising emissions from AI-related infrastructure. Saudi Arabia will need to explain how its AI factories will be powered – especially if it wants to align with its own sustainability targets under Vision 2030.The partnership with NVIDIA isn’t just about machines, it also includes training for people. HUMAIN and NVIDIA say they will run large-scale education programmes to help thousands of Saudi developers gain skills in AI, robotics, simulation, and digital twins. Building local talent is a core part of the effort, and without it, infrastructure likely won’t get used to its full potential.“AI, like electricity and internet, is essential infrastructure for every nation,” said Jensen Huang, founder and CEO of NVIDIA. “Together with HUMAIN, we are building AI infrastructure for the people and companies of Saudi Arabia to realise the bold vision of the Kingdom.”One of the tools HUMAIN plans to deploy is NVIDIA Omniverse, to be used as a multi-tenant platform for industries like logistics, manufacturing, and energy. These sectors could create digital twins – virtual versions of real systems – to test, monitor, and improve operations. The idea is simple: simulate before you build, or run stress tests in digital form to save time and money later.This type of simulation and optimisation supports Saudi Arabia’s broader push into automation and smart industry. It fits in a wider narrative of transitioning from oil to advanced tech as a core pillar of the economy.The deal fits into NVIDIA’s global strategy, and the company has similar partnerships in India, the UAE, and Europe. Saudi Arabia offers strong government support, deep funding, and the promise to become a new AI hub in the Middle East. In return, NVIDIA provides the technical backbone – GPUs, software platforms, and the know-how to run them.The partnership helps both sides. Saudi Arabia gets the tools to build AI from the ground up and build a new economic version of itself, while NVIDIA gains a long-term customer and a foothold in a growing market.There are still gaps to watch. How will HUMAIN govern the use of its models? Will they be open for researchers and startups, or tightly controlled by the state? What role will local universities or private companies play? And can workforce development keep pace with the rapid buildout of infrastructure?HUMAIN isn’t just building for now. The structure suggests a long-term bet – one that links compute power, national priorities, and a shift in how AI is developed and deployed. Saudi Arabia wants more than access. It wants influence. And HUMAIN, in partnership with NVIDIA, is the engine it’s building to get there.(Photo by Mariia Shalabaieva)See also: Huawei’s AI hardware breakthrough challenges Nvidia’s dominanceWant to learn more about AI and big data from industry leaders? Check out AI & Big Data Expo taking place in Amsterdam, California, and London. The comprehensive event is co-located with other leading events including Intelligent Automation Conference, BlockX, Digital Transformation Week, and Cyber Security & Cloud Expo.Explore other upcoming enterprise technology events and webinars powered by TechForge here.

Photo Credit: Samsung Samsung Galaxy S25 Edge has a thickness of 5.8mm Highlights Samsung Galaxy S25 Edge is currently available for pre-order Samsung's Galaxy S26 family could launch next year The Plus variant is positioned between the regular and ultra models Advertisement Samsung launched the Galaxy S25 Edge earlier this week with a 5.8mm thin design. The thinnest Galaxy S series smartphone is yet to reach the hands of customers in India, but rumours about the Galaxy S26 lineup, particularly the Galaxy S26 Edge model, are already swirling on the Web. Samsung is said to replace one of the phones in the Galaxy S26 lineup with an Edge model next year. The final decision to eliminate the Plus model will reportedly be taken after evaluating the market response of the Galaxy S25 Edge. Samsung May Add Edge Model to Galaxy S26 Series Next YearAs per a report by Korean publication The Elec, Samsung is planning to introduce an "Edge" model to its upcoming Galaxy S26 series. This new addition, expected to be named the Galaxy S26 Edge, will reportedly replace the Galaxy S26+ model from the lineup. This could be a strategic move by Samsung to streamline its flagship series.Samsung's strategic move to replace the traditional Plus variant in the lineup with a slim Edge variant will reportedly be considered based on the market response to the Galaxy S25 Edge. If the newly launched handset fails to attract consumers, Samsung may reconsider its decision and retain the Plus variant in the Galaxy S26 lineup.The report said that Samsung is targeting to ship 37.7 million units of the Galaxy S25 series this year. The company is aiming to sell just 6.7 million units of the Galaxy S25+ compared to the 13.6 million units for the Galaxy S25. It is reportedly aiming to ship 17.4 million units of the Galaxy S25 Ultra.Further, the report states that Samsung has started the development of the Galaxy S26 family, dubbed NPA. The company is said to be developing four different OLED panels for the Galaxy S26 series.Samsung Galaxy S25 Edge Price in India, Specifications The Galaxy S25 Edge is currently available for pre-order in India. The price of the phone starts at Rs. 1,09,999 for the 12GB RAM + 256GB storage option.Samsung's Galaxy S25 Edge runs on Android 15 based One UI 7 and has a 6.7-inch Quad-HD+ Infinity-O Dynamic AMOLED 2X screen with up to 120Hz refresh rate. It runs on a custom Snapdragon 8 Elite for Galaxy chip, paired with 12GB of RAM and up to 512GB of storage.For optics, the Galaxy S25 Edge has a dual rear camera setup comprising a 200-megapixel primary camera and a 12-megapixel ultrawide camera. It boasts a 12-megapixel selfie camera. It is backed by a 3,900mAh battery with support for 25W wired charging. It measures 158.2×75.6×5.8mm and weighs 163g.  REVIEWKEY SPECSNEWSDesignDisplaySoftwarePerformanceBattery LifeCameraValue for MoneyGoodNew design is for the better Cameras deliver consistent performance Good battery life Excellent performance Smooth UIBadS-Pen is a downgrade No Dolby Vision support Low light camera performance is lacking Slow chargingRead detailed Samsung Galaxy S25 Ultra reviewDisplay 6.90-inchProcessor Snapdragon 8 EliteFront Camera 12-megapixel Rear Camera 200-megapixel + 50-megapixel + 50-megapixel + 10-megapixelRAM 12GBStorage 256GB, 512GB, 1TBBattery Capacity 5000mAhOS Android 15Resolution 1400x3120 pixelsREVIEWKEY SPECSNEWSDesignDisplaySoftwarePerformanceBattery LifeCameraValue for MoneyGoodSolid build and aesthetics Excellent performance Fantastic cameras One UI 7 and extended software support Powerful speakersBadExpensive (base price) Not a huge upgrade over S24+Read detailed Samsung Galaxy S25+ reviewDisplay 6.70-inchProcessor Snapdragon 8 EliteFront Camera 12-megapixel Rear Camera 50-megapixel + 12-megapixel + 10-megapixel RAM 12GBStorage 256GB, 512GBBattery Capacity 4900mAhOS Android 15Resolution 1440x3120 pixelsREVIEWKEY SPECSNEWSDesignDisplaySoftwarePerformanceBattery LifeCameraValue for MoneyGoodCompact and excellent aesthetics Top-notch display AI features loaded One UI 7 brings nice updates Decent camerasBad25W fast-charging limit Expensive (base price)Read detailed Samsung Galaxy S25 reviewDisplay 6.20-inchProcessor Snapdragon 8 EliteFront Camera 12-megapixel Rear Camera 50-megapixel + 12-megapixel + 10-megapixel RAM 12GBStorage 256GB, 512GBBattery Capacity 4000mAhOS Android 15Resolution 1080x2340 pixelsKEY SPECSNEWSDisplay 6.70-inchProcessor Snapdragon 8 EliteFront Camera 12-megapixel Rear Camera 200-megapixel + 12-megapixel RAM 12GBStorage 256GB, 512GBBattery Capacity 3900mAhOS Android 15Resolution 1440x3120 pixels For the latest tech news and reviews, follow Gadgets 360 on X, Facebook, WhatsApp, Threads and Google News. For the latest videos on gadgets and tech, subscribe to our YouTube channel. If you want to know everything about top influencers, follow our in-house Who'sThat360 on Instagram and YouTube. Further reading: Samsung Galaxy S25 Edge, Samsung Galaxy S26 Edge, Samsung Galaxy S25, Samsung Galaxy S26 Series Nithya P Nair Nithya P Nair is a journalist with more than five years of experience in digital journalism. She specialises in business and technology beats. A foodie at heart, Nithya loves exploring new places (read cuisines) and sneaking in Malayalam movie dialogues to spice up conversations. More Related Stories

As machine learning systems become integral to various applications, from recommendation engines to autonomous systems, there’s a growing need to address their environmental sustainability. These systems require extensive computational resources, often running on custom-designed hardware accelerators. Their energy demands are substantial during training and inference phases, contributing to operational carbon emissions. Also, the hardware that powers these models carries its environmental burden, called embodied carbon, from manufacturing, materials, and life-cycle operations. Addressing these dual carbon sources is essential for reducing the ecological impact of machine learning technologies, especially as global adoption continues to accelerate across industries and use cases. Despite increasing awareness, current strategies for mitigating the carbon impact of machine learning systems remain fragmented. Most methods focus on operational efficiency, reducing energy consumption during training and inference, or improving hardware utilization. However, few approaches consider both sides of the equation: the carbon emitted during hardware operation and that embedded in the hardware’s design and manufacturing process. This split perspective overlooks how decisions made at the model design stage influence hardware efficiency and vice versa. Multi-modal models, which integrate visual and textual data, exacerbate this issue due to their inherently complex and heterogeneous computing requirements. Several techniques currently employed to enhance AI model efficiency, including pruning and distillation, aim to maintain accuracy while decreasing inference time or energy use. Hardware-aware neural architecture search (NAS) methods further explore architectural variants to fine-tune performance, typically favoring latency or energy minimization. Despite their sophistication, these methods often fail to account for embodied carbon, the emissions tied to the physical hardware’s construction and lifetime. Frameworks such as ACT, IMEC.netzero, and LLMCarbon have recently started modeling embodied carbon independently, but they lack the integration necessary for holistic optimization. Similarly, adaptations of CLIP for edge use cases, including TinyCLIP and ViT-based models, prioritize deployment feasibility and speed, overlooking total carbon output. These approaches provide partial solutions that are effective within their scope but insufficient for meaningful environmental mitigation. Researchers from FAIR at Meta and Georgia Institute of Technology developed CATransformers, a framework that introduces carbon as a primary design consideration. This innovation allows researchers to co-optimize model architectures and hardware accelerators by jointly evaluating their performance against carbon metrics. The solution targets devices for edge inference, where both embodied and operational emissions must be controlled due to hardware constraints. Unlike traditional methods, CATransformers enables early design space exploration using a multi-objective Bayesian optimization engine that evaluates trade-offs among latency, energy consumption, accuracy, and total carbon footprint. This dual consideration enables model configurations that reduce emissions without sacrificing the quality or responsiveness of the models, offering a meaningful step toward sustainable AI systems. The core functionality of CATransformers lies in its three-module architecture:  A multi-objective optimizer An ML model evaluator A hardware estimator The model evaluator generates model variants by pruning a large base CLIP model, altering dimensions such as the number of layers, feedforward network size, attention heads, and embedding width. These pruned versions are then passed to the hardware estimator, which uses profiling tools to estimate each configuration’s latency, energy usage, and total carbon emissions. The optimizer then selects the best-performing setups by balancing all metrics. This structure allows rapid evaluation of the interdependencies between model design and hardware deployment, offering precise insight into how architectural choices affect total emissions and performance outcomes. The practical output of CATransformers is the CarbonCLIP family of models, which delivers substantial gains over existing small-scale CLIP baselines. CarbonCLIP-S achieves the same accuracy as TinyCLIP-39M but reduces total carbon emissions by 17% and maintains latency under 15 milliseconds. CarbonCLIP-XS, a more compact version, offers 8% better accuracy than TinyCLIP-8M while reducing emissions by 3% and ensuring latency remains below 10 milliseconds. Notably, when comparing configurations optimized solely for latency, the hardware requirements often doubled, leading to significantly higher embodied carbon. In contrast, configurations optimized for carbon and latency achieved a 19-20% reduction in total emissions with minimal latency trade-offs. These findings underscore the importance of integrated carbon-aware design. Several Key Takeaways from the Research on CATransformers include: CATransformers introduces carbon-aware co-optimization for machine learning systems by evaluating operational and embodied carbon emissions. The framework applies multi-objective Bayesian optimization, integrating accuracy, latency, energy, and carbon footprint into the search process. A family of CLIP-based models, CarbonCLIP-S and CarbonCLIP-XS, was developed using this method. CarbonCLIP-S achieves a 17% reduction in emissions compared to TinyCLIP-39M, with similar accuracy and <15 ms latency. CarbonCLIP-XS offers 8% improved accuracy over TinyCLIP-8M while reducing carbon by 3% and achieving <10 ms latency. Designs optimized only for latency led to an increase of up to 2.4× in embodied carbon, showing the risk of ignoring sustainability. Combined optimization strategies provided 19-20% carbon reductions with minimal latency increases, demonstrating a practical trade-off path. The framework includes pruning strategies, hardware estimation, and architectural simulation based on real-world hardware templates. This research lays the groundwork for sustainable ML system design by embedding environmental metrics into the optimization pipeline. In conclusion, this research sheds light on a practical path toward building environmentally responsible AI systems. By aligning model design with hardware capabilities from the outset and factoring in carbon impact, the researchers demonstrate that it’s possible to make smarter choices that don’t just chase speed or energy savings but genuinely reduce emissions. The results highlight that conventional methods can unintentionally lead to higher carbon costs when optimized for narrow goals like latency. With CATransformers, developers have a tool to rethink how performance and sustainability can go hand in hand, especially as AI continues to scale across industries. Check out the Paper and GitHub Page. All credit for this research goes to the researchers of this project. Also, feel free to follow us on Twitter and don’t forget to join our 90k+ ML SubReddit. The post Meta AI Introduces CATransformers: A Carbon-Aware Machine Learning Framework to Co-Optimize AI Models and Hardware for Sustainable Edge Deployment appeared first on MarkTechPost.

Think tap to pay — but smarter and safer. Visa is tapping into AI to enhance services for its global network of customers, focused on fraud prevention, personalization and agentic commerce. Sarah Laszlo, senior director of Visa’s machine learning platform, joined the AI Podcast to discuss how artificial intelligence is powering the next generation of payment experiences. Visa processes hundreds of billions of transactions each year, so even small technological enhancements can have a large impact. The company prevents $40 billion in fraud annually. “There’s so much attempted fraud that, even though we’re very good at preventing it, marginal improvements save large dollar amounts,” Laszlo said. AI also powers Visa’s personalization systems, delivering smarter, more relevant offers and recommendations to cardholders. The company’s unique dataset presents a huge opportunity to improve transaction predictions — but also brings privacy challenges. “The key to addressing those challenges is building abstract representations of users — embeddings that capture preferences without exposing private data,” Laszlo said. The company is also working toward agentic commerce — where AI agents help customers with payments. For example, AI agents with access to payment credentials can handle transactions on behalf of consumers, like booking travel arrangements, when instructed. Laszlo shared best practices for enterprises adopting generative AI. She also recommended using open-source models when possible and developing strong relationships between governance and technical teams. In one success story, Visa used GPT-4 to convert legacy code to Python, saving $5 million, with just one engineer completing 50 conversion jobs in a quarter. To learn more, watch Laszlo’s GTC session, The Next Era of Payments: How Generative AI is Shaping the Future. Time Stamps 03:28 – Visa’s priorities for AI use. 07:09 – How Visa optimizes resources using virtual GPUs. 14:42 – AI factories and unified pipelines. 18:52 – Best practices for AI in financial services. You Might Also Like…  NVIDIA’s Jacob Liberman on Bringing Agentic AI to Enterprises Agentic AI enables developers to create intelligent multi-agent systems that reason, act and execute complex tasks with a degree of autonomy. Jacob Liberman, director of product management at NVIDIA, explains how agentic AI bridges the gap between powerful AI models and practical enterprise applications. Firsthand’s Jon Heller Shares How AI Agents Enhance Consumer Journeys in Retail Jon Heller, co-CEO and founder of Firsthand, discusses how the company’s Brand Agents are transforming the retail landscape by personalizing customer journeys, converting marketing interactions into valuable research data and enhancing the customer experience with hyper-personalized insights and recommendations. Telenor Builds Norway’s First AI Factory, Offering Sustainable and Sovereign Data Processing Telenor opened Norway’s first AI factory in November 2024, enabling organizations to process sensitive data securely on Norwegian soil while prioritizing environmental responsibility. Telenor’s Chief Innovation Officer and Head of the AI Factory Kaaren Hilsen discusses the AI factory’s rapid development, going from concept to reality in under a year.

Deal  When you purchase through links on our site, we may earn an affiliate commission. Here’s how it works. Buy Windows 11 Pro for 2 devices with a copy of Office 2021 Pro for only $55 Neowin Deals · May 14, 2025 13:00 EDT Today's highlighted deal comes via our Apps + Software section of the Neowin Deals store, where you can save 86% on Windows 11 Pro (for 2 devices) + Microsoft Office Pro 2021. Upgrade your computing experience with Windows 11 Pro. This cutting-edge operating system boasts a sleek new design and advanced tools to help you work faster and smarter. From creative projects to gaming and beyond, Windows 11 delivers the power and flexibility you need to achieve your goals. With a focus on productivity, the new features are easy to learn and use, enhancing your workflow and efficiency. Whether you're a student, professional, gamer, or creative, Windows 11 Home has everything you need to take your productivity to the next level. New interface. easier on the eyes & easier to use Biometrics login*.Encrypted authentication & advanced antivirus defenses DirectX 12 Ultimate. Play the latest games with graphics that rival reality. DirectX 12 Ultimate comes ready to maximize your hardware* Screen space. Snap layouts, desktops & seamless redocking Widgets. Stay up-to-date with the content you love & the new you care about Microsoft Teams. Stay in touch with friends and family with Microsoft Teams, which can be seamlessly integrated into your taskbar** Wake & lock. Automatically wake up when you approach and lock when you leave Smart App Control. Provides a layer of security by only permitting apps with good reputations to be installed Windows Studio Effects. Designed with Background Blur, Eye Contact, Voice Focus, & Automatic Framing Touchscreen. For a true mouse-less or keyboard-less experience TPM 2.0. Helps prevent unwanted tampering Windows 11 Pro also includes a number of productivity-focused features, such as the ability to snap multiple windows together and create custom layouts, improved voice typing, and a new, more powerful search experience. Personal and professional users will enjoy a modern and secure computing experience, with improved performance and productivity features to help users get more done. Only on Windows 11 Pro If you require enterprise-oriented features for your daily professional tasks, then Windows 11 Pro is a better option. Set up with a local account (only when set up for work or school) Join Active Directory/Azure AD Hyper-V Windows Sandbox Microsoft Remote Desktop BitLocker device encryption Windows Information Protection Mobile device management (MDM) Group Policy Enterprise State Roaming with Azure Assigned Access Dynamic Provisioning Windows Update for Business Kiosk mode Maximum RAM: 2TB Maximum no. of CPUs: 2 Maximum no. of CPU cores: 128 Good to know: Length of access: lifetime Redemption deadline: redeem your code within 30 days of purchase Access options: desktop Max number of device(s): 2 (Use one activation key for up to 2 devices) Version: Windows 11 Pro Updates included Click here to verify Microsoft partnership For Windows 10 or Newer! Get All Essential Microsoft Apps for Your PC with This One-Time PurchaseThis is intended for families and small businesses who want classic Office apps and email. It includes Word, Excel, PowerPoint, Outlook, Teams, and OneNote. A one-time purchase installed on 1 Windows PC for use at home or work. Lifetime license for MS Word, Excel, PowerPoint, Outlook, Teams, & OneNote One-time purchase installed on 1 Windows PC for use at home or work Instant Delivery & Download – access your software license keys and download links instantly Free customer service – only the best support! Microsoft Office Professional 2021 (for Windows) includes: Microsoft Office Word Microsoft Office Excel Microsoft Office PowerPoint Microsoft Office Outlook Microsoft Office Teams Microsoft Office OneNote Microsoft Office Publisher Microsoft Office Access Good to know: ONE-TIME PURCHASE INSTALLED ON 1 DEVICE Redemption deadline: redeem your code within 30 days of purchase Access options: desktop Full versions No subscriptions – no monthly/annual fees Version: 2021 Updates included Here's the deal: This Microsoft Office Pro 2021 + Windows 11 Pro normally costs $438, but this deal can be yours from just $54.97, that's a saving of $383. For full terms, specifications, and license info please click the link below. Get this deal for just $54.97 (86% off), or learn more See all discounted Neowin Deals on offer. This is a time-limited deal.Although priced in U.S. dollars, this deal is available for digital purchase worldwide. We post these because we earn commission on each sale so as not to rely solely on advertising, which many of our readers block. It all helps toward paying staff reporters, servers and hosting costs. Other ways to support Neowin Whitelist Neowin by not blocking our ads Create a free member account to see fewer ads Subscribe to Neowin - for $14 a year, or $28 a year for an ad-free experience Disclosure: Neowin benefits from revenue of each sale made through our branded deals site powered by StackCommerce. Tags Report a problem with article Follow @NeowinFeed

html PUBLIC "-//W3C//DTD HTML 4.0 Transitional//EN" "http://www.w3.org/TR/REC-html40/loose.dtd" We seem to have more video footage and still images than ever before, thanks to smartphones, GoPro cameras and the backlog of older ones collected across a lifetime. Managing all these formats, as well as making sure they look their best, can be a frightening proposition. Thankfully, Winxvideo AI is a powerful all-in-one solution that not only uses advanced Artificial Intelligence software to upgrade the quality of your content but can rescue old photos and footage too. The newly updated version 4.0 also brings huge improvements to speed, plus a special price offer, so you can save both time and money while you upgrade your photo and video library. Grab your discount on Winxvideo AI Winxvideo AI comes with an impressive array of features that can turn tired, old, blurry videos into something far more professional. For example, if you have footage of a significant event that was shot on an old device and only displays in low resolution, then the AI upscaling tool can cleverly convert it to 720p ,1080p or even 4K! It offers dedicated AI models for different video types – whether enhancing fine details, smoothing low-detail footage, refining animations, or upscaling photorealistic content. Digiarty Winxvideo AI significantly improves video quality thanks to its advanced AI models that remove noise, sharpen footage, and clean up compression artifacts caused by low light or poor equipment. This means that the unimpressive video you shot of an important occasion can instantly look better than you thought possible, and play back in glorious 4K with realistic detail, revealing textures like skin, hair, fur, and fabric with impressive clarity. Is a great shot spoiled by the camera shaking? No problem, the AI Stabilization capabilities in Winxvideo AI can fix that in only a few clicks. If you find that your video is jerky and stutters due to a low frame rate, that’s fixable too thanks to the AI frame interpolation that can boost frame rates for smooth footage or allow you to convert it to slo-mo instead. Alongside these tools there’s also a full suite of video editing features so you can put together your own films, remove noise from audio tracks, the option to convert video to and from a wide range of formats, plus the helpful ability to compress file sizes to make them easier to share over email or messaging services. Restore and enhance photos and images  It’s not only video that you can improve with Winxvideo AI, as it also brings serious enhancements to still images. The AI upscaler technology instantly improves low-quality images by up to 10x, removing noise and blurriness to give you pin-sharp results. If you want to enhance portraits, Winxvideo AI’s Face Recovery restores fine details like eyelashes, pupils, and skin texture, while removing blemishes. It works perfectly for both individual portraits and group photos.Digiarty The same thing works on old photographs, which you can scan and then make them look like they were taken yesterday. Should you want to modernize old black and white pictures, then the colorize feature in Winxvideo AI makes this incredibly simple, bringing old images to life with full color versions. Everything is handled by the simple-to-use software that does all the heavy-lifting for you. Winxvideo AI version 4.0 takes things to a new level Thanks to big improvements in two of the AI models used in version 4.0, the latest iteration of Winxvideo AI boasts incredible performance gains, with upscaling speeds increased by up to 80% over version 3.9! Digiarty Not only that, the finished results also come with enhanced quality and details too. All this, while the CPU/GPU usage has been lowered, so your PC won’t be punished while working on the video or images. Grab time-limited special deals for Winxvideo AI This year also marks the 19th anniversary of Winxvideo AI’s creators Digiarty, which is being celebrated by a superb deal on the software where you can buy it for only $29.95, saving you $40 off the normal price. Hurry, though, as this is a time-limited deal to accompany the Digiarty festivities. With so many useful tools to upgrade your video and photo library, there’s never been a better time to buy Winxvideo AI, and thanks to the special deal there’s never been a cheaper time either. View Offer

Credit: Hisense Deal pricing and availability subject to change after time of publication. Learn more about how we select deals. SAVE $300: The Hisense C2 TriChroma Laser portable projector is on sale for $1,699.99 at Amazon as of May 14, which is a 15% discount and drops it down to its best price ever. Opens in a new window Credit: Hisense Hisense C2 TriChroma Laser portable projector $1,699.99 at Amazon $1,999.99 Save $300 Projectors have come a long way in recent years — to the point where some rival big screen 4K TVs. The Hisense C2 TriChroma Laser series, released last fall, is one of those rivals. Of course, that groundbreaking cinematic experience doesn't come cheap. The C2 TriChroma Laser series includes three models, with the most affordable of the trio costing $1,999.99. As of May 14, however, the standard Hisense C2 portable projector is on sale for $1,699.99. That's 15% off and its lowest price on record. Sure, that's still pretty steep, but it's $300 less than you'd spend at full retail price.All three models — including the standard C2 projector — are equipped with Hisense's Tri-Chroma triple color laser, which ensures color accuracy with a massive color spectrum. They also support 3D viewing, adding another dimension to your viewing experience. Projection size ranges from 65 to 300 inches and thanks to 360-degree horizontal rotation and 135-degree vertical adjustment, you'll have unparalleled viewing flexibility. You can watch movies on the ceiling, set up a massive outdoor screen, or stream workout videos on the wall of your home gym. Each model also offers auto keystone correction and auto focus, smart wall color adaptation, and obstacle avoidance, ensuring a top-notch viewing experience instantly.The standard C2 model, as a relatively budget-friendly option, only boasts 2,000 lumens of brightness (versus the 3,000 lumens of the C2 Ultra). That's still plenty bright, though, unless you're in an extremely sunny atmosphere. Just dim the lights and close the curtains and you should be fine. It also lacks some of the higher-end features, like a built-in subwoofer and IMAX Enhanced certification. However, it still offers key technologies like Dolby Vision and HDR10+, as well as JBL 2.0 channel audio. Related Stories Mashable Deals Want more hand-picked deals from our shopping experts? Sign up for the Mashable Deals newsletter. By clicking Sign Me Up, you confirm you are 16+ and agree to our Terms of Use and Privacy Policy. Thanks for signing up! If you prefer a portable and flexible TV experience, it's hard to beat the cinematic capabilities of the Hisense C2 TriChroma Laser projector — particularly when it's on sale. Topics Amazon Gadgets Christina Buff Christina Buff is a Nashville-based freelance writer for who covers shopping with a splash of entertainment. If you’re ever wondering what streaming service you need to watch something (and the cheapest way to sign up for it), she’s your girl.Christina received a B.S. in Business Communication (concentration in writing) from Stevenson University and began her professional journey writing and editing press releases. Since then, she’s written content for a marketing agency, blogged for celebrities, and covered local news, politics, women’s lifestyle, fashion, beauty, and just about everything in between for various publications.When she’s not writing, she’s probably enjoying live music, studying human design, or embroidering and upcycling clothes. You can follow her on Instagram at @touchinfinity.

Photo Credit: iQOO iQOO Neo 10 Pro+ will come in Shi Guang White, Shadow Black and Super Pixel shades Highlights iQOO Neo 10 Pro+ will launch alongside the Pad 5 series, Watch 5 and more It is confirmed to pack a 7K “Ice Vault” vapour cooling chamber The iQOO Neo 10 Pro+ will have a 2K display with 1.5mm side bezels Advertisement iQOO Neo 10 Pro+ will launch in China on May 20 alongside the iQOO Pad 5 series, iQOO Watch 5, iQOO TWS Air 3 and more devices. It is expected to join the standard iQOO Neo 10 and the Neo 10 Pro variants in the country, which were unveiled in November 2024. The upcoming Neo 10 Pro+ smartphone will be equipped with a Snapdragon 8 Elite SoC and a 2K display. Now, the company has revealed the RAM, storage and a few key other details about the phone.iQOO Neo 10 Pro+ Key SpecificationsThe company previously confirmed that the iQOO Neo 10 Pro+ willl be powered by an octa core Snapdragon 8 Elite SoC. The company revealed in a Weibo post that the chipset will be optimised with iQOO's Blue Crystal technology. The post added that the handset will support LPDDR5x Ultra RAM and UFS 4.1 storage. The phone is claimed to have scored 3,311,557 points on the AnTuTu benchmark test.In another post, the brand said that the iQOO Neo 10 Pro+ will boast its largest yet 7K “Ice Vault” vapour cooling chamber for thermal management and heat dissipation, claiming to improve cooling efficiency by 15 percent.Previously, iQOO revealed that the upcoming Neo 10 Pro+ will sport a 2K display with 1.5mm side bezels and a glass back panel. It will be offered in Shi Guang White, Shadow Black, and Super Pixel (translated from Chinese) colourways. The "prism pixel design" of the latter option has been developed in collaboration with BMW M Motorsport. Older reports have suggested that the iQOO Neo 10 Pro+ will likely come with a 6.82-inch flat OLED screen. It is expected to house two 50-megapixel cameras at the back. It could pack a 7,000mAh battery with 120W fast wired charging support. The handset may feature 16GB of RAM and ship with Android 15-based OriginOS 5. KEY SPECSNEWSDisplay 6.78-inchProcessor Snapdragon 8 Gen 3Front Camera 16-megapixel Rear Camera 50-megapixel + 8-megapixel RAM 12GBStorage 256GBBattery Capacity 6100mAhOS Android 15Resolution 1260x2800 pixelsKEY SPECSNEWSDisplay 6.78-inchProcessor MediaTek Dimensity 9400Front Camera 16-megapixel Rear Camera 50-megapixel + 50-megapixel RAM 12GBStorage 256GBBattery Capacity 6100mAhOS Android 15Resolution 1260x2800 pixels For the latest tech news and reviews, follow Gadgets 360 on X, Facebook, WhatsApp, Threads and Google News. For the latest videos on gadgets and tech, subscribe to our YouTube channel. If you want to know everything about top influencers, follow our in-house Who'sThat360 on Instagram and YouTube. Sucharita Ganguly Sucharita is a writer with Gadgets 360 and is mostly found playing with her cat in her free time. She has previously worked at breaking news desks across organizations. Powered by coffee, The Beatles, Bowie, and her newfound love for BTS, she aims to work towards contributing to a better media environment for women and queer folk. More Related Stories