The investment thesis at venture capital firm Ninepointfive is grounded in the view that Europes manufacturing sector remains stubbornly analog compared with industries like telecoms and healthcare. As founding partner, Paul van Emmerick, puts it, There is still a large chunk of the way [manufacturers] operate which didnt embrace technology as other industries have. He points in particular to the Mittelstand or SMEs in Germany, where many companies rely on outdated sales methods and slow qualification processes. You have sales guys driving around in cars and going for a chat, you have complex qualification and tender processes. He believes that online platforms and digital networks can unlock efficiencies across the supply chain, contributing to the firms stated mission of making Europes traditional industries more digital and green.The Covid-19 pandemic added urgency. Disruptions, exemplified by the Suez Canal blockage, forced firms to rethink their supply chains. The world realized that were relatively vulnerable, van Emmerick notes. A more digital manufacturing sector promises supply chain resilience by providing faster sourcing and flexible capacity. To that end, Ninepointfive backs platforms able to short-circuit complex workflows and streamline procurement, thus mitigating vulnerabilities that came to the fore in recent years.The current investment climate in Europes technology landscape, particularly as it relates to manufacturing digitization, has evolved. Dry powder sits ready to be deployed, but investors increasingly demand robust operating models. Before, maybe you needed to tick seven out of ten boxes. Now you need to be nine plus, van Emmerick says. Ninepointfive examines both the quality of an idea on paper but also how it fares under actual market conditions. They look for early customer traction and stickiness in repeat orders. This is one reason the firm points to portfolio companies such as MakerVerse, where a strong record of recurring orders provides evidence that the platform meets genuine manufacturing needs.Paul van Emmerick. Photo via Ninepointfive.Read more in this series:The State of Investment in 3D Printing IndustryNATO Innovation Fund and defense tech investingAM Ventures: how to get your 3D printing start-up fundedWill additive transform everything?The founding partner sees fewer outsiders entering industrial markets without prior experience. Instead, deals increasingly originate from collaborations with established corporates with well-developed ideas but neither the right teams nor the internal structure to bring them to market.This approach narrows the range of prospective investments and reduces time spent on pitch sessions or scouting at large-scale events. Instead, Ninepointfive looks to corporate partners that have identified gaps or inefficiencies in their own operations. The firm then channels its funding and expertise into start-ups that can quickly demonstrate product-market fit.Van Emmerick acknowledges that additive technologies alone seldom provide a panacea. Rather, lasting success depends on integration into broader manufacturing workflows. Despite the high expectations once surrounding 3D printing, the technologys true impact emerges only when paired with other production methods. After the hype disappeared and valuations tumbled, the question became: what will it actually deliver? Will additive transform everything? he says. In his view, the answer lies in combining additive techniques with established processes rather than focusing solely on niche applications.Beyond the technology and business model, Ninepointfive also closely examines founding teams. The firm conducts structured interviews to identify resilience, ambition, and the ability to navigate fast-moving environments. You have to manage more stakeholders at a much faster pace than in a traditional setting, van Emmerick explains. This requirement rules out specialists who might excel in one area but struggle when confronted with the diverse pressures of early-stage company-building. Instead, the emphasis is on leadership capable of inspiring employees, engaging customers, and gaining the trust of partners across the supply chain.Mixing AI and AM where are the underinvested opportunities?Ninepointfives approach to additive manufacturing invests not only in hardware and materials but also in the software and intelligence that accelerate adoption. They use AI from day one, says the founding partner, describing how platforms in their portfolio integrate advanced models into their workflows. MakerVerse, for example, deploys stochastical mathematical algorithms to refine automated quoting and employs language models to interpret customer emails, extracting requirements and proposing only the most relevant queries. By removing the need for weeks of back-and-forth negotiations, iteration becomes a nimble process.This emphasis on integration is seen as central to unlocking the full potential of additive manufacturing. The technology, in van Emmericks view, rarely stands alone. Instead, it sits alongside CNC machining and other conventional processes, as well as AI-driven decision-making tools. He believes that digital platforms are forging a manufacturing network that behaves like an extension of your own organization, freeing prototyping and innovation managers to iterate faster without the friction associated with traditional procurement methods.Ninepointfive currently holds nine companies in its initial fund, launched four years ago, and while the time frame has been too short to test exit conditions, the firms focus remains on under-digitised industries. Van Emmerick sees promise in sectors such as offshore and maritime, where technology uptake has been slow. The second fund aims to identify similar opportunities where industrial processes lag behind other sectors, providing a chance to accelerate digitization and increase efficiency.2025 investment approachInvestors such as Ninepointfive see 2025 as an opportune time to deploy capital, even if economic headwinds have cooled sentiment compared with past years. In our second fund, I am definitely on the lookout to invest, says van Emmerick, noting that undervalued companies and realistic valuations are resetting the market. He anticipates greater mergers and acquisitions activity, as well as the potential for successful IPOs, which could spur further upstream investment.Such conditions, however, do not mean that investors will ease their standards. Even with the market offering fertile ground, entrepreneurs need more than a compelling narrative. Red flags, such as overreliance on a single customer or a (perceived) lack of meaningful competition, quickly undermine a founders credibility. Early traction and realistic assessments of the competitive landscape carry greater weight than ambitious projections unsupported by evidence.The shift towards quality rather than quantity has prompted some firms to broaden their lens, looking beyond headline-grabbing technologies to identify hidden inefficiencies in traditional sectors. While additive manufacturing and AI remain integral components of Ninepointfives strategy, the firms next fund may target slow-moving verticals like offshore and port logistics. Against this backdrop, startups hoping to secure funding must demonstrate that their innovations align with tangible market needs and can meet the scrutiny of increasingly discriminating investors.Dont miss the upcoming articles in our State of Investing in 3D Printing series; subscribe to the 3D Printing Industry newsletter.To stay up to date with the latest 3D printing news, follow 3D Printing Industry on LinkedIn.You can also find us on Twitter, and Facebook.Featured image shows a 3D printed lampshade at Materialise HQ in Belgium. Photo by Michael Petch.Michael PetchMichael Petch is the editor-in-chief at 3DPI and the author of several books on 3D printing. He is a regular keynote speaker at technology conferences where he has delivered presentations such as 3D printing with graphene and ceramics and the use of technology to enhance food security. Michael is most interested in the science behind emerging technology and the accompanying economic and social implications.

close Dont be so quick to click that Google calendar invite. It could be a hackers trap Cybercriminals are sending fake meeting invitations that seem legitimate. A sophisticated phishing campaign exploiting Google Calendar has been uncovered by Check Point Software Technologies, raising alarms among cybersecurity experts.Cybercriminals are sending fake meeting invitations that appear legitimate, redirecting victims to phishing sites and mimicking Google's platforms to steal sensitive information.This emerging threat is particularly concerning given the widespread use of Google Calendar, which serves more than 500 million users globally in 41 languages. Researchers have identified nearly 4,000 phishing attempts in a matter of weeks, impersonating more than 300 reputable brands. Fake Google Meet invitation (Check Point Software Technologies)How the scam worksHackers leverage the trust in Google's services to carry out their attacks. Victims receive seemingly authentic meeting invites via Google Calendar. Upon clicking links within these invites, they are taken to fake web pages that prompt them to input personal data. Once compromised, this information can be used foridentity theft, financial fraud and unauthorized access to other accounts. Security experts warn that attackers are now using AI to craft highly convincing fake invitations, making it even harder to spot the fraud. Reacting to the findings from Check Point, a spokesperson for Google said:WHAT IS ARTIFICIAL INTELLIGENCE (AI)?"We recommend users enable the 'Only If The Sender Is Known' setting in Google Calendar. This setting helps defend against this type of phishing by alerting the user when they receive an invitation from someone not in their contact list and/or they have not interacted with from their email address in the past." Fake Google Meet invitation (Check Point Software Technologies)Google's 'Known Senders' setting: A shield against calendar phishingGoogle has introduced the "known senders" feature in Google Calendar to combat sophisticated phishing attempts. This setting helps you filter out potentially malicious calendar invites. Here's how to enable it:OpenGoogle Calendar and click the gear icon to access SettingsUnder General, selectEvent SettingsIn Add invitations to my calendar, chooseOnly if the sender is knownThis ensures that only events from contacts, your organization or previous interactions are automatically added to your calendar.GET FOX BUSINESS ON THE GO BY CLICKING HERE Google's "Known Senders" setting (Kurt "CyberGuy" Knutsson)Additional security measuresTo further protect yourself from phishing scams, follow these steps.Scrutinize unexpected invites carefully: Examine the sender's details, including their name, domain and email address, for any inconsistencies or signs of spoofing.Avoid clicking suspicious links or downloading attachments from unknown sources: Threat actors often embed malicious links in calendar invites that can lead to phishing websites designed to steal your personal information.Use strong antivirus software: This provides an additional defense mechanism against malware and can help detect potential phishing attempts before they cause damage. The best way to safeguard yourself from malicious links that install malware, potentially accessing your private information, is to have antivirus software installed on all your devices. This protection can also alert you to phishing emails and ransomware scams, keeping your personal information and digital assets safe.Get my picks for the best 2025 antivirus protection winners for your Windows, Mac, Android and iOS devices.Enable two-factor authentication (2FA) for your Gmail account:2FA adds an extra layer of security that can prevent unauthorized access, even if your credentials are compromised.Keep your security settings up to date: Regularly review and adjust your calendar and email settings to protect against evolving phishing tactics.Kurt's key takeawaysAs phishing tactics evolve, cybercriminals are exploiting trusted platforms like Google Calendar to bypass traditional security measures. This underscores the importance of user vigilance and proactive security practices. By enabling the "known senders" setting and implementing additional security measures, you can significantly reduce the risk of falling victim to calendar-based phishing scams.CLICK HERE TO GET THE FOX NEWS APPWhat digital security challenges have you encountered recently? Let us know by writing us at Cyberguy.com/Contact.For more of my tech tips and security alerts, subscribe to my free CyberGuy Report Newsletter by heading to Cyberguy.com/Newsletter.Follow Kurt on his social channels:Answers to the most asked CyberGuy questions:New from Kurt:Copyright 2025 CyberGuy.com.All rights reserved. Kurt "CyberGuy" Knutsson is an award-winning tech journalist who has a deep love of technology, gear and gadgets that make life better with his contributions for Fox News & FOX Business beginning mornings on "FOX & Friends." Got a tech question? Get Kurts free CyberGuy Newsletter, share your voice, a story idea or comment at CyberGuy.com.

Amazon's third-generation Echo Show features faster speeds and an ambient display to streamline your smart home experience.

ZDNET's key takeaways The Vivobook S 15, Asus' first Copilot+ PC, normally retails for $1,299, but it is currently on sale for $1,099 on Amazon. It is sleek and lightweight with a gorgeous OLED display, great battery life, and snappy performance. However, because of the nature of Windows on ARM laptops, it's not yet optimized for certain apps and games. View now at Amazon What's the deal?Amazon is currently selling the Asus Vivobook S 15 laptopfor $1,099, which is $200 less than its typical selling price. At that price, it's a steal for some of the newest processor technology on the market. Asus' first Copilot+ PC with the Snapdragon X Elite chip last year was the Vivobook S 15, a sleek and lightweight 15-inch laptop with a gorgeous display and ultra-snappy performance. The chassis' minimalist, all-metal design is lightweight and airy, and it feels more premium than last year's Vivobook S 14. It's only 0.58 inches at its thinnest point, and it weighs just 3.13 pounds, making it particularly well-suited for hybrid or remote workers who want a powerful laptop with a gorgeous display that doesn't weigh a ton.Also: I tried Lenovo's infamous 'rollable' laptop at CES - it's more practical than I thoughtLike all of the new Windows on ARM laptops released this summer, the Vivobook S 15 is fast and responsive with nice battery life, but it comes with new technology that isn't fully optimized for all tasks quite yet, which could limit its use case for some users.For the average consumer, however, this is the epitome of a laptop that looks and feels good right out of the box, and it starts with the brilliant 3K OLED display. details View at Amazon With an 89% screen-to-body ratio and ultra-thin bezels, the screen is brilliant and high-contrast, rocking a max 600-nit brightness and 120Hz refresh rate for some silky-smooth and crisp image quality.Also: I recommend this high-end laptop to creative pros over MacBooks - here's whyThe display's 16:9 resolution gives it that premium widescreen feel, lending itself well to both watching and editing media, but it might not be for everyone. Most 15-inch laptops come with a 16:10 resolution, which might feel more "natural" for some, but ultimately the distinction is subtle. Kyle Kucharski/ZDNETWith 16GB of RAM and a 1TB SSD, Asus is able to keep costs close to that $1,000 price point with just the right amount of hardware on this machine. And it feels even better in tandem with the snappy, responsive performance the Snapdragon X Elite processor provides.The Vivobook S 15 features the 12-core, 3.4GHz chip with a 45 TOPS NPU, the same one found in the HP Omnibook X 14, but slightly below the 3.8GHz chip found in the Samsung Galaxy Book4 Edge.The benchmarking scores in Cinebench reflect that same hierarchy, with numbers above the Omnibook and just below the Galaxy Book4 Edge. In testing the CPU's performance, I got a single-core score of 106 and a multi-core score of 969. In Geekbench, I got a single-core of 2447 and a multi-core of 14384.Remember that these scores were recorded while the device was plugged into power. While on battery, I got scores about 30% lower -- somewhat more of a difference than I expected. This is in comparison to the HP Omnibook X 14, which had a much narrower gap in scores in my testing, something I noted as I was reviewing it.Also: This affordable Lenovo laptop I tested handled my various workflows like a champThis paints a picture of a laptop that has somewhat variable battery life, depending on what you're doing and what kind of mode you have the laptop in. There's no escaping the power this display requires, and if you're someone who typically ignores battery setting profiles and keeps your machine blasting at "Best Performance," you may want to adjust the power modes in either the MyAsus software or in Windows (or both) because you'll see a drastic difference. That being said, the Vivobook S 15's 70Wh battery performance is good, but the user must manage it to maximize its efficiency. During the battery test that ZDNET runs on all laptops, I got about 10 and a half hours before it died, but that number fluctuated in subsequent tests with different power mode settings.Also:The Lenovo ThinkPad I recommend to most professionals is also one of the most affordableOptimization is the theme here, and this also extends to its performance. The Windows on ARM architecture provides fantastic up-front performance in ways that are immediately apparent to most users. But when you start looking closely at more specialized tasks, things have the potential to get tricky.For example, the Vivobook S 15's aforementioned 16:9 resolution OLED screen seems like it would be perfect for editing video. While the integrated Qualcomm Adreno GPU is up to the task, its interaction with different apps and their performance in Windows (via Prism) is still a work in progress. Kyle Kucharski/ZDNETDuring my testing, I ran DaVinci Resolve for Windows on ARM, and it worked mostly fine, but the performance is still not 100% optimized. There was some lag, graphic stuttering, and quirkiness, especially with 4K video. Adobe Photoshop, however, ran smoothly, with local AI-generative tasks popping off seamlessly with help from the NPU on board the Snapdragon. I expect performance to continue improving as Windows improves and developers improve their products for the platform.The other elephant in the room is gaming, which is not entirely up to speed with Windows on ARM. Yes, technically, you can game on this laptop, but many titles still don't run, and the ones that do are not well-optimized. Although the Vivobook S 15 looks like something you might want to game on, I wouldn't recommend it as a dedicated gaming laptop. At least not yet.Also: The best Windows laptops you can buy: Expert testedInstead, I see the Vivobook S 15 as a primary driver for remote workers or digital nomads who are already integrating AI into their workflows and appreciate an aesthetic laptop with a brilliant display that handles media well. Supporting that use case, it has a generous selection of ports: two USB-A ports on the right-hand side, two USB-C on the left, an HDMI port, a MicroSD slot, and a headphone jack.It also has a "full" keyboard (the number pad on the right side has slightly smaller keys, as typical for sub-16-inch machines), which is satisfying and responsive to typing on. The keyboard has colorful LED backlighting that can be configured in many different lights and effects. Still, again, this is not something that I would consider high on the priority list when optimizing battery life. ZDNET's buying adviceThe Asus Vivobook S 15 is a sleek and lightweight laptop with a gorgeous OLED display and solid battery life -- as long as you're mindful of your power usage. I'd recommend it to forward-thinking digital nomads who want a performant, AI-ready laptop with a blazing-fast Snapdragon X Elite processor. It's a solid investment for people who regularly swap between creative work, productivity software, and media.All things considered, the sale price of $1,099 is very competitive for this laptop, particularly for the display alone.Featured reviews

GenAI is a tooland like any tool, its more useful for some creative jobs than others. gettyOne of the more remarkable traits of generative AI is its ability to produce creative work, whether its text, images or video. This capability has spurred businesses to experiment with the technology to produce anything from marketing copy to advertising mood boards. Generative AIs uptake among marketing departments has been swiftin a recent survey of nearly 600 chief marketing managers by Everest Group, more than half of respondents said content creation was the most frequent use of AI.Little wonder: For some kinds of creative tasks, AI can produce in minutes what a team of creatives could take days or weeks to produce.But thats not the end of the story. While businesses would do well to get started with trying out generative AI in some of their creative workflows, theres a lot they need to understand about its best role.In my own experience with using GenAI for creative work, it can be very useful in moving you more quickly through the sometimes painful, onerous and time-consuming stages of the creative processgenerating a first draftto the part most of us actually enjoy: injecting the material with human artistry, punching up the emotional impact, or aligning it with the brand message or target audience.The magic isnt in the quality of the first draft itself but in the speed of generating something to react to. No longer, for instance, do advertising teams need to spend days or weeks working through the first ideas for a creative brief for a new campaign. And in seconds, creative professionals can translate their visual, text or musical ideas into a tangible format instead of the days it would require using conventional digital design tools. This allows them to share their ideas more quickly and effectively, get feedback, and fine-tune the output.How to optimize AI in the creative processOf course, GenAI is a tooland like any tool, its more useful for some creative jobs than others. Its not an all-or-nothing approach. Businesses may also meet with some resistance from their creative staffs, and they need to be prepared to clearly communicate what generative AI should, and should not, be used for. There are some areas where human creativity is the only answer.Other key issues businesses will need to address when integrating GenAI as a creative sparring partner include:Providing training, education and safe experimentation opportunities for creative staff.Understanding where human oversight is neededAddressing potential legal concerns regarding data ownershipFortifying data management and security processesWorking closely with business, technology, and creative managers to make the best GenAI decisionsOur recently published article, The future of creative work is a partnership with AI, provides input on these important topics and more. Managers of creative staffs will learn how to go beyond skepticism or fear about generative AI to understanding how AI can, in certain cases, help produce higher quality creative work more quickly and less expensively.In so doing, businesses will be moving their creative staffs to the next era, in which GenAI can play an integral role in the creative process.

The future isnt about humans versus machinesits about humans and machines working together.

Key TakeawaysChinese AI Startup DeepSeek has released its latest AI assistant DeepSeek V3.The tool is more efficient than OpenAI and Metas AI models while costing a fraction of their cost.It has sent Metas AGI team into a panic mode while Trump warns its a wakeup call for US AI firms.A new Chinese AI model has taken the world by storm. Chinese AI startup DeepSeek has just released the latest version of its open-source AI model DeepSeek V3, and its better than the latest ChatGPT 4.0, Llama3, and Claude AI models. In fact, in some areas, it even surpasses its rivals.To add a cherry to the top, its training and development cost is just a fraction of that of its rivals. Where giants like OpenAI and Meta have pumped billions of dollars into data centers and AI training, DeepSeek has built a model from scratch for just $5.5M.The US stock market bore the brunt of this new breakthrough, wiping off $1 trillion for investors in a single day. Nvidia was the most affected stock it fell almost 17% in a day. Nvidia investors saw $593B vaporize into thin air the single biggest market cap loss for a company on Wall Street.Nvidias whole business is centered around selling massively expensive GPUs at 80-90% margins. In contrast, DeepSeek built the whole model on around 2,000 Nvidia H800 GPUs.DeepSeek has rocked the belief that the AI industry is a capital-intensive one and only big corporation giants can participate in it.As per reports, DeepSeek uses efficient computing techniques such as a mixture of experts approach to lower the cost. Now that the industry knows similar results can be achieved with a fraction of resources, the whole AI chip industry business may falter.The only downside might be that the model is trained on data up to October 2023. But this is only for the web version. The app seems to have access to the latest information.What Does This Mean For US AI Giants?DeepSeek stepping foot into the industry has sent the rest of the players into a frenzy. As per an inside source, the generative artificial intelligence division of Meta is in panic mode.Engineers are moving frantically to dissect DeepSeek and copy anything and everything we can from it. Im not even exaggerating. Meta employeeThe biggest worry of the management right now is how they will justify the massive cost of their tools and the massive salary that their leaders are drawing when China has managed to create an equally competent tool at such a low price.Even President Donald Trump praised DeepSeek in a speech at a Republican retreat, applauding its technological breakthrough and saying it should be a wake-up call for American companies.OpenAIs CEO Sam Altman seemed to be a little more calm in his response. He took to X and said that it was quite invigorating to have new competitors in the market. He also applauded the company for delivering that kind of service for such a low cost and in the end,promised to speed up some of OpenAIs own releases.It might seem that DeepSeek is the next big thing. And it might be so, considering that it has already become the No.1 downloaded free app on Apples app store. Its open-source model makes its codes and technical details open to all. This might also speed up progress through collaboration.But there are some hurdles in the way. For instance, so far the tool censors all topics that are not favored by the Chinese government. However, the question is how viable this approach will be if it tries to make it big in the global market.Plus, China is not on good terms with many of its neighbors. We have all seen how it went down for TikTok. So in this environment, will DeepSeek manage to survive or will it sink after this banging launch?Add Techreport to Your Google News Feed Get the latest updates, trends, and insights delivered straight to your fingertips. Subscribe now! Subscribe now Vlad is Tech Report's Executive Editor. With over a decade of experience in tech content, he's passionate about computer hardware, an advocate of online privacy, and strongly believes in the open-source, scarce-money nature of cryptocurrency.When hes not working, hes traveling with his partner and their cat, learning Python, or reading good books. He never owned a PC he did not build. View all articles by Vlad Melnic Our editorial processThe Tech Reporteditorial policyis centered on providing helpful, accurate content that offers real value to our readers. We only work with experienced writers who have specific knowledge in the topics they cover, including latest developments in technology, online privacy, cryptocurrencies, software, and more. Our editorial policy ensures that each topic is researched and curated by our in-house editors. We maintain rigorous journalistic standards, and every article is 100% written byreal authors.

In brief: Except for the flagship RTX 5090, the Nvidia Blackwell graphics cards revealed so far feature VRAM pools identical to their RTX 40 series predecessors. Although the company hasn't disclosed the new generation's mainstream products yet, reports suggest they will continue the trend, likely disappointing budget-conscious consumers. Numerous Nvidia RTX graphics card variants have recently appeared in a Eurasian Economic Union database, including multiple models of the yet-to-be-announced RTX 5060 and 5060 Ti. The leak reveals the VRAM configurations for the entire next-generation GPU lineup, some of which are disappointingly small.The RTX 5060 Ti is listed with 8GB and 16GB variants, mirroring the 4060 Ti models released in 2023. Unsurprisingly, the 5060 is shown with only the 8GB option, likely igniting concern over its longevity for playing high-end games.Several recently released titles suffer from unplayable frame rates on 8GB GPUs when running in 4K or at maximum graphics settings. For example, the framerate for every 8GB card shown in TechSpot's Stalker 2 benchmark collapses under the game's "Epic" graphics preset, even at 1080p. However, turning the game down one notch to "High" immediately causes a significant improvement until the resolution reaches 4K.Notably, the EEU listing also contains 12GB models of the RTX 5070 Ti. Nvidia unveiled the GPU with 16GB of VRAM at CES 2025, but a scaled-down model would echo the 4070 Ti's release pattern. Although 12GB is more comfortable than 8GB, it can still prove insufficient when features like hardware-assisted ray tracing and frame generation are enabled in 4K.Nvidia likely believes that upgrading to faster VRAM reduces the need for more VRAM from generation to generation, as all desktop RTX 50 GPUs feature GDDR7 RAM. However, recent reports indicate that the new memory solution has inflated production costs, complicating efforts to sell custom GPU variants at MSRP.Further testing is also needed to determine whether upgrading from GDDR6 VRAM was worth it. The only RTX 50 review currently available is for the 5090 the sole card to receive more memory than its predecessor. The new flagship outpaces the old one by an unimpressive 27 percent on average, and the gains from the lower-tier products will probably be smaller. // Related StoriesThe RTX 5090 and 5080 will launch on January 30 for $999 and $1,999, respectively. The 5070 Ti is rumored to begin shipping on February 20, and the 5070, 5060 Ti, and 5060 will likely be released over the following weeks.

Contrarian View The revelation that development costs for DeepSeek's AI assistant came in at only $6 million sent shockwaves through the stock market this week, particularly affecting companies heavily invested in AI technology. Nvidia saw its shares tumble alongside other tech stocks over concerns that the demand for Nvidia's chips would decrease if AI models can be developed more cost-effectively. However, not everyone shares this pessimistic outlook. Former Intel CEO Pat Gelsinger offers a different perspective on the situation, arguing that the demand for high-performance computing in AI development is likely to remain strong, despite the emergence of cheaper alternatives. "The market reaction is wrong, lowering the cost of AI will expand the market," Gelsinger said on social media. "Today I am an Nvidia and AI stock buyer and happy to benefit from lower prices."Gelsinger argues that the response to DeepSeek overlooks three crucial lessons from the past five decades of computing history.First, Gelsinger emphasizes that lowering the cost of computing resources expands the market rather than contracts it. He draws parallels to previous technological advancements like PCs and mobile devices, where increasing affordability led to widespread adoption. He believes that making AI more accessible will integrate it into a broader range of applications, ultimately driving growth in the industry.Second, Gelsinger highlights the importance of constraints in fostering innovation. He points out that the DeepSeek team, faced with export restrictions and limited resources, managed to create a world-class solution at a fraction of the usual cost. This ingenuity, Gelsinger notes, aligns with insights from computer science pioneers, who often achieved their best work under significant limitations.Third, Gelsinger advocates for openness in AI development. He expresses concern over the trend toward proprietary AI models, arguing that open ecosystems consistently lead to better outcomes. "Open wins every time it is given a proper shot," he said. The ex-Intel boss believes that DeepSeek's open approach serves as a reminder of the value of shared innovation in the AI field. // Related StoriesBut the big reveal came when he said that engineers at his startup, Gloo, are running R1 today. "They could've run o1 - well, they can only access o1, through the APIs."One of the key advantages of DeepSeek's AI model is its ability to run on local devices, including personal computers and mobile phones, in contrast to ChatGPT's latest models, which are exclusively cloud-based. The local deployment option offers users greater control over their data and reduces reliance on internet connectivity.However, the initial training of such advanced AI models still requires substantial computational power. Despite DeepSeek's innovations in model efficiency, major AI companies like Anthropic and OpenAI possess significant computing resources allowing them to further scale up their models and increase the number of parameters while leveraging their infrastructure.In other words, while some companies like DeepSeek focus on efficiency and doing more with less, others leverage their vast resources to push the boundaries of model size and complexity. Both approaches have their merits and contribute to the advancement of AI technology.

Games come in all shapes and sizes, and a longer game isnt necessarily better than one you can beat in an afternoon. That said, as the video game generations have gone on and hardware has improved, some developers have pushed the limits on just how long a game can last. Now, we have tons of live-service games, MMORPGs, and multiplayer games that technically have no end to them at all. However, looking at games that can in fact be beaten, some titles might as well be endless for how much time they ask of the player. If you are looking for a game you can sink dozens and dozens of hours into, weve found the longest video games of all time.Note: While some live-service and MMOs do have storylines, we arent counting them here due to them being ongoing. Likewise, sandbox games only count if there is a way to finish the game. We also used How Long to Beat for a general consensus on the hour count for each of these games based on the Main Story ranking.Recommended VideosRelatedEditors Recommendations