Its greatest advantage is not having its own model

Meta ended its 2025 by announcing the purchase of manus for more than 2,000 million dollars. It says a lot that it is a company that coordinates and directs other people’s models. Why is it important. Manus reached 100 million in annual recurring revenue without training a single model. Use Claude and Alibaba models to do the heavy lifting. Its differentiation is not in the intelligence of the model but in the execution: planning complex tasks, invoking tools, iterating on results, delivering finished work… a purely agentic model that achieved its little viral moment at the beginning of the year. OpenAI, Google and company focus on announcing models that fight to get tenths in the benchmarksbut Manus simply makes money by selling that ability to direct other people’s models. The backdrop. In ranking like those of Chatbot Arena We have been seeing the same pattern for a year: every time one model is crowned the best, another surpasses it in a few weeks. None manages to make a lasting difference and there is no great difference. moatnot even the capillarity and recognition of OpenAI, or the distribution capacity of Google. Yes, but. Yeah the models are commoditizing and they are increasingly interchangeable, where is the business? Meta just gave his answer: at the application layer. In who controls the distribution where people actually use AI. Meta spends $70 billion a year (and counting) on ​​AI infrastructure, but Meta AI It is not curdling and Flame 4 punctured. It lacks what Manus has proven to have: a proven ability to turn models into products that people pay to use. The threat. Meta is facing a distribution problem: Google has Android, Google Search, Gmail, Google Docs… Microsoft has Windows and its suite of productivity, in addition to being ubiquitous in companies. Apple controls the iPhone and the Mac. And Meta has social and messaging platforms, but its track record in corporate products is disastrous. Workplace never took off and closed. Their reputation with business data isn’t exactly great. Buying technology is easy, but whether companies trust Meta as a provider of work tools is another story. Chinese arbitration. Chinese AI startups are clearly undervalued: The Chinese number one is worth less than 1% of the American one with comparable technical capacity, and the penetration of OpenAI justifies the distance, but not at that level. Benchmark Capital saw these figures and he put in 75 million in May at a valuation of 500 million. a few months later goes for more than 2,000 million. The new manual. Manus has just shown that there is a viable route for Chinese AI startups: turn to cheap and well-trained Chinese talent, develop a product designed for global markets (and not just Chinese) from day one, raise Western capital, move the legal headquarters outside of China (in this case, Singapore), and achieve a “clean exit.” Other Chinese startups can now be expected to follow a similar path, and the Chinese authorities are aware of this… and are not happy with the idea, according to the wall Street Journal. They see it as a leak of technology developed with local engineers. And now what. Meta will integrate Manus into Facebook, Instagram and WhatsApp. But the real message goes further: in AI, as happened with the Internet, the infrastructure becomes commodity and the business is in the digital “last mile”, where technology touches the user. Meta just paid 2.5 billion to not forget that lesson. In Xataka | Mark Zuckerberg is giving a radical change to Meta’s AI strategy. And that’s what happens when you lose a Nobel Prize winner. Featured image | Manus, Xataka with Mockuuups Studio

Netflix decided to kill sending content to the TV. Apple has taken advantage of the gap to score a great goal

Netflix decided to start the month of December by eliminating one of the most basic and useful functions of its mobile application: the ability to send content (cast) from our smartphone to any television with Android TV either Google TV. An essential tool to find content quickly on your mobile and send it to your TV. What we did not expect is that, in less than two weeks, Apple has responded indirectly by bringing its Apple TV for Android the feature that Netflix has decided to kill. Better late. Goodbye to Netflix Cast. It was easy to realize this. At home I have a Google Chromecast with Google TV and a Google Nest. Every time I wanted to send content from my mobile to my television… only the Google Nest appeared. That’s when I read the confirmation of the disaster: Netflix had loaded the Cast without any explanation. The exceptions. In the Netflix support page An exception is specified to continue using the Cast function: having a third-generation or earlier Chromecast device. In other words, versions without remote control. The second, have a plan without ads. If you don’t pay, you can’t send content to TV. Cast icon on Apple TV, make a wish. Given the gap in the squad, great goal. Since yesterday, a couple of weeks after Netflix’s move, the Apple TV application for Android is compatible with Google Cast, a function that was missing since the launch of the app at the beginning of the year on the rival platform. It is necessary to have the app updated to version 2.2 to be able to send our content to the television on any Chromecast. Apple being less Apple. Apple has had to respond to Netflix in the face of an undeniable reality: its service is a minority within the ecosystem of streaming platforms. Netflix is ​​the absolute king, followed by Prime Video and Disney+. And one of the reasons was one that we know quite well: using Apple is using a product tied to its ecosystem. Despite this, Apple TV+ is dangerously close to HBO Max, about to take fourth place in the ranking, according to data from JustWatch. In this context, the introduction of Cast goes beyond a minor function: It is a surrender (more) from Apple towards a more open ecosystem. And this works in your favor Allows Apple TV+ to sneak into homes with Android phones and tablets Reduces friction of use Reduce dependence on Apple’s hardware ecosystem What are you doing to win in Spain. Apple’s strategy to continue growing in Spain is clear: swim against the current with a strategy that does not introduce advertising in the app, a small catalog but with a large presence of proposals (expensive) and own and, now, simplifying the use of its app to reduce friction that had been artificially introduced. It won’t be enough. We told it a year ago and the numbers reaffirm it: there is hardly any war in streamingsince most of the content is converging on Netflix. The post-pandemic stage forced platforms to fight to distinguish themselves, while Netflix went public at the end of December 2024 at pre-pandemic levels. Be that as it may, given the growth of Apple TV in 2025, fight head to head against an HBO focused on quality It is great news for the company. Image | Xataka In Xataka | The best streaming platforms 2025 | Comparison of Disney+, Netflix, HBO Max, Prime Video, Movistar Plus+, Filmin, Apple TV, SkyShowtime and Rakuten TV: catalog, functions and prices

Mercadona invests heavily in AI. And it has an advantage built over 40 years

The general overview. Mercadona has a turnover of 38.8 billion euros annually without being the cheapest supermarket in Spain. The slogan ‘Always Low Prices’ was left behind a long time ago because its focus became different. Their secret today is not in the price, but in constantly anticipating what their customers need. Now it wants to scale that capability with AI. Why is it important. Sergio Pajares, the company’s Director of Technology, sums it up bluntly in statements to The Spanish: The company does not seek to have AI for the sake of having it, but rather to develop “the best AI to sell lettuce.” A way to make it clear that they do not want a simple technological showcase, but rather tools that solve tangible problems of daily business. The context. Mercadona has been optimizing its supply chain for forty years and accumulating knowledge about what works in its stores and logistics blocks. That advantage built year after year is what now powers its AI models. It is not about integrating any API and bragging about innovation, but about training systems that understand the internal reality of the company. In detail. The company has developed an AI tool applied to product master data, the heart of its system. Automate the generation of information when new assortment arrives. And it detects inconsistencies that could break the chain: from label errors to coding mismatches. Pajares defends that therein lies the competitive difference: “There are very advanced models to program applications, but none natively understands how software is developed within a specific company.” The key is that the AI ​​knows and interprets Mercadona’s own context, in this case. Between the lines. The strategy has two speeds. For business processes, such as planning employee vacations that do not compromise operational continuity, the company trains its own models. For more standard tasks, such as automatically recognizing supplier invoices, use off-the-shelf generative AI, while maintaining flexibility to switch suppliers when appropriate. Yes, but. Mercadona does not want technological disorder. It has defined an internal strategy that standardizes developments, guarantees common practices in quality and security, and prevents each team from creating its own isolated solutions. “AI cannot grow in a disorderly manner,” insists Pajares. This last point is key: in many companies, AI has been assumed as an engine that each team executes independentlyoften with different tools between teams, complements disconnected from each other. Mercadona seeks that cohesion between departments. The background. Pajares is clear: it is not about having the best algorithm in the world, but about knowing where to apply it. “In technology we tend to fall in love with the algorithm; in real life, intelligence lies in knowing where to apply it,” according to The Spanish. Mercadona’s bet is to predict demand with more precision than anyone else. Four decades of data on purchasing behavior, product rotation and logistics efficiency are your moat particular. And AI amplifies that advantage. In Xataka | Mercadona grows, but the “shopkeeper” model is dead: Spain has lost 142,000 businesses in 10 years Featured image | Mercadona

If you didn’t make it to Black Friday or Cyber ​​Monday, you can still take advantage of all these deals

Both Black Friday and Cyber ​​Monday have ended, although we are still finding very good offers that have either continued from these days or have arrived now. In this article we are going to review the five best deals in technology and entertainment. Huawei Watch 5 by 359 eurosa very complete watch that has dropped in price from 649 euros. Google Pixel 9a by 379 eurosa good mobile for those who are interested in taking good photos without spending too much money. MacBook Air M4 by 849 euros Adding it to the cart, a laptop with a very good quality-price ratio. Samsung Galaxy S25 Ultra by 989 eurosone of the best phones of the year with a more reasonable price. PlayStation Portal by 194.90 eurosthe PlayStation 5 peripheral that already allows you to play in the cloud. Huawei Watch 5 One of the best discounts we can find at MediaMarkt has fallen on its Deals of the Day. Today only, the Huawei Watch 5 can be purchased for a price of 359 euros. It is a beautiful and elegant smartwatch with titanium construction that has eSIM connectivityits autonomy is up to 4.5 days in standard mode and it has a good assortment of sensors to monitor physical activity. The price could vary. We earn commission from these links Google Pixel 9a One of the mobile phones that has maintained its price in recent days is the Google Pixel 9awhich can still be purchased for 379 euros. It is a pretty smartphone interesting for its photographic sectionbut also because of its compact size of 6.3 inches and its screen that offers good brightness to be able to view content outdoors. Plus, your operating system will be up to date for many years. The price could vary. We earn commission from these links MacBook Air M4 If what you are looking for is a good laptop to work or study, be careful with the MacBook Air M4 that, when you add it to the PcComponentes cart, it remains 849 eurosone of the best prices we have seen to date. Weighs only 1.24 kgits screen is 13.6 inches, it incorporates Apple’s M4 chip and its autonomy is up to 18 hours of video playback. MacBook Air M4 (16GB, 256GB) The price could vary. We earn commission from these links Samsung Galaxy S25 Ultra Another of the phones that has maintained the price of Black Friday and Cyber ​​Monday is the Samsung Galaxy S25 Ultrawhich can be purchased at MediaMarkt for 989 euros (256 GB) or by 1,099 euros (512GB). Samsung’s mobile phone is one of the best that has been launched this year and It stands out mainly for its battery lifefor its screen—especially its anti-reflective treatment—and for its artificial intelligence functions. If you prefer, Powerplanet has the same 256 GB mobile slightly cheaper, since it is on sale for 949 euros. Samsung Galaxy S25 Ultra (256GB) The price could vary. We earn commission from these links PlayStation Portal The PlayStation Portal price drops on rare occasions, but after the end of Black Friday and Cyber ​​Monday it can be purchased with a discount that leaves it 194.90 euros (standard version) and by 194.90 euros (Midnight Black). It is a good accessory for the PlayStation 5 that, after its last update, allows you to play video games in the cloud —even some of the ones we have purchased—as long as we have a PlayStation Plus Premium subscription. The price could vary. We earn commission from these links Some of the links in this article are affiliated and may provide a benefit to Xataka. In case of non-availability, offers may vary. Images | Ricardo AguilarHuawei, Google, Apple, Samsung, PlayStation In Xataka | The best mobile phones (2025), we have tested them and here are their analyzes In Xataka | Best laptops in quality price. Which one to buy based on use and seven recommended models

Five top offers to take advantage of the bargains at the MediaMarkt outlet in technology and entertainment, today, November 30

MediaMarkt has a device outlet on eBay with a guarantee from the main store, and there are quite a few that we can find on sale with the most reasonable prices. In this article we are going to review the best deals after Black Friday in technology and entertainment products. PlayStation 5 Slim by 382.49 eurosthe current generation console in its digital version. Google Pixel 9a by 339.15 eurosa mobile phone that offers very good photographic results. Apple Watch SE by 186.15 eurosa very interesting smartwatch for its price. Kobo Clara Color by 149 eurosan eReader with a color screen. LG S60Q by 169 eurosa sound bar with wireless subwoofer. PlayStation 5 Slim If you don’t have one yet PlayStation 5 and you are looking for a good price, the Slim digital version is found in the MediaMarkt outlet for 382.49 euros. It is a new device that has never been opened and still has the original packaging. In addition, it includes a DualSense. PlayStation 5 Slim (digital) The price could vary. We earn commission from these links Google Pixel 9a He Google Pixel 9a It was one of the mobile phones that was found in stores at a very good price and now at the MediaMarkt outlet it was purchased 339.15 euros. It’s a exposure device that has been used previously; It may show superficial deterioration, but works perfectly. It incorporates a 6.3-inch screen and its photography section offers very good results. The price could vary. We earn commission from these links Apple Watch SE If we talk about smartwatches or smart watches, MediaMarkt has the Apple Watch SE second generation by 186.15 euros. In this case it is a display device that has been opened but not usedand that shows no signs of use or wear. The screen looks great in broad daylight and is very comfortable to wear. The price could vary. We earn commission from these links Kobo Clara Color If you are looking for a good eReader to devour electronic books, MediaMarkt has the Kobo Clara Color for a price of 149 euros. It is also a display device that has been opened but not usedand that shows no signs of use or wear. Incorporating a six-inch color screen, it offers excellent performance and water resistance with the IPX8 certification. The price could vary. We earn commission from these links LG S60Q And if what you want is to set up a home theater because the TV speakers fall short, the sound bar LG S60Q It is available for a price of 169 euros. Again we talk about a display device that has been opened but not used. It is in perfect condition and comes with a wireless subwoofer, together offering a power of 300W. Additionally, it is compatible with Dolby Atmos. The price could vary. We earn commission from these links Some of the links in this article are affiliated and may provide a benefit to Xataka. In case of non-availability, offers may vary. Images | MediaMarkt and Compradicción (header), PlayStation, Google, Apple, Rakuten Kobo, LG In Xataka | The best mobile phones (2025), we have tested them and here are their analyzes In Xataka | Best sound bars in quality price (2025). Which one to buy and seven recommended models from 159 euros

Luxury was the last industry where Europe, because it was Europe, had a competitive advantage in China. Until now

For decades, China was known as the country where the world’s luxury products were made, not where they were designed. The “Made in China” lived years associated with mass productionto the workshops that supplied Europe and to the supply chains that kept the pace of the sector alive. The great Western houses dependedand still depend— of its manufacturing capacity. But what almost no one saw coming is that that same country, which built the industrial muscle of global luxury, would begin to develop its own brands capable of not only imitating, but directly competing. A market that no longer responds to the previous rules. According to data published by Bloombergspending on Western brands within China has slowed down in a huge market—around $49 billion—while several local firms are growing with a strength that surprises the industry itself: Laopu Gold, artisanal aesthetic jewelry, has multiplied by ten its online sales in just two years, compared to the 57 million of Van Cleef & Arpels, one of the most recognized names in Western fine jewelry. Songmont, specialized in bags with clean lines and minimalist design, is close to 90% growth in e-commerce. In contrast, Gucci’s drop in the same channel exceeds 50%. Mao Geping—a local brand with a strong Chinese theatrical aesthetic— doubles income by Bobbi Brown on the platform. And all this happens while giants like LVMH or Kering are experiencing sharp declines in the stock market compared to their highs in 2023 and 2021 respectively. As Chosun Biz points outmany consumers who previously reserved their large purchases for foreign brands are now choosing local firms. A simple phrase, but one that reveals a profound cultural change. Luxury is no longer defined only by Europe. The transformation is not explained solely by the economic context, because otherwise the phenomenon would be limited. However, local brands are succeeding because they offer something that the young Chinese consumer recognizes as their own: an aesthetic and a cultural story that does not seek to appear Western. There are different examples, such as Songmont building its brand around “oriental beauty” and designing spaces inspired by calligraphy. To Summer creates fragrances with ingredients that are part of Chinese sensory memory—tea, osmanthus, preserved citrus—and presents them in Jingdezhen porcelainindisputable reference of the country’s ceramics. ICICLE bases its entire design on principles of harmony and simplicity rooted in local philosophy. This approach connects with a generation that no longer considers European logos as automatic symbols of taste. They look for beauty, yes, but a beauty that belongs to their culture. Luxury Society adds that local brands They have become experts in building coherent, deep brand universes full of cultural references that are natural, not forced. Meanwhile, foreign firms have been trying to adapt for years, often with superficial interpretations of Chinese symbolism. The rise of national pride. EITHER guochao, born as a movement roots that vindicate the aesthetics and identity of the Asian giant. A term that has become a purchasing criterion for many young people. It is not about rejecting what is Western, but about valuing what arises in the country’s own companies. Western houses try to adapt. The big foreign brands have begun to react. Digitalizing document a change in the way in which Louis Vuitton, Prada or Loewe relate to Chinese culture: they no longer only launch thematic collections on Lunar New Year, but they open stores that interpret local architectural languages, collaborate with artisans of intangible cultural heritage, produce content about Chinese cities and organize parades in enclaves that dialogue with the country’s history. The reality is that they have to respond to an increasingly demanding market and a consumer who has reduced his enthusiasm for luxury in the midst of an uncertain economic climate, marked by youth unemployment and the fall of confidence. The point is that, although Western localization is increasingly sophisticated, Chinese brands have an advantage because they start from a native understanding of their own aesthetic. They are not imitating the global language of luxury: they are proposing a new one. From followers to creators. The ecosystem is reminiscent of the process that Japan experienced decades ago. As some analyzes showfirst came the fascination with European luxury, then an economic crisis, and finally the rise of local brands that redefined modern Japanese aesthetics. China is going through a similar cycle, but with a level of global ambition that Japan did not have from the beginning. Furthermore, the picture is complicated by another key movement: according to Luxury SocietyChinese luxury spending has not disappeared, but has shifted abroad following the post-pandemic reopening. Japan is now one of the favorite destinations, where up to 80% of customers in some luxury stores are Chinese, it also happens in Singapore and Thailand. This makes the sales decline within China seem more serious than it is. Even so, at home, the preference for local brands is a cultural phenomenon, not a situational one. Can Chinese luxury consolidate itself as a global competitor? The potential is there, but the challenges are great. According to figures cited by Bloombergno Chinese brand in the sector has yet exceeded 0.5% global share or 10 billion yuan in annual revenue. The growth of recent years starts from small bases and there is still no truly global Chinese brand. The economy doesn’t help either. Consumer confidence is fragile and an important part of the local boom depends on a cultural pride that could fluctuate if the domestic situation worsens. The brands themselves recognize, in interviews collected by the same medium, that they need international talent and expansion outside of China to consolidate themselves. However, their advantage is powerful: they dominate the supply chain, manufacturing and, now, increasingly, aesthetics. The case of Shajuanstudied by researchers at Fudan University, shows how vertically integrated brands can control design, production and narrative more effectively than many international firms. A new global aesthetic emerges from China. The Asian giant is no longer just a key market for Western luxury; It is a creator of trends, … Read more

The only advantage Apple could have in AI was its private cloud. It has been copied by the person we least expected

Google has presented Private AI Compute, its cloud infrastructure specially designed so that our conversations remain totally private and cannot be accessed by anyone else. Not even Google. Why is it important. The deployment that Google has announced will allow users of models like Gemini to use them without fear that their sensitive data – finances, health, private conversations – could end up being rescued and accessed by third parties. Idea copied from Apple. This type of infrastructure is an adaptation of the platform that Apple presented more than a year agoPrivate Cloud Compute, and that precisely focused on protecting those conversations by using the company’s future AI models. There are some differences, and for example Apple makes use of a concept of “verifiable transparency” that allows external researchers to audit security and privacy at any time cryptographically. At Google they use third-party verification, which is somewhat more limited as it is not open to the public to verify the running software. Tranquility as a sales argument. AI models are becoming more useful and also more personal and proactive, and that means that we also end up using them with data that may be more personal and sensitive to help us with a very specific question. Beyond ZDR. The problem is that when using the models everything we ask and they answer you can see —and even deduce—. There are ZDR (Zero Data Retention) modes in enterprise accounts from some AI providers, but having a cloud that “privatizes” those conversations is especially promising when it comes to being able to talk about everything with AI without restrictions. no fear of that data coming out of there. How this “privatization cloud” works. Those responsible for Google they explain that Private AI Compute is a “secure, fortified space for processing your data that keeps your data isolated and private to you.” The system uses several layers involving its TPUs and its Titanium Intelligence Enclaves (TIE) security chips. Our devices connect to that secure cloud environment through encryption and a cryptographic security mechanism called “remote attestation” that verifies the identity and integrity of that hardware environment to which we connect. Google also offers a detailed technical report on the operation of this infrastructure. Similar to running local models. The result is theoretically that for the user everything runs “locally” in terms of privacy. Features such as translation or audio summaries that Google offers in its services run directly on our devices: there is no data that travels to the cloud. The best of both worlds. The problem is that local AI models have limited performance, and Private AI Compute will allow you to have the best of both worlds: the power of the best AI models—which run in gigantic data centers—and the privacy guarantee of Google’s Private AI Compute. A surprising twist. This type of infrastructure means that these conversations are completely protected and that not even Google can access them. It’s a surprising turn of events, especially since for the last 25 years Google has made a living by collecting our data to apply it to its advertising model. This type of option goes in just the opposite direction, and it only remains to be seen how it will market such capability. Strategic approach. Curiously, this announcement comes days after we learned that the new version of Siri with AI It will be powered—at least, initially—by Gemini, Google’s AI model. Both companies have had a multimillion-dollar agreement for years to make Google the default search engine in Safari on iPhones and Macs, and now that alliance is apparently reinforced with the use of Google’s AI model to power the future version of Siri. In Xataka | The key to making the iPhone competitive in AI was right next door: imitating what Android had already done

Five offers to take advantage of the pre-Black Friday offers from MediaMarkt and El Corte Inglés, today, November 15

We are approaching the date that will begin Black Friday and stores have begun to display a huge assortment of offers on all types of devices. For this reason, in this article we are going to review five of the best offers that we can find both in MediaMarkt and in El Corte Inglés. Google Pixel 10 by 699 eurosa gem for the current generation of Google mobile phones. Echo Pop Pack by 57 eurosAmazon’s Alexa speaker that includes a smart light bulb. Pocketbook InkPad Color 3 by 289.90 eurosan eReader with an almost 8-inch color screen for reading comics. Google Pixel 9a by 399 eurosan affordable mobile phone that is ideal for those looking for a good photography section. Samsung TQ75Q6FAAUXXC by 699 eurosa 75-inch TV with QLED technology. Google Pixel 10 There have been many offers that the Google Pixel 10 since its launch and currently we are facing one of the best. By 699 euroswe are talking about a mobile phone that repeats itself with an excellent multimedia section and with cameras that follow at a high levelnot to mention that we also finally have telephoto. Software remains one of its key points and will be updated for many years. The price could vary. We earn commission from these links Echo Pop Pack Amazon has not yet put its devices on sale, but other stores have. MediaMarkt has launched an offer in the Echo Pop that comes in a pack along with a WiZ smart bulb. By 57 eurosit is an excellent combo to use the speaker, turning on the light bulb or programming schedules. The Echo Pop incorporates Alexa and can be used as a Bluetooth speaker with other devices. The price could vary. We earn commission from these links Pocketbook InkPad Color 3 If you are waiting for Black Friday to buy an eReader, this offer may interest you. El Corte Inglés has the PocketBook InkPad Color 3 by 289.90 euros and it is an excellent reader to read everything, whether novels or comics, magazines and manga. It incorporates a 7.8-inch anti-glare color screen, comes with 32 GB of internal storage, is water resistant, has autonomy of up to a month and is compatible with many formats. PocketBook InkPad Color 3 The price could vary. We earn commission from these links Google Pixel 9a Does the Google Pixel 10 seem expensive to you? Well, the brand’s mid-range has also dropped in price. He Google Pixel 9a right now it is found 399 euros and it is an excellent choice if what we are looking for is a good design, a good camera setup with, of course, the GCam, the brand’s software and many years of operating system updates. The price could vary. We earn commission from these links Samsung TQ75Q6FAAUXXC This year we are seeing very surprising prices on televisions and things seem to have no end. Now, MediaMarkt has on offer the Samsung TQ75Q6FAAUXXC (Q6F) by 699 eurosa good price considering that it incorporates a screen 75 inch QLED. In addition, it is compatible with Alexa and Google Assistant, comes with Filmmaker mode and is compatible with HDR10+. Samsung TQ75Q6FAAUXXC (QLED, 75 inches) The price could vary. We earn commission from these links Some of the links in this article are affiliated and may provide a benefit to Xataka. In case of non-availability, offers may vary. Images | MediaMarkt, El Corte Inglés and Compradicción (header), Google, Amazon, WiZ, PocketBook, Samsung In Xataka | The best mobile phones (2025), we have tested them and here are their analyzes In Xataka | Best televisions in quality price. Which one to buy and seven recommended 4K smart TVs

Those who boast of using AI have an advantage over those who do not

In the workplace, today more than ever, using artificial intelligence can make a big difference. What was once a secret or a taboo among employees Now it is a clear advantage and some workers even take advantage of it to stand out. The change in mentality in recent years that has made those who use AI in their work processes “come out of the closet.” Now knowing how to use AI makes your bosses see you as a qualified employee that they want to keep. The change in perception. Until recently, admitting that AI was used at work was almost a synonym of cheatersomething that generated distrust among colleagues and bosses and, therefore, had to be hidden. However, as as detailed The Wall Street Journalnow the situation has been reversed. These AI users have become references, and influencers of AI for the rest of their colleagues, which earns them the respect of their superiors. According to the ‘2024 Labor Trends Index Annual Report‘ Elaborated by Microsoft, 79% of business leaders agree that AI adoption is essential to remain competitive, while 66% acknowledge that they would not hire someone without AI skills. On the other hand, 71% would prefer to hire a candidate with AI skills even if they have less experience in the position. It is no longer a taboo, it is a “must have“. Jensen Huang, CEO of NVIDIA, summarizes well this reality: “AI will not take your job, someone who knows how to use it will.” Although in practice it seems that, at least in certain sectors, yes he is doing it. As and how they assure more and more managers at major technology companies developing AI models, employees who have integrated AI into their daily workflow are already They don’t need to be programming experts. nor engineers. They have simply learned to use it themselves through trial and error to get just the result they need. “It takes practice to know how to write instructions. AI can do anything you want it to do, but it only knows as much as you tell it,” he told The Wall Street Journal Kevin Wei, software product manager and AI popularizer since your YouTube channel LiftoffPM. AI’s gifted students. More advanced AI users don’t just use these tools occasionally. The Microsoft studio revealed that 75% of so-called “white collar” employees use some type of AI in their daily tasks, and 90% say that this technology helps them save time. However, for these results to be really useful and not become a black hole junk contentit is necessary to have experienced much more than the rest with different uses of AI and seeks to constantly improve its methods so that AI becomes a central part of your workflow. “You have to train the AI ​​and create a context for it to really reach the desired level. Once you dedicate the necessary time to it, the feeling is incredibly magical,” he confirmed to the WSJ Michael Rueckert, a Claude power user who uses it in his work as a marketing and SEO optimization manager. If you don’t use AI there is no job. It is increasingly common for job offers to require fluency in the use of AI toolsin the same way that a few years ago it was required to have knowledge of office automation. The impact of mastering AI does not go unnoticed. According to data collected by the study ‘Global Workforce Hopes and Fears Survey 2025‘ prepared by the consulting firm PWC, employees with AI skills tend to receive better salaries, with an average 56% higher than their colleagues, which reflects greater professional valuation. In fact, large technology companies, which have been the first to implement AI there where they couldhave started a kind of template renewalfiring those employees who do not master AI tools by others who do. Your partner becomes your teacher. The gap between those who use AI and those who do not can also be reduced through training within the companies themselves. However, unlike other areas of knowledge, for the training of employees in AI, companies are betting on promoting collaboration between employees so that they learn from each other, as how he published Bloomberg. Collaborative learning experiences between employees, such as the one explained Tim Foley, head of AI adoption at Internacional Motors, demonstrates that these learning strategies in the use of AI are more accessible to more workers, enhancing not only individual but also collective performance. That is, employees always have a trusted teacher sitting at the next table. In Xataka | “The winners of the AI ​​race will be the electricians or plumbers”: Jensen Huang is clear about where we are headed Image | Unsplash (Vitaly Gariev)

Switzerland shows how to take advantage of it in the middle of winter

In the Swiss Alps, where the silence of winter often means months of ice and gray skies, a group of engineers is looking at how snowflakes can be transformed into energy. What was once an obstacle—the accumulation of snow on the solar panels—now becomes an opportunity. Their goal is as simple as it is ambitious: discover how winter can produce solar electricity. A solar laboratory. In these cold, bright valleys, the Federal Polytechnic School of Lausanne (EPFL) and the WSL Institute for Snow and Avalanche Research have developed a computational model to study how snow patterns affect the performance of photovoltaic systems in alpine environments. This is the first detailed model that simulates the interaction between snow and vertical solar structures in high mountains. The study, published in the magazine Cold Regions Science and Technologyfocuses on Helioplant, a vertical solar structure patented by Austrian company Ehoch2. Its design – a kind of cross with four solar wings – allows snow to be removed passively, without covering the panels and maintaining its efficiency in extreme conditions. Snow as part of the solution. The question is inevitable: how? The Lausanne team has discovered that snow not only blocks light: it also returns it. Its white surface acts as a natural mirror that reflects the Sun’s rays towards the panels, a phenomenon known as albedo effect. The challenge is finding the right spot. If snow accumulates too much, it blocks light and can damage structures. That is why researchers are seeking to redesign the way the panels are installed, to take advantage of the reflection without being buried under the ice. Seeking to understand snow. To understand it, scientists did not limit themselves to observing it: they decided to model it based on what we were already discussing. To do this, they used Snowbedfoam, a computational fluid dynamics (CFD) tool based on OpenFOAM, capable of simulating the transport and deposition of snow around solar structures. According to the studyis an Eulerian-Lagrangian solver that allows us to accurately represent how flakes move and accumulate in real environments. In hundreds of simulations, the team adjusted parameters such as the angle of inclination, the height of the panel above the ground, the spacing between units or its alignment with the wind. The results were revealing: the most efficient panels rise at least 0.6 meters above the ground, enough to prevent accumulated snow from blocking the release of new flakes. Hence the orientation as well. Panels aligned with the prevailing air currents stay clean as they carry away snow and prevent it from accumulating. But if they are rotated about 45°, protected areas are created where the flakes remain. As some French scientists have already confirmedair currents can be as useful a resource as sunlight itself. When the cold inspires energy. In other places they are also learning to listen to winter. In Norway, solar panels They rise vertically to look straight at the snow. In the Arctic city of Tromsø, 1,600 units cover more than 2,600 square meters, capturing both direct sunlight and that bouncing off the white ground. On the other side of the Atlantic, researchers from the University of Michigan test transparent coatings that prevent snow from adhering to the panels, even at –35 °C. Different solutions for the same learning: that the snow is not an obstacle, but part of the system. When winter also shines. Solar energy, a symbol of summer and the desert, is reinvented among glaciers and snow-capped peaks. What previously shut down production now multiplies it. What once blocked light now reflects it. The objective of these tests is not only to generate electricity, but to “create more efficient and snow-resistant photovoltaic systems.” In the words of the Lausanne researchersthe future of solar energy could lie in learning from snow, not fearing it. In the Alps, each flake is no longer an obstacle: it is a potential particle of energy. And in that silent gesture of snow reflecting light, Switzerland is testing the future of solar energy. Image | Pexels Xataka | Spanish scientists have created a material that swallows 99.5% of light. And it is great news for renewables

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