Meanwhile there are Spanish airports that will not see any of your planes

Everything indicates that this year there will be a price increase in Ryanair tickets. The company has raised its rate increase forecast to 9% for its current fiscal year, which ends in March. All this while maintaining the strategy of reducing its operations in Spanish regional airports after the fight against Aena for airport taxes. What you have announced. Ryanair CEO Michael O’Leary has confirmed in presentation of quarterly results that banknotes will rise between 8% and 9%, exceeding the 7% that had been predicted in November. According to O’Leary, this is due to the “strength of demand” and the shortage of supply in the European market, as share the Expansion medium. The company estimates it will carry 208 million passengers this year, one million more than initially anticipated. Why are prices rising?. According to account Ryanair’s strategy is linked to Europe’s limited capacity in terms of the lack of available aircraft. In addition, the airline’s reservations have reached record levels after Christmas, all the more incentive for the company to end up raising its fares, offsetting the 7% drop last year. The situation in Spain. Ryanair maintains its pulse with Spanish regional airports, which it accuses of applying high rates that make them “non-competitive.” Last October, the company already announced its third consecutive cuts in small airports in the country, eliminating 1.2 million seats. In its strategy, Asturias will be one of the most damaged airportssince Ryanair will completely cease its operations there. Redistribution. “We have allocated Ryanair’s scarce capacity to regions and airports that cut airport charges and encourage traffic, such as Albania, Italy, Morocco, Slovakia and Sweden, withdrawing flights and routes in high-cost and non-competitive markets such as Austria, Belgium, Germany and regional Spain. The trend will continue in summer 2026,” counted O’Leary. Leader in Spain. Despite the confrontation with Aena and the cuts in small airports, Ryanair was the leader in Spain during 2025 and even expanded the advantage it already had over the rest of the competitors. There is an explanation for this: while regional airports’ operations are declining, in the rest of the large cities they have grown. From Aena hold that, beyond the argument of fees, what Ryanair does is move its planes where it is most lucrative. Company numbers. Ryanair presented quarterly results marked by an 83% drop in profit until December, weighed down by a fine of 256 million euros imposed by the Italian regulatory body. However, in the three quarters as a whole, net profits increased by 29% to reach 2,392 million euros. For the full fiscal year, the airline forecasts a net profit of between 2,130 and 2,230 million euros, which would represent an increase of 35%. What’s coming now. Ryanair expects to receive the last four aircraft of an order for 210 Boeing in February, several weeks ahead of schedule. Looking ahead to 2027, the first 15 units of a new order for 300 Boeing 737 MAX 10 aircraft will arrive, more efficient and with 21% more capacity, which will allow the company to reach 216 million passengers next year. Its long-term goal is to reach 300 million travelers by 2034. In Xataka | In the middle of the ocean, 250 passengers on a plane learned that one of them was a stowaway. One shaped like a rat

China studied the secret of falcons to hunt their prey. Now your drones only need 5 seconds against their targets

Throughout history, armies have always observed nature to learn to hunt, defend themselves and coordinate better, from way to attack in group to the selection of the weakest enemy. Today, that old military tradition makes sense again in a radically different context, one marked by algorithmsautonomous machines and a new technological race that is reminiscent of other great military leaps of the past. AI as the axis of combat. In this scenario it appears China, which is systematically promoting the use of artificial intelligence in the military sphere, especially in swarms of drones and autonomous systems capable of operating with little or almost no no human intervention. counted the wall street journal this week that they are in possession of patents, academic papers and procurement documents showing that the People’s Liberation Army sees future warfare as an environment dominated by algorithms, where swarms replace individual platforms and the mass of cheap systems can overwhelm defenses, attack targets and resist electronic warfare. The Ukrainian experience reinforces this vision by demonstrating that drones are already decisive and that autonomy becomes increasingly valuable when human control degrades. Learn about animals. To solve how to coordinate swarms in real time, Chinese researchers are modeling algorithms inspired in animal behavior. For example, in an experiment developed at Beihang University, defensive drones trained as “hawks” They learned to identify and destroy the most vulnerable targets, while attacking drones imitated “pigeons” to avoid threats. In a five-on-five simulation, the defenders They eliminated all the attackers in just 5.3 seconds. Beyond the success of the results, the interest was in the method: adapt hunting, escape and animal cooperation rules to realistic combat scenarios, where drones fly, maneuver and make decisions under pressure. Mass production. The Chinese bet combines these algorithmic advances with a clear industrial advantage: factories capable of producing hundreds of thousands or millions of cheap drones per year. This allows us to think of swarms as a main weapon and not as a complement, something much more difficult for, for example, the United States, which produce fewer drones and at a much higher cost. Systems such as mobile launchers of dozens of drones, mother models capable of releasing swarms in flight or even “robot wolves” Armed forces show a doctrine oriented towards coordinated quantity, not individual technological excellence. Centralized control. The appeal of autonomy also reflects a structural distrust in the capabilities of Chinese middle managers, a recognized problem for years by the political and military leadership itself. The swarms controlled by algorithms They fit better with a centralized command culture, where decisions are designed from the top and executed without improvisation. For Beijing, AI offers a way to compensate for the lack of real combat experience and reduce reliance on human commanders in chaotic situations. One soldier, 200 drones. Added to this line of development is the massive deployment capacity that the People’s Liberation Army has begun to publicly display, with tests in which a single operator is capable of supervising swarms of more than 200 drones released in a very short time. In images and data released According to Chinese state television, the drones, trained through simulations and real flights, are capable of flying in precise formations, dividing reconnaissance, distraction and attack tasks, and changing functions on the fly thanks to autonomous algorithms that allow them “negotiate” among themselves without constant human orders. The implicit message is clear: China is not only investigating how to make swarms more intelligent, but how to put them in the air on a large scale with very few personnel, a force multiplier that reinforces its commitment to coordinated quantity as a central feature of its future doctrine. In the background, Taiwan. Of course, the approach is not without risks: Systems can fail under real conditions, be neutralized by countermeasures or, at the opposite extreme, make lethal decisions that are difficult to explain or control. Even so, the WSJ reported that the documents and analysis suggest that one of the most likely scenarios for the use of those chinese swarms It would be a conflict around Taiwan, where they could be used to saturate air defenses, locate targets and facilitate subsequent attacks. The result is a dangerous race, in which China seems to advance rapidly despite the uncertainties, bringing closer a type of war that until recently seemed pure science fiction. Image | USFWS Mountain-Prairie日本防衛省・統合幕僚監部 In Xataka | China’s new futuristic drone is already flying alongside the J-20 fighters. And Beijing has shown it without saying a word In Xataka | China has just crossed the same red line as Russia: for the first time, a military drone has invaded Taiwan’s airspace

discounts of almost up to 30%

We have already started the last week of the first of the year. January is the quintessential month of sales and this allows us to renew some of our technological devices with very good discounts. Below, we present the best technology deals on Amazon that we found today, January 27th. Smart TV Hisense 65E63QT by 374 euros: 65 inches and with VIDAA operating system. smartphone Google Pixel 10 Pro by 749 euros: 6.3 inches and 128 GB. Tablet iPad (2025) 11 inches by 356 euros: 11 inches and with True Tone. surveillance camera Ring Spotlight Cam Pro Battery by 149.99 euros: with color night vision and siren. Wireless headphones Baseus MC1 Pro Open Ear by 56.99 euros: very light and with Hi-Res sound. Hisense 65E63QT Smart TV If you want a good, pretty and cheap TV, this Amazon offer will surely interest you. Now, you can get this Hisense 65E63QT television for only 374 euros. It stands out, above all, for being a large model and with excellent features. This smart tv mounts a VA panel 65 inches with 4K resolution and is compatible with Dolby Vision and HDR10. Its speakers (with a power of 14W) feature compatibility with Dolby MS12 and DTS-X. Works under the operating system VIDAA and it is compatible with Alexa. In addition, it has a wide connectivity section. Hisense 65E63QT (65 inches) The price could vary. We earn commission from these links Google Pixel 10 Pro Smartphone He Google Pixel 10 Pro It is one of those phones that have already become an emblem within the high range. Now, you can get it at its best price to date on Amazon: 749 euros. This means achieving it with a 29% discount. This Google mobile has a 6.3-inch OLED screen. Your processor is Google Tensor G5accompanied by 16 GB of RAM and 128 GB internal storage. Its battery supports fast charging at 30 W and also stands out for having a good photographic systemwith a 50 MP main lens with telephoto. Google Pixel 10 Pro (128GB) The price could vary. We earn commission from these links iPad Tablet (2025) 11 inches If you have been thinking about buying a tablet and a iPad It is the model that you have in your head, this iPad (2025) It is now discounted on Amazon. It is difficult to find discounts on Apple devices, but now you can get this model for 356 euros. This iPad (2025) It has an 11-inch Liquid Retina display with True Tone. Its brain is the A16 chip and, this model on offer brings 128 GB internal storage. It has WiFi 6 connectivity and is compatible with the Apple Pencil and the Magic Keyboard Folio. Apple iPad 11-Inch: A16 Chip, 11-Inch Model The price could vary. We earn commission from these links Ring Spotlight Cam Pro Battery Surveillance Camera Within home security devices, Ring is one of those brands that have managed to gain great popularity. Now, on Amazon, you have a discount (with a 25% discount) this Ring Spotlight Cam Pro Battery surveillance camera). Its price is 149.99 euros now. This surveillance camera The Ring brand is available in black and white. It offers images in 2K resolution and a viewing angle of 140º with color night vision. It has adjustable lights and motion detection. In addition, it incorporates a security siren. Finally, note that it works with a rechargeable battery. Ring Pro camera with lights and battery (Spotlight Cam Pro Battery) The price could vary. We earn commission from these links Baseus MC1 Pro Open Ear Wireless Headphones The clip-on headphones They are becoming more and more popular and they are very comfortable and attract attention at first glance. On Amazon, you can now get these discounted Baseus MC1 Pro Open Ear, for 56.99 euros. These wireless headphones from the Baseus brand only weigh five grams and offer a secure fit. They offer Hi-Res sound and have even been recommended by Grammy winners. They have IP67 certification and their battery offers a range of up to nine hours, which can be extended up to 40 hours with the charging case. Baseus MC1 Pro Open Ear – Clip-on headphones with impressive sound 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 | Freepik, Apple, Google, Hisense, Ring and Baseus In Xataka | The best mobile phones, we have tested them and here are their analyzes In Xataka | Best sound bars in quality price. Which one to buy and seven recommended models from 99 euros

For centuries Germany has boasted the oldest abbey beer in the world. The alcohol crisis has forced it to be sold

Germany is the birthplace of Oktoberfest, the lagerthe saint Hildegard of Bingen and hundreds and hundreds of artisanal wineries dedicated to beer. The refreshing amber liquid is not at its best there, however. As the young lose interest for the drink and consumption falls per national beer capita, Germany finds itself with news like the one that has shaken the sector at the beginning of 2026: the oldest monastic brewery in the world, a 976-year-old icon, just sold suffocated by the economic context. It seems like a simple sale, but it says a lot about the industry. What has happened? That Germany is preparing for one of those business transactions that, due to their enormous symbolic value, transcend the pages of the salmon press to tell us about the cultural and social changes of a country. The Bavarian brewer Schneider Weisse has just reached an agreement to acquire the Bischofshof and Weltenburger brands, linked to Bischofshof GmbH & Co. Said like this, it could seem like a simple commercial procedure, material for the German BORME, but the agreement implies that Schneider Weisse takes charge of the brewery of the Weltenburg Abbey and that is something out of the ordinary. The reason? The brewing history of the monastery dates back to 1050, which is why it is considered the abbey brewery. oldestalthough if we talk about beer in general there is another previous one in Weihenstephan (Freising), brewed since 1040. What have they agreed? The truth is that not too many details have emerged. For example, the companies have not wanted to disclose how much the operation will cost. What yes have slipped is that the agreement will become effective in January 2027 and that Scheneider Weisse will continue to operate the Weltenburg Abbey Brewery. Not only that. He will also take over the logistics part of the Bischofshof, which includes 21 employees. Part of the business, located in Regensburg, will close at the end of this year and the idea is that in the medium term the production of the different brands will be concentrated in the headquarters that Schneider Weisse already has in Kelheim and the Weltenburg Abbey. Are they important companies? At least they are companies with a reputation. Although Weltenburg Abbey beer stands out on the world stage for its long history, which can date back to 1050, in reality the three names involved in the agreement have a long tradition. The Bischofshof brewery was founded mid 17th century in Regensburg and has been in charge of the production of Weltenburg since 1973. As for the house Schneider Weissebased in Kelheim, was also launched more than a century and a half ago, in 1872. “Our goal is to create a portfolio of traditional brands. We combine our brewing tradition of more than 150 years with the almost 380 years of history of the Bischofshof brand and the brewing tradition of the oldest monastic brewery in the world, dating back to 1050,” celebrates Georg SchneiderCEO of Schneider Weisse. “This creates a range of beers steeped in history and tradition, a unique offering from a single global supplier.” Why is it important? Weltenburg is relevant enough for any operation that affects him to generate interest, but if this operation has raised expectations (even beyond Germany) is because of its context. The companies acknowledge that the maneuver attempts to adapt to “the continued weakness” of the German beer market. “The reality is that, on our own and despite all our efforts and the measures adopted in recent months, it was no longer economically viable to continue operating the brands,” recognizes Till Hedrichthe general director of the firm Bischofshof and Weltenburger. “The evolution of the market has marked us too much.” Hedrich has also defended that the operation with Schneider, a firm based in Kelheim (Bavaria) is the most advantageous for the secular Abadian winery. “The looming threat of a total closure or dismantling by an investor with no connection to the region or its history can be avoided with the ‘Bavarian solution’ being implemented with Schneider Weisse.” Has the market changed that much? It seems so. From the collective itself is spoken of a “drastic drop in sales” of German breweries in the country. The BR24 program remember that in the last ten years alone, the German beer industry has lost almost 14 million hectoliters, almost 14% of its sales. And although the complete picture is somewhat more complex (the latest data from the Bavarian sector they are not bad), the overall trend is far from ideal for the industry in its own home. If at the beginning of the 80s the per capita consumption In the country it was around 145.9 liters of beer, right now it is below 90. Is there more data? Yes. Two years ago the Berlin journalist Nicholas Potter I slipped an interesting one in Guardian. “The decline can be seen at the Oktoberfest itself. In 2019, 6.3 million visitors drank 7.3 million liters. Last year attendance was about 7.2 million people, a record number, but they consumed only 6.5 million liters.” As a backdrop, the fall in consumption, the increase of the production of non-alcoholic beer and the loss of interest of members of generation Z for beer or wine. In April the Deursche Welle channel contributed another brushstroke that completes the picture. It is not only that the consumption of German beer has fallen in the country itself, it is that sales abroad have not evolved as the industry would like. According to Destatis data, 1,450 million liters of German beer were exported in 2024, significantly below the 1,540 in 2014. Images | Bernt Rostad (Flickr) 1 and 2 and Frank Mago (Flickr) In Xataka | If the alcohol sector thought it had a problem with Gen Z, it is because it did not see its stock: 22,000 million in bottles that no one wants

Ford has auctioned the most exclusive prototype of the 2017 Ford GT. So exclusive that no one will be able to drive it

Ford has just auctioned a car so special and unique that, in fact, it was not made for customers, but for the engineers who were working on the development of the Second generation Ford GT to celebrate the 50th anniversary of Ford’s triplet at Le Mans in 1966. So much so that the car was auctioned with a naked, unpainted body. However, it is such an exclusive supercar that Ford has made sure to keep it away from prying eyes, so although its engine runs perfectly, no one can show it off in public. Above all, its owner. First prototype, second legend The Ford GT Mk II, which has just been auctioned on the Barrett-Jackson portal, was designed at the end of 2015 as mechanical test mule for the new engine that would be mounted in the second generation of the Ford GT that was presented in 2017. Engineers used this car in the early testing phases of the project to collect real-world data on the dynamic behavior of the design, its aerodynamic stability and the response of the suspension under extreme conditions. So it was the intermediate step between the designs on paper and the model that would finally hit the market two years later. Being an early design means the car still retains the essence of original designsbefore aerodynamics or technical requirements forced certain profiles of its bodywork to be polished. However, its usefulness as a test mule meant that technical usefulness was prioritized over aesthetics. It was a laboratory tool on wheels, not a rolling showcase, and this was taken to the extreme that the engineers did not even consider painting the carbon fiber body, sensing that sooner rather than later it would need touch-ups. Only five prototypes were built, so this unit spent years stored in the collection. Ford Heritage Fleetan internal collection with which the brand protects its most valuable prototypes and vehicles with historical pedigree, until the time came to bring it to light. Its recent sale makes it a unique case: it goes from being a corporate secret to becoming a private trophy. Driving in public is prohibited However, the brand had a hidden ace up its sleeve. The purchase of this unique supercar was linked to a very restrictive clause: the explicit and absolute prohibition of registering it, insuring it as a vehicle or driving it on any public road. That is, its owner will never be able to wear it in public, except to use it on a private circuit. In this way, the first prototype of the 2017 Ford GT becomes a sculpture with an engine that can only be admired in the buyer collection who has paid $467,500 for that unique specimen due to its technical and historical pedigree. Be the first Ford GT prototype to break the garage confidentiality Ford classifies it as an exclusive collector’s piece, especially for those who already have a street GT in their collection. Under that rough and rough untreated carbon fiber body there is still the 3.5 EcoBoost V6 biturbo engine that it shares with the final GT, a brutal engine with a double turbocharger that delivers its power through a seven-speed dual-clutch automatic transmission, optimized for pure rear-wheel drive. When you open its doors upwards, you are greeted by an interior as austere and practical as its exterior, designed to give your all on the track, but without the fine Alcantara finishes that you expect to find in a car for which you have paid almost $500,000. It features a single fixed bucket seat molded in carbon fiber for the test driver, position-adjustable pedals to adapt to different drivers, and a flattened Formula 1-style steering wheel with integrated buttons. No sign of the passenger seat, which underlines its single-seater work role, whose objective was to push it to the limit the performance of your engine and its bodywork. An untamed beast…that no one can legally drive on a road. In Xataka | In 1982 someone became unhealthy obsessed with a Mercedes-Benz 500 SL: in 43 years he has not driven it even a single kilometer. Image | Barret&Jackson

emergency patches to fix problems from other patches

The users of Windows 11 They possibly started 2026 with a simple expectation: that the first update of the year would be just another procedure, one of those that is installed and forgotten. But things have not been so simple: Microsoft has had to publish “out of band” patches to correct problems detected after that initial update. What’s interesting about this episode is not just the error itself, but what it reflects on the actual experience of updating. The origin of the problem. It all started with the January 2026 security update for Windows 11. After incidents were detected on some computers, the company published an emergency update over the weekend to correct bugs related to system shutdown. Just a few days later, and exactly a week later, lbequeathed a second correction outside the usual cycle to address a new front: crashes and crashes in apps linked to synchronization and cloud storage. The problems when turning off some computers occurred with Windows 11 23H2, specifically in the Enterprise versionwhich points to a more limited scope. The second emergency update focused on different bugs and affected machines with Windows 11 24H2 and 25H2, where crashes and stability problems had been detected in apps related to OneDrive or Dropbo. Additionally, in an alert to administrators, Microsoft said it was investigating reports of boot failures in 24H2 and 25H2 after installing the January update, without closing the diagnostic yet. A difficult issue to ignore. There is a structural reality behind the Microsoft operating system that can help understand why these types of problems would appear frequently. Windows does not operate in a controlled ecosystem, but rather as a universal operating system that must work on millions of hardware combinations. This is what many call “the problem of fragmentation of the PC ecosystem”, which includes everything from basic laptops to high-end equipment, from recent computers to others that are more than ten years old. Risk of eroding trust. Software failures are inevitable, even more so in a system like Windows, forced to operate on millions of different hardware configurations. The problem comes when these setbacks are repeated too frequently, because then what suffers is not only the specific experience, but the user’s confidence. And that’s a tough blow to take right now, when Microsoft needs Windows 11 to be perceived as the logical replacement after the end of support of Windows 10and not as a transition full of doubts that pushes some to look towards other platforms. Images | Andrey K | Rui Silvestre In Xataka | Schrödinger’s Office: at this point it is impossible to know if Microsoft keeps it alive or if everything is AI and Copilot

less than fixing the gasoline engine

What if your car’s engine breaks after 10 years? What are you doing with the car? With how expensive it has to be to change an entire engine… do you throw the car into the scrapyard? And if you don’t, do you invest thousands of euros in it? It is very likely that when you have told a friend, a cousin or a co-worker that you are thinking of buying a gasoline car, they have never asked you these questions. What if it were electric? Would they ask you what happens if your battery breaks when the car is 10 years old? In that case, the questions are not so strange anymore. Now, the answer will be less uncomfortable if you are one of the latter, one of those who are thinking about jumping into the electric car. At least not so much if you compare it with a combustion car. As expensive… as a combustion one How much does a serious gearbox breakdown cost? How much does a serious breakdown caused by the timing belt cost? How much does a serious engine cylinder head breakdown cost? These questions, and many others, are answered by RACE. Whether due to the amount of time that has to be invested, either because the replaced parts are expensive or due to a combination of both, the three aforementioned breakdowns can easily cost over 5,000 euros. An electric car, most commonly, does not have a gearbox. It will also not have a timing belt or an engine with cylinder heads, connecting rods or injectors. In fact, its maintenance is so simple that there are those who were wondering If electric cars have oil and if it is necessary to change it. However, there is a large public that continues to worry about the health of the battery and how much the bill may increase in the event of a forced change. This question was already answered by Recurrent study supported by Goldman Sachs. In it it was stated that in 2030 Changing an electric car battery will be as expensive as facing a serious breakdown of a combustion engine. According to his calculations, collected by Hybrids and ElectricsIn less than five years, changing batteries will cost between 3,200 and 4,800 euros for larger batteries. For lower battery cars, the forecast is for it to be below 3,000 euros. The bulk of the calculation to make these estimates is based on the price of its minerals and their impact on battery cells and packs. According to the data of Bloomberg NEFthe total cost of the battery in 2025 stood at $108/kWh. That is, a car battery with an 80 kWh accumulator (for which a highway range of between 350 and 450 kilometers is usually expected) would cost $8,640 right now, just over 7,200 euros. The number, however, has plummeted in a decade. In 2015 they calculated that the cost was $475/kWh and in 2013 it was $827/kWh. The evolution is promising. That Recurrent report already anticipated a price of $65/kWh cost for a complete battery replacement in 2030. That is, a car with the aforementioned 80 kWh battery would cost about $5,200 (about 4,380 euros). The study mentions the chemistry used (NMC are predictably more expensive than LFP) but it does not indicate whether there would be any additional cost between the cars that use CTC or CTB batteries. The first are batteries that are installed on the chassis of the vehicle but in the second the chassis itself is used as the vehicle’s casing and the cells are attached to it. In this way, energy density is increased and, therefore, there is a greater amount of electrical energy available in the same space. What is certain is that the price of changing batteries should fall over the years. The economy of scale itself will lower what remains the main cost of an electric vehicle. To this we must add that firms like Toyota They are already offering guarantees of ten years or one million kilometers if maintenance is carried out in their official workshops. To the above we must also add that some studies suggest thatOnly 2.5% of electric cars replace the battery due to breakdowns. Of course, it must be taken into account that the figure may have been distorted by the high cost that, until now, this operation has had. Photo | seat In Xataka | Toyota’s weapon to dominate the electric car is 1,200 kilometer batteries. And he has already set a date for them

Qwen3-Max-Thinking rivals Google’s Gemini 3 Pro more than ever. The key is in what is not being told

There are days when it feels like we open the phone and the dashboard changes again. Since ChatGPT broke out in November 2022the artificial intelligence race has continued to accelerate, and every few weeks a new model appears which promises to push the bar a little further. Sometimes it is an update, other times it is a “flagship” with a different surname, but the pattern repeats itself: more power, more ambition and an increasingly global story. In this context, China is gaining visibility in an increasingly evident way, and the name that is now entering the conversation is Qwen3-Max-ThinkingAlibaba’s proposal with which it wants to play in the same league as the great references of the moment. At first glance, Qwen3-Max-Thinking might seem like just another name in the endless list of models. But there is a relevant nuance here: he presents it as his star model for reasoning tasks, and explicitly places it in the same conversation as Gemini 3 Pro. The company says it has scaled parameters and invested computing resources in reinforcement to improve several dimensions at once, from factual knowledge and complex reasoning to instruction following, alignment with human preferences and agent capabilities. In other words: you are not just selling raw power, but a way to “think” better. What benchmarks teach To land that promise, the most useful thing is to look at the comparative table that we have in hand, with 19 benchmarks and a direct count: Gemini 3 Pro leads in 11, Qwen3-Max-Thinking does it in 8. This data, by itself, does not decide “who is better”but it does help to understand the type of fight that Alibaba poses when faced with Google. Here it is worth being very literal with what we are measuring: each benchmark focuses on a specific skill, from general knowledge to programming, use of tools, following instructions or long context analysis. If we look for the point where Qwen3-Max-Thinking really hits home, there is one that stands out above the rest: following instructions and aligning with what humans prefer in a conversation. In Arena-Hard v2Qwen wins with 90.2 compared to Gemini’s 81.7, which is the largest difference in its favor in the entire table (8.5 points above). It is not a minor nuance, because this type of benchmark does not reward only the technical “success”, but rather the final result that a person considers most useful when blindly comparing answers. Added to that IFBenchwhere Qwen wins by the minimum (70.9 versus 70.4). Translated into real life: when the user does not formulate a perfect instruction, when the assignment has ambiguity or requires interpreting intent, Qwen seems more oriented to nailing what is asked of him and doing it in a way that feels natural. The other area where Qwen supports his “thinking model” narrative is mathematical reasoning and logical problem solving. On HMMT, in both the November 2025 and February 2025 issues, Qwen is ahead (94.7 vs. 93.3 and 98.0 vs. 97.5, respectively). And in IMOAnswerBench it also wins, although by a minimal margin: 83.9 versus 83.3. These numbers do not suggest a beating, but they do suggest a consistent pattern: when the problem demands several steps of logic and it is not solved only with memory or a nice answer, Qwen tends to take advantage. To these improvements Alibaba adds a component that is already becoming the new standard: that the model does not remain in the text, but can act. In its presentation, the company talks about an adaptive use of tools that allows information to be retrieved on demand and a code interpreter to be invoked. And this orientation also appears in the benchmarks: in HLE (w/ tools), Qwen wins with 49.8 compared to 45.8 for Gemini, which suggests a better ability to perform when the model can rely on external tools. Here the fundamental change is important: it is no longer just “what he responds”, but how he investigates, how he decides what tool to use and how he synthesizes what he finds. There is a part of this comparison where the Gemini 3 Pro feels more “engineer” than “conversational,” and it is precisely where many professional users put the focus. The Google model wins in MMLU-Pro and MMLU-Redux, two tests closely associated with general knowledge, and also in GPQA and HLE, which in this table appear as demanding evaluation benchmarks and complex questions. In code, Gemini prevails in LiveCodeBench v6 and also in SWE Verifiedwhich reinforces the idea that, for programming tasksis still a very solid bet. Added to this is AA-LCR, where it leads in analysis of long documents. The fine print hides beyond the price At this point, there is a question that weighs as much as any benchmark: how much does it cost to use these models seriously. In standard prices per 1M tokens, the contrast is clear. On Gemini 3 Pro, the entry moves between 2 and 4 dollars depending on the tranche of input tokens, while in Qwen3-Max The input is listed at $1.2. But the most important difference appears at the output, which is where the “thought” of the model is paid: Gemini marks 12 to 18 dollars compared to the 6 dollars of Qwen. Translated into proportions, in standard use Gemini is approximately 1.67 times more expensive in entry and 2 times more expensive in exit in the usual section. If the tranche exceeds 200,000 entry tokens, the distance increases to 3.33 times in entry and 3 times in exit. Gemini is approximately 1.67 times more expensive on entry and 2 times more expensive on exit in the usual section. And here we come to the part that is usually left out of the conversation when everything focuses on power and price: what happens to your data when you use the model, and under what rules. In the case of Qwen, two worlds must be clearly separated. On the one hand there is the consumer web chat, whose terms They contemplate the use and storage … Read more

Japan has attempted to power up the world’s largest nuclear power plant. It only lasted a few hours

The nuclear debate, which Japan thought closed, returns to the scene. The recent authorization to reactivate Kashiwazaki-Kariwa, the largest atomic plant in the world, has set off alarms: citizen distrust, the shadow of Fukushima and doubts have surfaced about whether TEPCO (Tokyo Electric Power Company) is the right company to lead the country’s new energy stage. Fifteen years of waiting for a reboot that didn’t even last a day. In Niigata, reactor number 6 went from complete silence to emergency shutdown in less than 24 hours. The failure, located in critical safety systems, has turned the great revival energetic of Japan in a lesson in technical fragility. A slow giant. Kashiwazaki-Kariwa had not produced a single kilowatt since 2012. That closure was not an isolated event, but the shock wave of Fukushima in 2011, which put all reactors of similar design in the spotlight. But for TEPCO, this complex of seven units and more than 8,000 MW is much more than energy: it is its financial lifeline. According to Japan Forward estimatesthe electricity company needs these reactors to inject some 100,000 million yen annually into its coffers, essential oxygen to pay the endless bill for the dismantling of Fukushima Daiichi. The Japanese Government, under the command of Prime Minister Sanae Takaichi, has positioned this reopening as a strategic pillar. The objective is ambitious, in saying that nuclear energy represent 20% of the energy mix by 2040. This energy is needed to power new AI data centers and semiconductor factories, thus reducing dependence on imported fossil fuels, made more expensive by the fall of the yen and current geopolitics. Chronicle of a fleeting reboot. The reactivation process of reactor No. 6 was marked by setbacks even before it began. The restart, initially scheduled for Tuesday, January 20, had to be postponed one day after it was detected that an alarm designed to warn of the accidental removal of control rods did not work during the tests, as reported by The Japan Times. After correcting this error, operations formally began on Wednesday at 7:02 pm. At 8:28 pm, the reactor reached the “critical state” (sustained nuclear fission). However, the celebration in TEPCO’s control rooms – where staff tensely monitored screens – was short-lived. At 12:28 a.m. Thursday, just 16 hours after the start, an alarm sounded again. This time it indicated a failure in the engine control panel that operates one of the reactor control rods (the devices that regulate or stop the nuclear reaction). TEPCO attempted to replace electrical components and inverters, but the anomaly persisted. Given the uncertainty, the company announced a “planned temporary shutdown” to reinsert the control rods and stop the fission, a process that concluded Friday morning. “We do not assume that the investigation will be resolved in one or two days; at this time we cannot say how many days it will take,” admitted Takeyuki Inagaki, director of the plant, at a press conference. Security under suspicion. Although TEPCO maintains that the reactor remains under control and without leaks to the outside, the incident has served to poke into a wound that was never closed. It is not just the present that is worrying, but a tarnished record: just five years ago, the Financial Times I already put the focus on the plant after a security scandal where an employee circumvented access controls using a foreign identification, revealing the fragility of its surveillance systems. However, distrust does not only fall on TEPCO. The Japanese nuclear sector is experiencing a systemic credibility crisis. Earlier this month, Chubu Electric admitted to manipulating seismic data to minimize the impact of potential earthquakes at its Hamaoka plant, leading the Nuclear Regulatory Authority (NRA) to describe the act as “scandalous” and to suspend its security review after a decade of paperwork. A divided society in Niigata. Outside the plant and at TEPCO headquarters, protesters like Yumiko Abe, 73, express their indignation: “Electricity is for Tokyo, but we in Kashiwazaki run the risk. It doesn’t make sense.” The figures support this discomfort. According to surveys cited by South China Morning Postabout 60% of Niigata residents oppose the restart. Furthermore, 70% of citizens fear that TEPCO will not be able to manage an emergency based on its history. On the other hand, prominent seismologists warn in the Financial Times that the plant is located near an area of ​​very high seismic risk where a large earthquake could cause billions of dollars in damage. The future of the atom in Japan. The path to full operation of Kashiwazaki-Kariwa is once again up in the air. While TEPCO makes cost cuts of 3.1 trillion yen To fund the decommissioning of Fukushima, the NRA has promised strict on-site inspections to verify corrective actions following this latest failure. Experts like Dr. Florentine Koppenborg suggest that this “nuclear renaissance” It could be just a “drop in the ocean” as security costs have skyrocketed and public trust remains at rock bottom. Japan is at an energy crossroads: the urgency to decarbonize and feed its technology industry collides head-on with the memory of a disaster that, 15 years later, is still very present. The Kashiwazaki-Kariwa giant has shown that, in nuclear energy, the distance between strategic success and technical failure is measured in the sound of a single alarm. Image | IAEA Imagebank Xataka | Here is news that will surely reassure you: Europe’s largest nuclear power plant is running on diesel generators

The Line and Trojana were the jewels of the new Saudi Arabia. They will also be the first to face reality: they are very expensive

Saudi Arabia imagined an almost dystopian future based on futuristic ski resorts, 170 km linear skyscrapers and paradise islands for millionaires. Reality has forced the Saudi authorities to wake up from their reverie and face serious cost overruns in the construction of their pharaonic projects and lack of budget to cover them. He Financial Times uncover in an article that an internal report in which auditors propose cutting the NEOM project in half, reusing what has already been built, but reorienting its objectives and, above all, its budgets. However, this cut is conditioned by the commitments that Riyadh has already adopted, organizing the 2030 World Expo and the 2034 World Cup. Oil gives no respite: we must cut back. According to Financial Times sources, the audit of the project that is about to conclude leaves no room for maneuver and forces Saudi Crown Prince Mohammed bin Salman to rethink the NEOM project. applying new cuts and changes in construction plans to a “much smaller” project. The reason for the cut is found in oil priceswho have not recovered from their downward trendseriously damaging the solvency of the nearly $1 trillion Saudi Public Investment Fund that finances NEOM. With a fund that does not grow at the rate it used to and huge investmentsPrince Mohammed has been forced to lower expectations and achieve short-term profitability from what has already been built. Put your feet on the ground. The NEOM project was born in 2017 as the flagship to transform the Saudi economy, moving from a model focused on the exploitation of natural gas and oil resources to one based on attracting investments, tourism and renewable energy. NEOM consisted of different big-budget projects to build infrastructure in a territory the size of Belgium on the Red Sea coast. The Line, the crown jewelpromised a linear city 170 kilometers long flanked by two 500-meter-high buildings, without cars or streets, and powered 100% by renewable energy. It was estimated that by 2030 this project would house 1.5 million people, at an approximate cost of 500 billion dollars. In 2024, the first phase of The Line has already suffered an important snip reducing its length 2.4 kilometers away. The Line was going to be a city, now your data will live. FT sources point out that Riyadh finally admits the initial design flaws, prioritizing what has already been built. Thus, The Line would go from being a futuristic megalopolis to reusing its foundations to become a data center hub to put Saudi Arabia in the AI ​​race. This shift reflects a change in strategy aimed at achieving more specific goals that provide a short-term return on invested capital, leaving behind the vision of infinite skyscrapers in the desert. Other cuts already announced include $8 billion less from the Public Investment Fund for the five main megaprojects, representing 12.4% of their total valuation. A ski resort in the desert. The cuts also seriously affect the construction of Trojena, the ski resort futuristic project that was to serve as the venue for the 2029 Asian Winter Games. However, the Asian Olympic Council that organizes this sporting event has announced in a statement “confirming the postponement of the 2029 edition to a later date that will be announced in due course”, and that experts link directly to cuts in its budget. According to published Bloombergthe project was initially budgeted at around 19 billion dollars and was going to offer 30 km of ski slopes that ran on the roof of the resort itself and different luxury hotels, in a desert area with little snowfall during the year, which added an added challenge to keep the artificial snow necessary for the operation of the station in good condition. This first postponement sows uncertainty about the future of other competitions to which it has already committed, such as the football stadium that was going to be built. on the roof of The Line. In Xataka | Siranna: the new luxury destination for the super-rich is a spa that looks like Minas Tirith and only ships arrive Image | NEOM

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