In 2025, AI seemed to have hit a wall of progress. A volatilized wall in February 2026

I fondly remember that time in which Intel and AMD fought to create the first CPU capable of reaching 1 GHz clock frequency. That race AMD won it (surprise!)but until that milestone occurred the pace was dizzying. Or so it seemed to us, because with AI the pace of launches is absolutely crazy. What a few weeks we’ve had, dear readers. Let’s see: January 27: Kimi.ai lance Kimi J2.5 February 5: Anthropic lance Claude Opus 4.6 February 5: Same day OpenAI lance GPT-5.3-Codex February 5: Kuaishou lance Kling 3.0 February 12: Z.ai lance GLM-5 February 12: ByteDance lance Seedance 2.0 February 12: MiniMax lance MiniMax 2.5 February 16: Alibaba lance Qwen3.5-397B-A17B Coming soon: DeepSeek v4, Does it call?, Gemini 3.1, … The pace is absolutely frenetic, and the LLMs that a few years ago months weeks seemed to be fantastic now they are not so much. The new versions of these language models do not stop evolving, and AI companies continue to constantly offer new developments. Almost dizzying. That, of course, has its good side and its bad side. We end 2025 with a certain boredom in the face of an AI that promised a lot but ended up changing hardly anything. Only at the end of the year was a palpable revolution seen with that spectacular combination formed by Claude Code and Opus 4.5. The Anthropic binomial amazed the developers, who for the first time seemed to agree when it came to declaring that with this type of platform they could ask the AI ​​for whatever they wanted, and that it would program it for you at once and almost always without problems. Of course there was some exaggeration in that speech, but certainly the capacity of Opus 4.5 and the degree of autonomy and Claude Code’s versatility They seemed to mark a turning point. Then OpenClaw arrived and that expectations for AI agents have once again skyrocketedbut in parallel we are seeing a real fever of launches of new generative AI models, both in video (Kling 3.0 and especially Seedance 2.0 They have been viral phenomena in themselves) as in text/code. And with each new model, the promise of performance surpassing the previous generation. At least, of course, in the benchmarks. On the left, Alibaba’s internal benchmarks for Qwen3.5. On the right, those from Anthropic for Opus 4.6. Each one compares himself with whoever he considers appropriate. Those bar graphs in the image above have become a constant, especially when the model is launched by a Chinese company. If the launcher is OpenAI, Google or Anthropic, tables are preferred. Be that as it may, the result always leads us to the same thing: each model is better than its predecessor and, normally, than many of the competition. AI Subscription Fatigue The problem with this is that this race never seems to end, and a model that seems fantastic today is not so great tomorrowwhen its competitor can barely outperform it, but it can also be considerably cheaper – Chinese models usually are – or offers other advantages such as larger context windows so that we can enter longer and longer texts – for example, large code repositories – as part of the prompt. And of course, that poses a problem for users. If Opus 4.5 was so good, one could sign up for the Pro or Max plan and pay a year in advance, but that is a priori risky, because although you will have access to new models when you release them, you will have dedicated your investment in AI subscriptions to the Anthropic model without having as much room to try those of rivals. Here short subscriptions are required: Subscribe to one model for one month so that I have some leeway in case I want to try another model the next month (or try two or three models in the same month, which is also a common case). The prices of subscriptions to AI services are also not facilitators of these multiple tests. The normal thing is to pay 20 euros for a one-month subscription, and although Chinese models are usually much cheaper, they are also usually one step behind in capacity if one needs maximum performance. But here the problem is repeated again and again: if I subscribe now to GPT-5.3-Codex, which everyone says is fantastic, how long do I pay for it, one month? Or do I also subscribe to GLM-5 to try, and next month I will try Opus 4.6 and MiniMax 2.5? All of these decisions are difficult because the perception of each model depends on each user. Each of them has their needs, their budget and their own experiences with each model, so as much as the benchmarks say one thing, With AI models it is happening to us like with wines: No matter how much they tell us that one is better than the other, we perceive them in a very personal way. And this frenetic advance also means that the expectation for models that really make a difference has been recovered. Vibe coding is not perfect, but it solves our needs better and better, and the same goes for AI agents like OpenClaw, which with their lights and shadows demonstrate that the future in which we have an AI employee—although at first they may be somewhat clumsy—working 24/7 does not seem to be that far away. These are dizzying and fascinating times for AI. Again. Image | Mohammad Rahmani In Xataka | China brought humanoid robots to the country’s biggest television show: it made them practice kung-fu with millimeter precision

99% of the Internet travels through submarine cables. Now there is a much more ambitious plan in progress: join the electricity grid

At first glance, the seas are an empty landscape. Under its waters, the image is another, through it a network of invisible highways that already support our day to day: the submarine cables that carry the 99% of world communications. Now, a new generation of electrical interconnectors – thousands of kilometers and gigavatio power – aspires to bring sun, wind and hydraulic where they are missing, when they are missing. The promise is simple: that electricity travels with the sun and wind through schedules; The execution, not so much. The starting point: The North Sea. The United Kingdom and Denmark premiered at the end of 2023 the Viking Link, a 765 km cable that crosses the North Sea and allows you to import electricity when wind is missing on the island and export when left over. It is the longest interconnector in the world in operation, but, as Financial Times warned: “It may not be for a long time.” The British media report details That on the horizon there are much more ambitious plans: join Canada with the United Kingdom and Ireland through a 4,000 km cable, link Morocco with Europe or export Australian solar energy to Singapore through more than 4,300 km of submarine cable. Through the cables. This new megaproject makes it clear that countries have been pursuing a connection with renewables for some time, because there is a mismatch between production and consumption, and we must solve it. The most illustrative example is AapowerLink in Australia. The Suncable company plans to install 3 GW from Solar in the northern territory, store part in batteries and sell it both to Darwin and Singapore, through an underwater cable of more than 4,000 km. In the words of his CEO, Ryan Willemsen-Bell, collected by Financial Times: “Australia has abundant land and sun. The ability to share those benefits with our neighbors has enormous potential.” In parallel, the North Atlantic Transmission One Link seeks to connect the Canadian hydroelectric plant with Europe. The time differential is its great asset: when Canada sleeps, the United Kingdom starts the day; When in the North Sea, wind blows at midnight, New York is preparing dinner. A lesson from the Internet. The idea may sound futuristic, but there are already solid precedents. As we have underlined Xatakathe entire planet is furrowed by submarine data cables, authentic digital highways that have demonstrated the viability of infrastructure of tens of thousands of kilometers. The Southern Cross Cable Network, 30,500 km, connects Australia, New Zealand and the United States since 2000. The newly opened 2Africa, 45,000 km, surrounds the African continent and reaches Barcelona and India. And in Spain, cables such as tide (6,605 km, Meta and Microsoft) or Grace Hopper (7,191 km, from Google) link Bilbao with the east coast of the US. The experience of these data networks provides an obvious parallelism: if we already move information on a global scale, why not also clean energy? Although not everything is so easy. From Financial Times alert a tensioning supply chain: The manufacture of cables, transformers and converting stations does not supply. The waiting deadlines are lengthened, and the availability of specialized ships to tend cable is limited. To that are added political risks. In Norway, the export of electricity to its neighbors has triggered the internal debate on prices. In the United Kingdom, the Government rejected this year to support the X-Links project to bring energy from Morocco, claiming “high level of inherent risk”. And with the ongoing Ukraine War, the threat of sabotages to critical infrastructure It is a fact. Looking inside. In the Spanish case, the problem is more domestic than international. As we have explained in Xatakathe country has run more than anyone to lift renewables in the “emptied Spain”, but has not deployed the cables to bring that electricity to the cities. The result is a “broken bridge”: at noon there are plenty of cheap megawatts that are cut or sell at zero price, and at night the network needs gas support, more expensive the market. According to data from the AELēC employer, 83.4% of connection knots are already saturated, which prevents hooking new consumptions such as industries, data centers or electrolyiners. The challenge, in short, is not to plan and reinforce the networks; as well as improve interdependence with other countries to break With the French bottleneck. A map of interdependencies. Beyond the technical and economic, these electric highways draw a new geopolitical map. Just as pipelines and gas pipelines marked the twentieth century, renewable interconnections can define alliances and dependencies in the XXI. The engineer Simon Ludlam, co-founder of the Canada-UK project, summed it up in Financial Times: “The most important nuclear reactor is in heaven, and its energy can be shared thanks to the rotation of the earth. But we need to be interconnected.” The sun that shines in the Australian desert or the water that falls in Canada could light, in a matter of seconds, the lights of cities to thousands of kilometers. The energy transition not only depends on producing renewables, but also on learning to move them. If the pipelines defined the petroleum geopolitics, the electric highways can become the invisible arteries of the coming world. Image | Unspash and What’s Inside Xataka | The Google Maps of submarine cables: an imposing interactive map that allows us to know the skeleton of the modern world

The “Casas Clavo” that planted the progress of urban planning in China

Imagine a small house with a couple of floors surrounded by huge blocks of homes. You don’t have to imagine too much, since we have seen it in Pixar’s popular ‘up’ movie, but far from being fiction material, such constructions exist, enduring firm before progress and concrete advance. They are the so -called “Casa Clavo”. It is a global phenomenon, but in China we find some of the most iconic cases that became a sample of popular resistance. Dīngzihù. When we talk about “Casa Clavo”, it is literal. The Chinese term “dīngzihù” comes to say precisely that. Dīngzi means “clavo” and hù is “family” or “home.” And it is an expression that refers to the owners who resist evicing their homes so that they are demolished, becoming that building into a nail that is difficult to get. It is a term that became popular with the modernization of the country. The new urban development projects needed land to build, so they offered economic compensations to the residents of these areas to leave their homes. Those who refused due to personal reasons or economic disagreements, saw how their house was the only one in the neighborhood that was stood, while huge moles of concrete were erected around them. In China, it is also curious because the phenomenon is relatively recent. Private property did not have much importance until not so ago, but in 2007 approved The first modern law of private property that hindered forced expropriation and empowered the owners. The only way to demolish a home was to justify the “public interest” of the new construction, and that is what originated a series of movements of the population to protect their homes. Wu ping. These ‘resistance’ movements are very media both for personal history and for the aesthetics of the new street, with small and traditional houses isolated in the midst of the new buildings. Several throughout these years have occurred, but if one perfectly reflects that struggle spirit, it is Chongqing in 2004. Wu Ping and Yang Wu refused to sell their property for the construction of a shopping center. The rest of the neighborhood was demolished, but his house endured and the photo is shocking: at the top of a mound, surrounded by excavation to start the construction of the complex as soon as possible. The marriage was the only one among 281 families in the area that rejected the moving to another area and declared that it was not “stubborn or rebellious -as they had described in the media.” I only try to protect my personal rights as a citizen, and I will continue until the end. “ Apart from why he did not want, in that house his family had lived for three generations. And do not believe that the contest was peaceful: the real estate developers cut the water and energy when they excavated the pit. For his part, Mr. Yang Wu, champion Marcial Arts, Nunchakus used to create an impromptu ladder to his house and threatened to hit anyone who tried to dislodge it. He also raised a Chinese flag on the property. After years of legal and media battle, they reached a millionaire agreement with the promoters and an apartment in the city center with a size similar to that of their old house. The house was demolished. Chinese resistance. Although the photo of the house Wu is, perhaps, the most picturesque, the case of that marriage is not Not much less unique As far as media noise is concerned. In Nanning, a small house was trapped in the center of a great avenue. Around the house, as if it were a roundabout, there was only asphalt and cars circulating. They ended up arriving at an agreement, but also left a photo for the story. Something similar occurred In Zhejiang, when in 2012 a five -story house was standing in the middle of a highway. Another 450 buildings were demolished, but the owners of this house considered that the compensation was ridiculous and could not buy an equivalent home. After greater compensation and land, they accepted and left their home, which was demolished. They will end up succumbing or not, something is clear: these examples are just a few of this sample of popular resistance in China, a defense of heritage and individual rights against a modernization that, in the Asian giant, has taken steps. Edith Macefield. But this of refusing to leave home so that they throw it is not something exclusive to China, and a case that you surely know, but not by this name, is that of Edith Macefield. In the American city of Seattle, the house of this lady caught the attention of half the world when she refused to compensate one million dollars to leave her home. The 84 -year -old lady at that time, received complementary offers, as free domiciliary care for the rest of her life, but did not give in: her house was not going to be demolished to build a shopping center. It was not for touching the noses: I was advanced and considered tedious to have to move. After several failures, the builders made the decision to raise the complex equally, but in a less hostile way than the cases we have seen in China. Three of the sides of the house with five -story high walls and Mrs. Macefield lived there until she died in 2008. The house is still there, empty, as a sign of that particular heroism. And why do I say that the house design and history may sound to you? Because it is the one that served as inspiration for Pixar to create the magnificent ‘UP‘. There are more stories on American soil, such as Thirsty Beaveran open bar in 2008 that was built in the middle of a field, but that in 2015 was surrounded by a huge floors building after its refusal to sell. And there it continues. Inspiration. As we say, there are other … Read more

Progress in containment of wildfires in Southern California as winds weaken

Fires in the Los Angeles area have left at least 27 people deadhave destroyed more than 12,000 structures and left more than 60 square miles to ashes. The Palisades and Eaton wildfires continue this Saturday. The winds have been weakening, giving fire officials a much-deserved respite and easing some of the threats, so far. Nevertheless, The National Weather Service indicated that dangerous conditions are expected for next week. Additionally, officials noted that tens of thousands of people in Los Angeles County remain under evacuation orders. Curfews remained in effect for the areas affected by the Palisades and Eaton fires from 6 p.m. to 6 a.m. For his part, heLos Angeles Mayor Karen Bass announced that civic leader Steve Soboroffformer police commissioner and advisor to the late former mayor Richard Riordan, to lead city’s rebuilding efforts after Palisades Fire as recovery director. The announcement comes a day after state lawmakers announced new proposals aimed at accelerating rebuilding and recovery efforts in Los Angeles County as thousands of people continue to be evacuated. “Steve Soboroff’s name is associated with hope,” Bass said. “It will recommend a comprehensive strategy for the city to rebuild and to accelerate the process. Accelerate is a very important word here. “We want to accelerate the return of residents, businesses, schools, non-profit organizations and parks”. He noted that no one is better prepared to create a reconstruction plan. “He knows our communities. He knows how to activate City Hall. “He has been at City Hall.” The expert said that he has a 10-point plan that will begin on his first day of servicereported CBS News. “It’s about the victims… It’s about restoring the community, because without community people are lost,” he said. To citizens criticizing the city’s actions in response to the fires, Soboroff explained the following: “If people want to get on the bus with us, let them get on. If you want to spend your time throwing embers now and next Tuesday when it’s windy doing that kind of thing, you better not get on our bus“. The mayor said she plans to sign several executive orders next week to speed up the recovery effort. “We are going to do everything we can to clear the way so that people can return home,” he said. Gavin Newsom issues order prohibiting tenant evictions The governor of California, Gavin Newsom issued an executive order preventing landlords from evicting tenants for housing survivors of the Los Angeles fires. “At a time when so many people have been suddenly displaced, we need more housing and shelter than ever,” Newsom said in a statement. “Opening your place of residence to help house those in need is not only encouraged and generous, it deserves protection.“. Although the order prohibits landlords from evicting tenants for housing one or more people displaced by the wildfires, it does not restrict them from enforcing other conditions of the lease. The governor’s office described the executive order as a temporary solution, set to expire on March 8. “These are extraordinary times,” Attorney General Rob Bonta said in a statement. “If you provide shelter to someone who has been affected by the Los Angeles wildfires, you should not be evicted. “To allow that to happen would be totally wrong.” California announced a series of legislative proposals aimed at helping Los Angeles County recover from the wildfires. The vast majority of the projects are aimed at protecting homeowners and renters affected by the flares that devastated an area of ​​more than 60 square miles in the last week. Keep reading:

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