reason

For some reason, there are people trying crash against a wall. Makes more sense than it seems

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A Tesla Model and, a wall that simulates a road, a youtuber of 65.8 million followers, its reputation. The reputation of Tesla, its security systems and semi -autonomous driving. Another YouTube. A cybertruck tesla. Another wall with another painted road. Indeed, there are people by throwing their tesla against a wall: what is happening? The coyote game and the roadrunner. “I am in my tesla at 64 km/h with the activated highway launched against a false wall in the style of the coyote and the roadrunner.” This is how it starts Mark Rober’s videoknown NASA engineer with a YouTube channel in which 65.8 million subscribers are counted. Rober travels in his car thrown against a false wall in which he has simulated that the road on which circulates continues and perfectly simulates what it really is: a decoration. The objective is to check if your Tesla Model and equipped exclusively with cameras offers better or worse performance than a car equipped with a Lidar system As far as autonomous driving systems are concerned. The background. Rober uses his video to explain the differences between a car that bases its semi -autonomous driving in the cameras exclusively and those that use the Lidar system. In 2021, Tesla already advanced that would base its entire system of driving aid in the cameras. In 2022 it was confirmed that the company would stop riding radars and sensors. The company ensures that its software is able to analyze everything that happens exclusively using cameras with reliability that matches that of radars and sensors. Along the way, evidently, the cost of assembling these components that irremediably increase the final cost of the vehicle is saved. To check if this is true, Rober tests A Tesla Moder and that only uses cameras In its Autopilot system and a lexus RX equipped with a lidar sensor of the luminar company. The cars are launched with activated semi -autonomous driving functions (Autopilot in the case of Tesla and adaptive cruise control in the lexus) to verify what happens in different scenarios. Among them, children who appear in the trajectory of the car or very intense rains. The wall. During his tests, the vehicle equipped with Lidar December and saved a child from being hit if he was already on the road, if he appeared behind an obstacle, in cases of fog and intense rain or if he was dazzled by an intense light. And yes, also if there was a wall on the road painted with the simulation of a road. The Tesla Model and could not say the same and the cameras did not exceed the tests of the fog, the rain … and the famous wall. In the latter case, the car was cheated and thought that the road continued, not stopping at all. And has exploded the controversy. The video Mark Rober has exploded the controversy on social networks for various reasons. The first and most obvious: does this type make sense? When can a car find a wall that completely covers a road simulating that it continues later? Beyond that this has to value each other, what is true is that Rober activates the highway a few seconds before reaching the wall and in the video it is observed how the system is disabled when it is going to collide. Rober has been accused of turning off the system but has defended himself on social networks publishing a complete video in which it is seen how the system is disabled before the crash. A criticism that has been repeated To Tesla vehicles, accusing the company of washing their hands before the authorities. But not only that, Rober has also been criticized for using a vehicle with autopilot and not with Full Self Driving (FSD)the most advanced autonomous driving system in Tesla while Lexus was equipped with Lidar, one of the most expensive technologies at the moment. Cameras vs lidar. The experiment has something interesting although not a resolution. The truth is that one might expect that a cameras based system is less effective than one accompanied by a lidar. The single combination of mounting a camera and a radar has been demonstrated The most effective option So far both day and night. The cameras analyze with images what they have in front but a lidar sends pulses of light constantly around them. That light bounces on the object and returns to the lidar. With the time that has passed since the shipping of the pulse of light until it receives it again you can create a 3D map that, in the case of the wall, serves to verify that there is an obstacle on the road even if it can deceive the camera. Autopilot and FSD. The other great criticism that has been made to Rober is that he uses a car equipped with Autopilot but not with the FSDthe most advanced driving aid system of Tesla. The FSD is offered as an additional option through a subscription and allows the driver to disregard driving (even in urban environments) as long as it remains attentive to what happens in front of his eyes. For example, the Autopilot demands from the driver the confirmation of lane change but the FSD navigates between the streets by itself, without the need for driver’s validations. In fact, in the United States it allows The car travels 65 meters without a driver Inside. Thus, we can ask a tesla parked to come to pick us up from a distance. And there are people by throwing their cars against a wall. Rober’s experiment has given wings to other YouTuber who have come out to defend the company. In response, Kyle Paul, who has 237,000 subscribers on his YouTube channel and specializes in Tesla videos, He has published his own test. The goal has been the same: will your Tesla Cybertruck before a wall that simulates the continuation of the road? And his answer is that if the car has … Read more

I’ve been trying electric cars for years. I bought one of combustion for a single reason

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We live complicated times to Choose car. Or, perhaps, we believe them more complicated than they really are. Yes, it is true that we can have doubts about What a course will take The automobile industry, what technology will be imposed, what not or, directly, What restrictions will raise Against my car in the coming years. But let’s look at this from a positive point of view: we have never had so much variety and so many technologies that will better adapt to our lifestyle and the trips we made on a day -to -day basis. This is what I try to explain to those who, knowing that I write about the automobile industry and try some of the most recent models, ask me what car they should buy. What should be the best option For them. To give them an answer I give a series of tips. The most important, although it seems nonsense, always leave it for the end. Choosing car Diesel (yes, diesel), gasoline, Microhíbrido, electric hybrid, plug -in hybrid, electric or gasoline bifuel and liquefied or compressed natural gas. It is also possible to buy a Electric of extended autonomyalthough the possibilities are very small. Or a car moved by hydrogen but, in this case, Recharge options are almost non -existent. Therefore, if we are in this situation and we want to buy a car, we have to think about several aspects that I summarize in the following steps: What type of car do we need (by size)? Here we must contemplate what we are looking for exactly. How much trunk do we need? Are we going to use the rear seats usually or do we travel as a couple? Are we a family that will grow, are we thinking about forming it or do we plan to have children? Do children already travel on their own and do not need such a big car? Personally, I recommend doing a Very rational reading of our situation. If we usually do not carry much luggage we should not prioritize the trunk. If we usually do not use the rear seats, their habitability should have a secondary weight in our decision. It is simply not to over -dimension our needs. Yes, if we are traveling with little luggage in our weekend getaways and, for example, one day a year we want to move a bicycle because we will have a problem or we will have to better square the luggage. That day, perhaps, we regret a little of the choice but this will be passenger because the rest of the year we will omit a quality for which we have probable we have paid a surcharge. If, on the contrary, we are fond of mountain bike and every weekend we load and download our bicycle, I will not only recommend that you buy a car that facilitates this task. I say more: Take the bicycle to the concessionaire And check for yourself if the bicycle enters the trunk and how simple or complicated it will be its load and download. What use are we going to give our car? I like to define the size of the car in the first place because, for almost all kinds of sizes there is the technology we are looking for. Largely because tAmaño and type of use go hand in. If we are looking for a car to move exclusively in the urban environment, to go and return from work and leave children at school, we are not interested in a car too large, because in this type of journey it will be much more uncomfortable to use. On the contrary, if we move regularly on the highway and highway and perform hundreds or thousands of kilometers every week, we will prioritize comfort and, most likely, the car is larger. In this case, I would prioritize the following aspects, from greater to less importance: Are we going to use this car as the only one in the house? What kind of displacement do we do in our day to day? Do we usually go on a trip? How many long getaways do we do a year? How many kilometers do we do a year? What technology do we choose? Once we have the adequate car size for our needs and we are clear about the type of use that we are going to do, it remains to choose which technology that interests us most. The money is decisive here and, if necessary, access to a plug to load an electric car or a plug -in hybrid. My recommendation is as follows: Diesel: Who performs many kilometers on the highway and highway and site the city little. I would not buy it if I did less than 20,000 kilometers a year. Gasoline: We want a car “for everything” at home. We move in the usual figures for a Middle driver And the use we give to the car is mixed between city and getaways on highways and highways. Microhíbridos: If the option exists, the microhíbrido is a good option to obtain the ECO LABEL AND ITS BENEFITS If we are looking for a gasoline car because the cost barely differs and we will not notice any change when driving. Hybrids: We also have the car as a “vehicle for everything” but most of the kilometers are made in city. Although we can leave the weekend, we make a good dozen kilometers in the urban environment or we need enter a zbe where access to more polluting cars is restricted. Plug -in hybrids: same case as the previous one but we have the possibility of loading a plug at home and weekend getaways are usually to a second close home. This is important, once the battery charge is exhausted, with the combustion engine working exclusively, the car can have too high consumption that spoil daily savings. Electric: We have access to a plug. You can choose to dedicate it as a second … Read more

China needs cardiologists in an increasingly aged society. His answer is an AI that “reason” as the best

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820,000 people. That is the number of patients that the Department of Cardiology of the Zhongshan hospital attended in 2024. A very high figure for a country in which doctors are missing and that sees that, every so often, every so often, His hospitals overflow. Increased higher health coverage, especially for an increasingly aging populationand the answer has been found in artificial intelligence. In a cardiologist, specifically, which has trained with a base of hundreds of thousands of people and has all the support of the government. Cardiomind. That is the name of artificial intelligence that has been developed by the Zhongshan hospital, the University of Fudan and the Shanghai Artificial Intelligence Academy for Science. It is a joint effort to create an AI that, according to them, is able to reason as their best cardiologists. GE Junbo is one of those outstanding cardiologists of the Chinese Academy of Sciences and Comment They are feeding the system with data, but they also teach him “to think as an expert first level cardiologist.” Co-pilot. In this way, Cardiomind compares patient history and the results of tests based on global research to generate diagnostic suggestions. And if you were raising one, leaving the possibility of leaving your heart’s health on the awareness of a machine, in the word “suggestion” is the key. According to its creators, the idea is not that doctors are replaced, but that it helps those members of a congested system to work faster and more accurately. “With their help, our doctors can attend more patients, reduce the workload and improve both the quality of the diagnosis and the treatment,” commented The doctor. Pillars. The secret of the pizza is in the dough, in the case of AI, that special sauce is the training. Cardiomind is a multimodal system that can analyze and process data from various sources (electrocardiograms, ultrasound and laboratory results, for example) to provide its diagnosis, and it is what has been trained. The source has been hundreds of thousands of medical records that the Hospital Cardiology Department had stored for decades, learning in the process how doctors think both in the diagnosis and during treatment. In addition to multimodal and very trained, it specializes in one thing: cardiovascular diseases. Total government support. And all this comes from the hand of itself. China is investing strong in development of artificial intelligences and, although in the West only a few as Deepseek They are the ones that attract attention, the country has been betting for the development of these systems to decongest several organisms. And that of medicine is fundamental. In January of this year, and apart from Cardiomind, established In Shanghai the first test and verification center of large models of AI in the field of medicine. Their fields will be assistance, disease prediction, personalized treatment according to the history of each patient and support to develop drugs. Necessary. Such is that impulse that several hospitals already have their own AI platforms, even some that They combine Contemporary and traditional medicine. And the reason why this technological development is being promoted is the one mentioned above. The population is getting older and doctors are missing. It is estimated that the country has 1.9 doctors per 1,000 inhabitants and They want have 5.5 nurses per 1,000 people for this year. In other countries, the average is devastating. In Spain, for example, there is 6.21 doctors per 1,000 inhabitants. In the case of nurses, the figure is 7.12. Challenges. Now, despite that government impulse, there are three elements to take into account. One is that of the data security to guarantee privacy. In the case of Cardiomind, those responsible developed a firewall with encrypted data. Other countries are studying How to apply AI in cardiology and, precisely, data leakage and ethics is a point that is usually present Among the concerns. Ethics also plays a role, since if it goes from suggesting to a more important role, it would be necessary to legally regulate it. At the moment, or they are in charge “only” of paperwork and records or, if they attend decision making, the last word has a human. In addition, there is the technological issue itself. The development of these artificial intelligences needs servers and calculation power. It is something that China is solving more or less controversial forms buying items that They should not be able to buy due to the commercial war with the West, but also using solutions developed at home, such as the chips of a huawei that is the spearhead in development of hardware for AI in the Asian giant. Images | Huawei, In Xataka | It is impossible to escape from Huawei: not even the oldest hospital in Spain in its ambitious digital transformation

Zuckerberg dismissed 5% of the goal template “for low performance”. His former employees say there is another reason

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In the same way as It is not the same to resign That they fire you (although the result is that you are left without employment), it is not the same as they fire you For a staff cut that for “low performance”. Goal, ha 5% of its workforcearguing that they were low performance employees. However, this public justification has enraged the 3,600 meta -employed since they stigmatizes them as bad workers when they apply for new jobs. The former employees say that their work performance has only been an excuse, but not the real reason for their dismissal. A “cruel” trick to cut staff. “I have decided to raise the level of performance management and fire low performance employees more quickly,” wrote Mark Zuckerberg in the internal memorandum sent to its employees in January. Such and as he published Business InsiderThis was raising the scale of what the company considered “low performance” to put employees in the pillory who, until that moment, considered that they had a good performance. Sally Maitlis, a professor of organizational behavior and leadership at Saïd Business School, assured to Fortune That the “low performance” label could be a ballast for the professional career of the former employees dismissed, doubly penalizing them with the loss of their employment and closing the door to find a new one. “It is a terrible way of being labeled and is clearly not useful for anyone in the labor market,” Maitlis said. They have shouted the four winds. Before such injustice for them, employees have not hesitated to raise their voice from social networks to claim their professionalism and denounce the bad faith that, according to them, has used a goal in their dismissal. “Today they have fired me, but not for being a low performance employee. Let’s be clear: that label is misleading and, for many of us, it is totally wrong,” ” published on his LinkedIn account Steven S, former product of Instagram product. Kaila Curry, who worked as a content manager, said in her LinkedIn profile that: “I often asked for comments and they always told me that I was doing a good job. They never assigned a PIP (performance improvement plan), they never gave me correction indications and never guided me or gave me clear expectations. I just struggled … I am not a person of low performance.” A mortgaged future. The main complaint of the employees focuses on the argument that has publicly wielded a goal to justify the dismissal of the 3,600 employees since, as they argue, it harms their options for free to get a new job. “The most difficult thing is that goal says publicly that they are cutting low yields, so it feels as if we had the scarlet letter on our backs. People need to know that we do not have low performance,” declared one of the employees dismissed to Business Insider. “It is possible that these people are superstar in other places. Therefore, it seems to me that it is an additional punishment because they are people who probably have a very high market value,” He pointed out to Fortune Dan Cable, Professor of Organizational Behavior at the London Business School. Employers are answering. One of the most recurring advice when running for a new job is not criticizing the company that has just fired you. However, against any forecast, the strategy of the finishing targets has had a positive impact. Many recruiters and companies have shown interest in the profiles of the target employees. “Good employers look for people who are good communicators, capable of defending themselves, just as they would in their position within the organization,” He stood out to Business Insider Ashley Herd, Recruitment Expert from LinkedIn and founder of a manager recruitment company. “Those who speak of course can be found, being realistic, with a smaller group of possible employers, but it will be a group that really aligns with their values ​​and supports professional success and long -term happiness,” said the expert. Now stigma is target. Mark Zuckerberg said the layoffs were not due to economic difficulties, but to a restructuring to focus on the IA development And, in fact, vacancies had opened to incorporate into this new profile. Since the hiring process is a relationship of two, the complaints expressed in social networks by their ex -employed can complicate that process. User forums as Reddit or Teamblind have filled the new candidates about the new goal policy with warnings. “It seems that it was more money than performance. Be careful to join this company. Zuck does not care about its employees. Only the company,” wrote A meta -employed. “Meta is now the most cruel technological company that exists,” added another former partner. Other great technological companies Like Microsoft or Amazon have already announced that they will take more into account the performance of their employees when signing their layoffs. In Xataka | A 1.3 million rolex and a brilliant suit: the new Mark Zuckerberg has celebrated his wife’s birthday Image | Goal, Unspash (Annie Spratt)

Satya Nadella is clear that at the moment AI has not revolutionized anything. The reason: money

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“Teach me the pasta!” That is what Satya Nadella wants. That the AI ​​shows the pasta. Give (a lot) money. It is something that Microsoft and Openai have already referred to both. For these companies, AGI’s definition is precisely linked to money, and have established that An AGI will not be an AGI until you give 100,000 million benefit. That argument now serves Microsoft’s CEO to talk about the fact that AI has not revolutionized anything. From agi nothing. In one recent interview With the Dwarkesh Patel podcast, Satya Nadella, CEO of Microsoft, made some important statements in which her position was clear about the current situation of the artificial intelligence segment. To begin with, he indicated that “that we claim that a milestone has been achieved in AGI It is only to hack the meaningless evidence “, that is, to give greater importance to the benchmarks they really have. And of revolution, either. In fact, the best metric to measure the success of the AI ​​segment is simple: it should increase the gross domestic product of any country. “When we say: ‘Oh, this is like the industrial revolution’, we should have that type of growth that caused the industrial revolution. For me, that means 10%, 7%for the developed world. Adjusted to inflation, growing at 5%, that is the real marker.” AI needs a ‘Killer app‘… Nadella commented how that growth has not yet occurred because most users have not yet understood how to use AI effectively. It is the same that happened with the PC, it took time to find its place and demonstrate its potential. … like what Excel and email achieved. Microsoft’s CEO remembered how before the PC, email and spreadsheets, companies made their business forecasts almost handmade: “Faxes circulated, someone received them and then made a memorandum between offices that then circulated, and people introduced figures, and in the end a forecast came out perhaps right in time for the next quarter.” But then Excel arrived and email and revolutionion that type of task, like many others. “That is what we need to happen with AI when it is introduced into jobs in the field of knowledge.” The AI ​​will supervitaminar. The debate on the impact of AI on work is constant, but for Nadella this technology will help us extraordinarily. Thus it will allow any worker to focus on high value tasks, and not on routine tasks that can be automated. He joked talking about the amount of time dedicated to filtering his email, and how to avoid that will be an exceptional time and productivity gain. The AI ​​not only does not give money, but it loses it. The vast majority of large companies that are betting on AI and developing large language models are losing money, and they are also losing it to beast. Openai is the best example of Burn money as if there were no tomorrowbut it is also the best positioned to win that race. But this is a bet. In fact, probably the greatest in history. It is demonstrated by the colossal investments that Microsoft, Amazon, Meta, or Google are doing to create data centers dedicated to AI. All of them will dedicate dozens of millions of dollars to that taskand they will even when it is not clear that AI will be profitable. Of course, these companies believe it will be, and much. Image | Sony Pictures In Xataka | Satya Nadella asked to lower her salary for not having complied with security. Microsoft compensated with 79.1 million

Some researchers have created a pill that mimics the effects of the lack of oxygen. They have a good reason

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Height evil is one of the problems that professional mountaineers and occasional visitors who decide to ascend to certain altitudes must face. This disorder is related to the lack of oxygen, hypoxia, which occurs in these environments, but now a pharmaceutical company wants to turn it around. Turn that “evil” into a “good.” Hypoxystat. Transform the mountain air, or rather, the absence of air of the mountain, into a pill It is the proposal of the Gladstone Institute and Maze Therapeutics laboratories. The new drug has received the name Hypoxystat and its goal is to fight against metabolic disorders such as Leigh Syndrome. Mountain air. It might seem crazy idea, but reducing the amount of oxygen that enters our body can make sense in certain senses beyond high performance sport. Living in a mountainous area can benefit people with Leight syndrome, a mitochondrial disease that affects childhood. This disorder occurs when the mitochondria, the organelle in charge of feeding the rest of the cell is not able to consume all the oxygen it receives. This leads to a dangerous accumulation of oxygen that ends with cells and tissues and, ultimately, with the patient’s life. “It is not practical for each patient with this disease to move to the mountains,” Explain in a press release Isha Jain, who has led the recent study of the drug. “But this drug could be a controlled and safe way to apply the same benefits to patients.” 2016. Almost a decade ago, a team, in which Jain herself participated, discovered that mice with this syndrome responded well when they were exposed to air with a lower amount of oxygen, the equivalent of that which can be found at heights of 4,500 meters (a upper altitude in almost a kilometer to the Teide peak). The lack of oxygen caused it to stop accumulating in the cells. The new compound could achieve a similar effect in a different way: focusing on hemoglobin, the molecule that transports oxygen in our blood. The new compound causes oxygen to be linked more easily to hemoglobin which may sound contraintuitive, they explain. However, this fact also makes it difficult for the molecule to deliver oxygen to the cells of our body. Concept test. The new drug has been developed Maze Therapeutics to fight anemia. The Gladstone Institute team, from the University of California San Francisco, found the substance when looking for a compound capable of reinforcing the bond between hemoglobin and oxygen. As a treatment, Hypoxystat is still in early development, but has already begun to succeed in mice. The details of these tests have been published recently in an article in the magazine Cell. Promising results. Although for now the studies are limited to rodents, they invite cautious optimism. The team observed, for example, that the compound had therapeutic capacity both in cases where it was administered before the appearance of symptoms and in cases where mice were already in advanced stages of the disease. In Xataka | We did not know why some superbacteria were resistant to antibiotics. This AI has found it in two days Image | Gladstone Institutes

The next generative AI revolution will not reason better, but integrate into physical robots. And will change robotics forever

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In the technological world we are fascinated with chatbots who write essays and take their time reasoning. Grok 3 goes, Claude 3.7 It comes, meanwhile, something less visible but deeper is happening: The beginning of the merger between conversational and mechanical bodies. For the first time, robots not only execute preprogrammed instructions. Now also, in their own way, they understand. Historically, robotics and AI have followed separate paths. Parallel, but separate. Industrial robots were as accurate as stupid. AI systems are intelligent, but incorporeal. Let’s think about robotic arms that have existed on assembly lines for decades. Millimetrically exact, but absolutely lost If a single component appeared in a position slightly different from that expected. The new generation of robots connected to LLMS You can now interpret ambiguous instructions, such as “bring me something for thirst”, and solve the problem through reasoning (word of the year), evaluating which drinks are available, if the user showed preference for some and even if there is ice in the freezer. We no longer program specific movements, but rather general objectives. Figure robots are good examples. So good that even They work autonomously at a BMW factory. According to The company has just publishedthey can even receive generic verbal instructions, such as collecting pieces, and without the need for previous specific programming are able to visually analyze the environment and detect them. They can even pause, reassess the situation and correct the error if someone modifies the pieces. This contextual adaptation capacity was unthinkable a couple of years ago. The really groundbreaking of this impaired in robots is that You can learn very differently. The LLMS trained with text lack the physical understanding of the world. Traditional robots lack contextual intuition. By merging them an intelligence that includes both semantics and physics. A robot equipped with LLMS is not only able to understand the instruction “opens that box without damaging its content”, but can improvise before boxes never seen, evaluating materials, closures and fragilities. The revolution, unfortunately, will not be spectacular as in The novelty-fictionbut it will arrive in the form of robotic arms in factories that can be reconfigured with a verbal order. Or warehouse robots that will understand contextual priorities. Or medical assistants capable of interpreting non -verbalized needs of their patients. Boston Dynamics, the Non-Va-Más de la Robotica during this last decade thanks to your robots jumping and doing Parkourshe is no longer as interested in acrobatics as in integrating understanding systems that allow her machines Understand complex instructions in construction and industry environments. You just have to see Your website. And on the horizon look The Tesla optimus or the Cyberone de Xiaomi. Or unitree like One of the great Chinese technological bets. The big change will come When these systems stop failing before the unforeseen and begin to apply general principles of physical and contextual reasoning. We are not seeing the birth of artificial consciousness, but the understanding of the physical world and the world of meaning in a single integrated system. What this powerful convergence does is its silent nature. He catches us arguing On whether Grok 3 deserves a better product or about itself Chatgpt 4.5 It will be sufficient during the remaining of the year, but Robots are beginning to understand the world like us. Not only by calculating a trajectory, but understanding intentions, contexts and meanings. That is much more transformative and valuable than Any ten -page trial generated in seven minutes. In Xataka | Deep Research is not just a new AI function. It is the beginning of the end of intellectual work as we know it Outstanding image | Figure, Ryunosuke Kikuno in Unspash

Anthropic launches Claude 3.7 Sonnet, a “hybrid” model that is better than ever. Not only that: also “reason”

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Anthropic has announced The launch and availability of Claude 3.7 Sonnet, its new model of founding. The jump is promising, but stands out especially for one thing: they point to reasoning models. It is not Claude 4.0, it is Claude 3.7. The number of the new version confirms once again that the jump of benefits does not justify a more “round” number. Many expected Claude 4.0, but in Anthropic they make it clear that this is a much more evolutionary version than revolutionary. A hybrid model. In Anthropic they presume from having a hybrid model that does not differentiate between whether to talk and answer questions quickly, reason or any other application, because everything is based on the Claude 3.7 founding model, which does everything and behaves in that way Multidisciplinary. And as it does everything, it is somewhat more expensive than the competition: its API costs $ 3 per million input tokens and $ 15 per million departure tokens Claude can already “reason”. In a separate announcement Anthropic told us about his new mode of reasoning, called “Extended Thinking Mode”, which now becomes a more option among which we can display when using its model. If we activate it, the model “will think more deeply about complex questions.” As those responsible explain, this mode uses the same AI model, but does so by giving it more time and investing more effort to reach an answer. How Claude thinks. This mode of reasoning offers the possibility of seeing what the model is thinking when processing those answers. Here they warn that this information can be surprising, because we can see how AI can “think” incorrect things, but also show that process does not mean that the answer is only based on it. “Our results suggest that models often make decisions based on factors that are not explicitly discussed in their reasoning process.” Things are saved. That is: the model seems to keep things for yourself while thinking, but it is not clear which or why. There is another reason not to show everything: that raises security problems, since having all that information potentially gives resources to bad actors to take advantage of the model of inappropriate forms. Source: Anthropic You can play Pokémon alone. The new Anthropic model is also more “agéntico” than ever. It responds better to changes in the environment and continues to act until an open task has been completed. That makes The “Computer Use” function which allows AI to control our computer to be increasingly promising. They demonstrated it with Pokémon: Claude 3.7 came much further than previous models. Claude Code arrives. The Anthropic model has always highlighted in the scope of programming, and now they wanted to promote that capacity with Claude Code, a BASDA tool in Claude 3.7 Sonnet but specifically focused on helping programmers to develop their projects. A programming agent. This could also be considered as Anthropic’s first agent, because Claude Code is able to complete programming projects autonomously without needing user interaction. Thus, Claude can search between basis with code on which to base, read and edit files, write and execute tests, publish the code in Github repositories and execute commands on a console while informing developers of the entire process. He Anthropic demonstrative video It allows you to check some of those functions. Similar to Grok3 in performance. The new Grok 3 presented these days by XAI showed one more step in its performance in the most demanding benchmarks today, and Claude 3.7 is also in that line, which means that It is something superior In those tests to models such as O1 and O3-mini (from OpenAI) and Deepseek R1. In Xataka | I have tried Deepseek on the web and in my Mac. Chatgpt, Claude and Gemini have a problem

A single island houses 70% of the US military bases in Japan. There is a weight reason for not to come out: China

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At the end of January, in the Japan islands closest to Taiwan, Many places began to evacuate the area. The action was part of a series of drills that have been intensified in the last two years preparing for “the worst”, understanding this as An armed conflict between China and Taiwan. In fact, the most important island of Okinawa prefecture has a fact that attests to tension in the area: there is no other place in Japan with such a number of soldiers in the United States, and they have been there since World War II. Okinawa: trapped between two powers. For more than a century, Okinawa has been a territory in disputemarked by the conflict between Japan, the United States and China. Its history, which goes from being an independent kingdom to become a battlefield and military baseit reflects the weight of geopolitical decisions about the lives of its inhabitants. The island was originally The kingdom of Ryukyuan independent state that maintained tax relations with both Imperial China and with the Japanese domain of Satsuma. However, in the 1870s, Japan attached the archipelagoestablishing its control over the island. During World War II, Okinawa was the stage of One of the bloodiest battlesused as a shield to prevent US troops from reaching the main islands of Japan. After the war, instead of being returned to Japanese sovereignty, Okinawa was under control of the United Statesbecoming a military strategic point. Already in 1972, after 27 years of American occupation, The island was finally returned to Japan. However, the US military presence never disappeared. In fact, Okinawa houses 70 % of US military bases in Japandespite representing only 0.6 % of the national territory. It is estimated that there are 80,000 Americans on the island, of which 30,000 are uniformed military. The “slow” withdrawn. This week had the New York Times that the departure of those thousands of American marines has already begun, more or less, although With a delay of more than 20 years Regarding the original calendar. Before Christmas, a 105 Marines contingent that would normally have been sent to the island He was redirected to the new Camp Blaz base in Guam. This small movement marked the first trimming of military personnel in Okinawa within the agreement between Washington and Tokyo to reduce that US military presence on the island that goes back to World War II. According to the pact, 9,000 marines (almost half of the troops on the island) should be relocated at some point. However, due to the construction of replacement bases, its exit could take more than a decade to complete. United States maneuvers on the island A discontent agreement. Negotiation for the reduction of military presence It began in 1995when the case of three American soldiers who raped an okinawense girl caused massive protests on the island. This led to the United States and Japan They will agree to relieve the military load on Okinawa. As? In essence, by closing The Fuutema Air Base and the construction of a new installation in the north of the island. The first plan, signed in 1996, established a period of five to seven years for relocation, but almost three decades of that agreement, the original base remains operational and the new landing track is still 12 years after being completed. Geopolitics: the brake on the reduction. In any case, the delay in the withdrawal of US troops is due, in large part, to the growing military presence of China in the region. Recently and As we countthe Japan Ministry of Defense reported that Four Chinese warships sailed between Okinawa and a nearby islandincreasing concern in Tokyo and Washington about security in the Western Pacific. The rise of China, together with the threat of North Korea and tensions in Taiwan, has changed strategic dynamics. In fact, the times told that many in Tokyo and Washington wonder If they should really reduce the presence of marines in Okinawaespecially when the island is within the range of Chinese missiles and would be a key point in any conflict in the region. China’s hat. Although historically Okinawa maintained commercial relations with China, Beijing’s current influence on the region is seen with concern for many Japanese. The tensions between China and Japan by the Senkaku/Diaoyu Islands They have fueled the fear that Okinawa can become a conflict point Between both countries. An uncertain future. For all this, and despite international pressure, the transfer of the Marines progress to slow pacealmost testimonial. Japan, meanwhile, has chosen to keep the status quoinvesting in the modernization of existing bases instead of accelerating relocation. In this regard, Camp Schwab, in the north of the island, will be the new home of the Marines relocated from Fuhenma. The construction includes an area of ​​land five times greater than the pentagon to house landing clues and hangars. It does not seem, therefore, that you think too much about an exit. For its part, Camp Fosterin the southern part of Okinawa, it is being remodeled with new barracks, schools and homes, consolidating the military presence in that area. Japan spends According to the New York Times1.5 billion dollars a year in the construction of new facilities, in addition to the 2.8 billion dollars already allocated to Camp Blaz base in Guamwhich, as we said, will house a part of the displaced marines of Okinawa. Yet, Pentagon still does not provide a clear calendar For relocation. And here we return to the exit box: in case of conflict in Asia, LTo Guam’s remoteness could represent a strategic problemsince the Marines would have to return to Japan crossing a combat zone. Thus, what is clear is that the island remains a key piece on the Indo-Pacific board, trapped between the strategic needs of the United States and Japan, and the own aspirations of autonomy of its population. Image | US Indo-Pacifi In Xataka | The Japan islands closest to Taiwan have begun to evacuate the area. They have been preparing … Read more

did it for a good reason

by

Ryanair is known for two things: his Cheap flights The tone outputs of his CEO Michael O’Leary. The first is about to stop being a realitybut we will always have the occurrences of its manager. If O’Lery has shown us in his Ryanair management, it is that He doesn’t like wasting time Not even the inefficient processes, so one day he thought how he could get rid of the endless Dublin traffic jams. Your idea: go by taxi. O’Leary Cabs: A taxi for your CEO In the early 2000s, O’Leary surprised many when buying a taxi license for the Mercedes-Benz S500L that the manager used in his daily displacements. From that moment, the “O’Leary Cabs” was born, a taxi company formed by a single vehicle “His,” with a single driver, “her driver – and two exclusive clients,” he and his wife. The reason that promoted him is that, according to the Irish regulations“Taxis must carry the corresponding brand and be equipped with a taximeter, a printer and a roof poster. Taxis can also use bus lanes when they work.” That means that O’Lery had found the formula to expedite its displacements through the city, turning its company car into an exclusive taxi that could Legally use city bus lanes and not get caught in the frequent Dublin traffic jams. When the strategy was shaved, the manager assured That “it is a black taxi, it is registered in Mullingar (O’Leary residence close to Dublin), I have a PSV driver (Public Service Vehicle) that leads it for me and, if you want to modify the regulations that say that I can collect people in Dublin, I will be happy to collect people in Dublin; I will do it much cheaper. “ 583,000 euros in taxi Ryanair’s CEO taxi company was totally legal and operated like any other company in the sector, with the only exception of being dedicated to satisfying the needs of a single client or his family. For everything else, the company met all the requirements, and even had an established rate between Mullingar, the city in which it could operate as a public taxi, and Dublin airport: 86 euros per route. An amount that Michael O’Lery subscribed religiously. “It is only one of the penalties that I pay for the pleasure of living in Mulling. In fact, the taxis company registered some benefits In 2011 of 41,000, which raised its benefits from the company from 2000 to about 583,000 euros, showing as a solvent company, thanks to the daily displacements of Michael O’Leary to Dublin. At the end of 2011, O’Leary’s “taxi” was put up for sale as “the most famous taxi in Ireland” for a price of 20,000 euros. The Mercedes-Benz S500L registered at that time 275,000 kilometers in its accounting and was equipped with all the comforts. The O’Leary taxi company continues to operate, although now it does so under the name of Tillingdale Unlimited that operates other services, but maintains the Taxi service for your only and exclusive clientthat seeks to avoid traffic jams using ingenuity. In Xataka | The airlines have just received a millionaire fine receivable the hand suitcase. They will continue to charge it the same Image | Flickr (Underway in Ireland, World Travel & Tourism Council)

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