an atlas that reveals what we have not seen before

For some time now, thinking about searching for a building inevitably led us to the coverage from Maps/Earth on Google. And the truth is that it works very well showing images (where they exist) and in the quality that exists, which meant that there are very detailed areas and others that are rather poor. That’s why, the new map of the planet’s architecture is more accurate: with consistent 3D data throughout the world, including rural places, countries with poor cartography or regions ignored on other maps. The planet building by building. He GlobalBuildingAtlascreated by a team at the Technical University of Munich (also for download on Github), represents a historic leap in the way of representing the human presence on Earth: a 3D map of the 2.75 billion buildings generated from satellite images since 2019, with a resolution about thirty times greater than any previous database and a coverage that for the first time homogeneously integrates traditionally invisible regions for global cartography, from rural areas of Africa to small isolated centers in Asia or South America. This scale allows us to observe how humanity is physically distributed: heights, volumes, densities, occupation patterns and spatial relationships between buildings, all reconstructed with a precision that turns the map into a three-dimensional x-ray of global urbanism. The crux. Beyond its visual spectacularity, the project pursue a purpose deeper: measure the footprint of urbanization, analyze structural poverty through indicators such as the volume built per capita and correct decades of cartographic biases that concentrated information in rich cities and left large regions without reliable data. To achieve this, the team has counted which applied filtering strategies that homogenize the variable quality of satellite images and built models that capture not only the presence of a building, but its mass, its height and its position relative, an essential set of data to understand how life is organized on the surface of the planet. Visual comparison of existing building height databases in test cities in North America, South America, Europe, Oceania and Asia Analysis instrument. One of the most surprising things about the project is the massive incorporation of rural buildings and countries with limited mapping infrastructure, which opens the door to research that before they were impossible: comparative studies of territorial inequality, fine analyzes on the intensity of urbanization, evaluation of demographic loads or detection of areas where the volume built per person reveals housing deficits, overcrowding or extreme dispersion. The indicator of building volume per capitaincluding in the databaseallows us to directly locate socioeconomic gaps, correlate built densities with income levels and observe patterns that until now could only be inferred with indirect approaches. Building volume per capita and harmonized correlation coefficients for the 27 EU Member States and the EU as a whole A warning map. In fact and how they detail researchers, such a tool not only illuminates the distribution of well-being, but also helps identify where collapse infrastructurewhere public investment is lacking or which regions accumulate historical vulnerabilities invisible to international planning. Organizations such as the German Aerospace Center already have shown interest in using the atlas to evaluate risks in the face of natural or human disasters, taking advantage of its ability to model how settlements, relief and exposure to danger interact at each point on the planet. Zoom in London A new scientific layer. Plus: the value from the GlobalBuildingAtlas It is also climatic. The location, shape and volume of buildings determine energy demand, urban heat generation and emissions associated with human activity. The team details Knowing exactly where the population is concentrated and what its structures are like allows us to improve consumption projections, model mitigation scenarios and adapt public policies to contexts where energy efficiency depends on very specific spatial patterns. The atlas offers the “first truly uniform global basis” to feed climate models that integrate human presence in detail, and makes something that until now it was diffuse: the global geometry of human habitat, a crucial element to anticipate how pressure on ecosystems will evolve and which regions will need urgent interventions in infrastructure, housing or climate resilience. Added to this is its usefulness for planners and governments who, even in countries with limited resources, will be able to use this open data to prioritize investments with reasoned criteria and not with intuitions or fragmentary statistics. Data enables more accurate models for urbanization, infrastructure and disaster management Expose the most remote. Unlike other commercial mapsthis atlas it’s opendownloadable and measurable, and allows the user to explore any point in the world with new fidelity. Areas that appear dark or empty when viewed from a distance reveal, when approachinga handful of isolated homes or small settlements that until now were completely outside of any global representation. This ability to show both megacities and the last inhabited corners turns the tool into a kind of digital mirror of the planet where the human footprint has left an architectural mark, however minuscule. In other words, the user can enter any address, view the position and elevation of a building, modify layers and filters or download the code to work with data without restrictions, something unprecedented in this type of cartography that has traditionally been left in the hands of governments or large technological platforms. Extra ball. If you are wondering how far it is capable of going, its authors assure that even in most remote places (from rural villages in South Korea, to Amazonian valleys or African deserts) the atlas detects and models buildings that previous cartography ignored, offering a new, fairer and more complete image of human space. Redefine “seeing the world.” In short, the initiative of GlobalBuildingAtlas it is not only a technical achievement: It is a new way of interpreting the Earth. By continually showing the physical footprint of humanity, it dismantles the idea that urbanization is limited to large cities and reveals a dense and discontinuous network of occupation that illuminates historical trajectories, structural inequalities and expansion dynamics that were previously submerged in statistics. … Read more

The ChatGPT Atlas agent made my purchase at Mercadona and now I have a pantry full of garlic

a week ago I tried the new ChatGPT Atlasthe new OpenAI browser and, although it has a lot to improve, it seemed like a threat to Google’s dominance with Chrome. Today I put it to the test again, this time with a Plus subscription, and I wanted to check if agent mode is capable of hmake the purchase at Mercadona. Posing the situation It was the first time I used ChatGPT for something like this and I didn’t want to just give you a list. of the purchase, so first I asked him for ideas to make healthy recipes that are delicious. He offered me several options and when I decided on one of them, I activated agent mode and asked him to buy the ingredients at Mercadona. We have already talked about AI browsers are vulnerable to prompt injection attacks and OpenAI knows it. Before starting, a message appeared alerting me that using agent mode carries risks and I could use it with or without the session logged in. In my case I have chosen the logged in session because I wanted to see it work more easily, but as a precaution I have first deleted my payment details on the Mercadona website. Making the purchase Once the risks have been accepted, agent mode has been activated and the mouse has started to move through the Mercadona website interface. The sidebar shows the model’s entire thought and decision-making process while buying the ingredients to make a chickpea curry. In the video you can see the entire purchase process. The agent has been making decisions when he has found several items to choose from. For example, the recipe required an onion, but decided that it was more practical to buy a 1kg package. However, when choosing spinach, he decided that a package of baby spinach was better than the large package that is much cheaper. When he finished choosing ingredients he asked me to check it and I asked him to change the spinach. He has done it without question. The process has stopped when it has run into an insurmountable obstacle: it only had 10.28 euros and the minimum order on the Mercadona website is 50 euros, so I asked it to also include the ingredients of another of the recipes that it had suggested to me at the beginning, one for baked salmon. Since that one didn’t reach the minimum order either, I told him that I wanted to make it for four people and please don’t give me frozen salmon, but fresh ones. The agent adjusted the quantities and changed the salmon for a fresh one, but it still didn’t reach 50 euros, so I asked for something more creative.: to look for the most viral Mercadona products recently and add them to the basket. The purchase is made for you, but there is a problem When he was done, it was time to check the basket. I found that I had added garlic and also purple garlic. The normal garlic was fine, but the purple ones? I have reviewed the chain of thought and he was confused looking for purple onion. Mercadona calls it “red onion” and the agent has decided that it was better to add purple garlic because the color matched, even though they were a different ingredient. Regarding the viral products, I have chosen an advent calendar with makeup, smoked raclette cheese, cookie nougat and pistachio cake. The total amount was 66 eurosit is true that I have not expressly told you to adjust to 50 euros, but it seems to me that you have gone a little overboard. The agent has taken control of the browser and done exactly what he wanted: make the purchase for me. However, there is a problem and that is It’s very slow. I haven’t helped much either. Not having anticipated that there was a minimum order and the additional requests that I have been making, such as changing the quantities or choosing products by itself, has made it even slower. In total he has been thinking for almost 15 minutes, but if we take into account only the first part of the purchase for the chickpea curry, it has taken 2:14 minutes. More than two minutes to add eight items to cart. All the time I had the feeling that I would already have the order finished and paid for. Regarding reliability, I have to say that He has made fewer mistakes than I expected, but it is still necessary to check what you have added to the basket at the end because you can sneak in some garlic instead of onions, and I already have enough garlic in the pantry. Much more practical in other scenarios One of the use scenarios that OpenAI gave in the presentation of its new browser was precisely to make the purchase. After trying it, it is clear to me that the ChatGPT Atlas agent mode has a lot of potential, but not for making the purchase, that’s why I have tried another scenario where it can be much more useful: organize a trip. I asked him to find places for me to go on a getaway over the December long weekend, that were less than 2 hours by car from Valencia, with a specific budget and to look for them on Booking and Airbnb. In six minutes he gave me options for two different destinationsorganized in a table with price per night and highlights. Once I have decided, I only had to give him the personal information to complete the reservation. To organize a trip it is practical. Making the purchase is simply adding things to the cart, a much more mechanical process that we can do manually in a very short time. If we also encounter obstacles such as the minimum order or we are not completely clear about what we want, we end up losing more time than gaining it. Where the agent does offer more … Read more

ChatGPT Atlas is here. It’s the biggest nightmare in the history of Google

OpenAI has launched Atlas, your first browserand Alphabet has seen $150 billion in market capitalization evaporate in a matter of hours. Shares fell 4.8% shortly after the announcement, recovering slightly to close down 2.4%. The market reaction was no coincidence: Atlas is not (just) Chrome with a chatbot stuck on top, it is a browser designed from scratch around ChatGPT. Why is it important. For two decades, Google has controlled how we access the Internet through a lethal combination: Chrome as a gateway and Google Search as a mandatory destination. Atlas breaks that logic. If your browser has an AI assistant with memory that remembers your preferences, performs complex tasks for you, and directly answers your questions, the traditional search bar no longer makes sense. It is therefore not an incremental improvement, but rather a paradigm shift in the way we navigate. In detail. Atlas eliminates the address bar as the nerve center of the browser and replaces it with ChatGPT. Users can open a side panel in any window to summarize content, compare products, or analyze data without switching tabs. But the star functionality is the “agent mode“, currently reserved for paying subscribers: ChatGPT literally takes control of the mouse and keyboard, surf the web on your behalf, fill out forms, research travel options, add ingredients to the shopping cart. In yesterday’s demo, an OpenAI developer showed how the agent found a recipe and automatically purchased all the ingredients, a process that took several minutes but required no human intervention. “Browser memory” is another key piece. Atlas can remember what you’ve searched for before, what sites you’ve visited, and what projects you have in hand, using that data to suggest actions or automate routines it detects in your behavior. Everything is optional, but the message is clear: OpenAI wants Atlas to know you better than you know yourself. Nothing new with AI. The figures. OpenAI has 800 million weekly active ChatGPT users, double the number in February. Chrome has 3 billion and 71.9% global share. Google controls 90% of the search advertising market. Atlas sounds like a prelude to advertising coming to ChatGPT. Somehow they have to monetize the free users, who not only don’t pay OpenAI, but cost them money. And if OpenAI enters advertising, Google has the most to lose: it could be revenue that stops coming to them. Yes, but. Initial tests of ChatGPT agents have shown slow and imprecise results, where it is very effective to see the browser do tasks for us, but also much slower than if we take care of a few clicks. Plus, the hallucinations are still there. Google has a structural problem– Your business depends on people clicking on ads. If Atlas delivers direct answers without visiting web pages, Google loses. It has integrated Gemini into Chrome and added AI summaries to the results, but the basis of its model remains the same. Internet Explorer seemed invincible in 2007. Within five years, Chrome had surpassed it by offering something substantially better. The 150 billion drop in Alphabet’s capitalization is a sign that investors believe there is a chance that history could repeat itself. In Xataka | Privacy is dying since ChatGPT arrived. Now our obsession is for AI to know us as best as possible Featured image | Xataka with Mockuuups Studio

This is ChatGPT Atlas, the new asset with which it seeks to continue leading AI

We may be looking at more than just another technological launch. ChatGPT It has already altered the way many search for information. What was previously the exclusive domain of Google, now also passes through the OpenAI chatbot. With chatGPT Atlasthe company gives the step that many anticipated: a web browser that combines conversation, search and context in one environment. In this area, OpenAI does not arrive alone. Perplexity had already presented its own browser with AI integration, Cometwhich also seeks to redefine the search experience. It remains to be seen if the commitment of the company led by Sam Altman manages to sustain the expectations that have flourished this time. What is the OpenAI browser like? The first thing we find when opening ChatGPT Atlas is a recognizable interface: a window very similar to that of ChatGPT itself. OpenAI appears to have designed the environment so that the transition between the assistant and the browser is natural, keeping the conversation at the heart of the experience. Atlas preserves the basic functions of any browser—history, bookmarks, tabs—although the key is how we interact with it. The user can communicate in natural language, by text or by voiceto perform actions. You can ask, for example, to locate a recent page or to find a specific term within the history. The most notable difference is in their agentic capacities. From the “Ask ChatGPT” button, located in the upper right corner, it is possible to activate agent mode to delegate tasks. The browser can also summarize the content of a website, analyze what appears on the screen or suggest actions based on the context. If we open a project on GitHub, for example, it could directly offer related commands or steps. In addition, OpenAI has integrated several of its previous products into Atlas. Personalized suggestions based on recent usage appear on the home screen, an attempt to funnel user information into practical features. The approach is clear: unify conversation, search and assistance in the same operating environment. In development. Images | OpenAI In Xataka | “We are building ghosts”: OpenAI founder says AI does not imitate brains

Hyundai aims to automate 40% of his new plant in the US. THE KEY TO GET IT: ATLAS HUMANoid Robots

Robots have been in the automobile industry for decades. They have welded, pressed and assembled pieces without rest. But despite that long career, many tasks were still in human hands. That is starting to change. Robots are less and less clumsy: They are more skilled, more versatile and, most importantly, much cheaper to manufacture. And that opens the door to a new phase. Hyundai wants to be in charge of that change. On your new plant HMGMA (Hyundai Motor Group Metaplant America), located on the outskirts of Savannah (Georgia, USA), the company has proposed to automate 40% of the vehicle assembly process before the end of 2025. According to Nikkei Asiathe objective is to transform this factory into an intelligent environment, where artificial intelligence and data are key from logistics to the final assembly. A connected and flexible ecosystem. The plant is designed not only as a assembly line, but as a demonstration of everything Hyundai is able to do with technology. The brand defines it as “a highly connected, automated and flexible manufacturing system”, prepared to adapt to changes in demand and optimize each phase of the process. That is why it is no coincidence that starts focused on the production of electric and hybrid vehicles, with an estimated initial capacity of 100,000 units a year, which will grow to 500,000 when it is at full performance. The Metaplant aspires to become one of the referents of the automobile industry of the present and the future. Atlas enters the scene. In that technological deployment, the focus is on a very concrete protagonist: Atlas, Boston Dynamics’s humanoid robot. It is not any robot. It is a completely electric model, designed to move as a human and work in the same space as humans. Atlas is the successor of the famous hydraulic model that we saw mortal somersaults. But this time, the approach is another. It is prepared to lift heavy objects, install parts and adapt to what happens around you in real time. Hyundai describes it As a robot with “athletic intelligence”, and that translates into sensors, algorithms and a structure designed for complex tasks that one person could only do. Boston Dynamics is already part of the Hyundai group. This movement makes sense because Boston Dynamics is not just any partner: It is part of the Hyundai group since 2021. Since the company was made, the South Korean firm has been integrating its technology within its vision of “progress for humanity.” A vision that includes autonomous cars, urban air mobility, robotics in logistics and, of course, new ways of manufacturing. Boston Dynamics has been working with biped and quadruped robots for years, and now faces the challenge of taking them to the commercial field. If Atlas works in this plant, it will mark a before and after. Because it is no longer just impressing in a viral video: it is about a robot being useful and productive on a large scale. What tasks will the robots perform? Hyundai has not detailed all the works that Atlas will assume, but, according to the aforementioned Asian newspaper, it has confirmed some: move heavy objects, install doors in vehicles and collaborate in physical tasks that require strength and precision. The objective is clear: to free human operators from repetitive or demanding works. Now, that does not mean that Atlas is just as agile as an expert operator. For now, it is not. Just see some assembly line videos To ask ourselves if robots will be as skilled as humans. Atlas will not be the only one in the plant. They will also deploy The well -known spotdog -shaped robots that also manufactures Boston Dynamics. Its function will be to monitor production lines, inspect bodies and identify possible structural defects. And next to you they will live more classic automation systems: welding robots, presses and heavy machinery. A context marked by the tariff war. This deployment does not happen in a vacuum. It arrives in the middle of the commercial war between the United States and China. The administration Trump has imposed a 145% tariff To many products from China and maintains a base rate of 10% for most commercial partners, including South Korea. That is why Hyundai has decided to bet on American territory. Has announced An investment of 21,000 million dollars in the United States over the next four years. A strategy that seeks to protect its position in the North American market and, at the same time, gain margin of maneuver against geopolitical uncertainty. Of course, automating more does not necessarily mean hiring more. Hyundai’s expansion is accompanied by strong robotization. And that raises questions about employment. Will less operators be hired? Will new roles emerge within factories? The advance is indisputable, although it does not guarantee new jobs. Images | Hyundai In Xataka | Duolingo inaugurates a new era: when human talent is no longer essential

The atlas of side effects (positive and negative) of Ozempic discovered | Health and well-being

All medications have side effects, just take a look at any leaflet to see this. But there are not many cases in which these amount to the main effect. This is what happened a few years ago with GLP-1 agonists, medications used for decades to treat type 2 diabetes that began to demonstrate weight-loss effects. After several reformulations, new commercial brands, such as Ozempic and Wegovy, became an effective way to end obesity. But science is proving that there are many other side effects that could become major ones. GLP-1 is a molecular Swiss army knife, a kind of all-purpose drug. They affect our bodies in ways we still don’t fully understand. But today we are closer to listing. A team of scientists from the University of Washington School of Medicine has published the first detailed atlas of the side effects of these drugs. They have found benefits for cognitive and behavioral health, while revealing an increased risk of developing pancreatitis and kidney conditions. “Until now we had seen anecdotes and reports here and there. “Some people saying that it can affect this or that,” explained its main author, the clinical epidemiologist, in the presentation of the study. Ziyad Al-Aly, from the John J. Cochran Veterans Hospital. “But no one, no one had thoroughly investigated the effectiveness and risks of GLP-1 and all the ways it can affect health.” The study was published this Monday in the journal Nature Medicineshowcase of the best world science. More information “We did an analysis that comprehensively mapped the associations between GLP-1 and 175 potential health effects,” Al-Aly notes. The benefits, beyond weight loss, included a lower risk of substance use disorders and a reduction in suicidal ideation, schizophrenia, and other psychotic disorders. They also observed a reduction in cognitive disorders, such as Alzheimer’s and dementia. And finally, a reduction in the risk of clotting disorders, including stroke. “We found that these drugs have a wide range of beneficial effects, but all this does not come without risks,” warns the expert. The study confirms that, in some cases, they can cause gastrointestinal problems, such as nausea and vomiting. This is quite common and has already been documented in some patients. An increased risk of gastroparesis or stomach paralysis in rare cases and an increased risk of low blood pressure have also been seen. The analysis also notes that the drug may increase the risk of sleep problems and headaches, kidney stones, and drug-induced kidney inflammation. For these reasons, the authors recommend that, when evaluating this treatment, it should always be done under medical supervision and after an individualized analysis. “It is an observational study, although it has a large database and has been carried out for a long time,” he explains. Christopher Moralesan endocrinologist at the Virgen Macarena University Hospital in Seville, who was not involved in the study. The study does not demonstrate, therefore, that the medication is the cause of the listed effects. But these are consistent enough (risk reduction between 10 and 20%) and the database large enough (almost two million patients over three years) to think there is a direct relationship. “With Big Data you can scrape these results in very large databases and this is positive. But we must remember that here we can only verify association, not causality.” The objective of this research, in the words of its own authors, was not to analyze a specific effect and demonstrate causality, but to build an atlas of the association of risks and benefits of this relatively new medicine. “It’s like when Christopher Columbus arrived in America, and he thought about mapping it to get his bearings,” explains Al-Aly. “This is what we are doing, drawing a landscape of benefits and risks.” This opens the door to the possibility that in the future, after many reformulations and research, we can talk about an Ozempic for dementia, alcoholism or Alzheimer’s. There is still a long way to go, but this study has drawn a first map to locate the path. And there are many companies willing to embark on this adventure. There is currently a scientific and commercial race to find the next revolutionary use of GLP-1 agonists. Everyone has in mind the case of Novo Nordisk, the Danish laboratory that presented Ozempic in 2018, and which today has a stock market capitalization of 382,000 million dollars, which makes it the largest company in Europe. This has enormous business and economic implications, but from the scientific world, the question is different. How does an anti-diabetes drug have so many and varied effects? “Medicines don’t work surgically. They are designed to do one thing, but the reality is that this is almost never the case,” reflects Al-Aly. “Biology is complex and multiple, and if you touch one thing you will create a network of various effects.” GLP-1 acts on the intestine, but also on the brain, affecting areas that are involved in impulse control and reward signaling. This would explain why they help mitigate addiction problems. These medications would also affect the blood vessels, and in doing so have a potential effect on the heart. There is research that suggests that they also reduce inflammation, including that of the brain, which could explain their protective effect against neurodegenerative diseases. “But there is also another simpler theory that can explain all these positive health effects,” explains Al-Aly. Obesity is considered a disease in itself, but also the gateway to many others. It is the fifth risk factor for death in the world and every year 2.8 million adults die as a result of this condition. “When we treat obesity, it is normal that this affects other diseases, since it is the mother of them all,” summarizes Al-Aly. The expert has not yet decided, with the available scientific evidence, on which of these two theories has more force. The first would mean that we are talking about a miracle drug with multiple uses. The second would be less profitable for companies, would fill … Read more

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