the replica of his house

It happened in October 2012. The Internet had discovered what seemed like a program whose existence was unknown to ordinary mortals: the complex used by Navy SEAL Team 6 to train in the raid against Osama bin Laden in Pakistan was still visible in Bing satellite view. The surprise was huge: an identical model of Laden’s refuge in Abbottabad had been built in the United States. From then until now, Washington has perfected the tactic. From the laboratory to the real assault. The capture of Nicolás Maduro It was not an adventurous improvisation nor a bet on chaos, but rather the almost literal execution of a plan. rehearsed for months in a controlled environment. Before helicopters, fighters and drones crossed Venezuelan airspace, the United States had already traveled that path dozens of times in Kentucky, within a life size replica from the shelter where the Venezuelan leader spent his nights. Walls, reinforced doors, interior routes and reaction times were studied to the extreme, in the same way that had been done fourteen years before with the Abbottabad complex. The logic is simple and brutal: reduce reality to a technical problem, turn a real assault into a repetition of training, and almost completely eliminate the friction of the unexpected. Abbottabad as a manual. The operation against Osama bin Laden in 2011 marked a before and after in the US doctrine of high value operations. So the CIA and JSOC built replicas of the Pakistani compound, analyzed the target’s life patterns for months, and rehearsed every move to the hilt. In fact, published the programs of the models used. The use of human intelligence, persistent surveillance, and physical target simulation allowed the SEALs to enter a sovereign country, execute the mission, and leave within minutes. Venezuela shows that that was no exception history, but the birth of a method. Everything that worked with Bin Laden (replications, life patterns, repeated trials, night execution and rapid withdrawal) has been reapplied almost point by point in Caracas. Replica of Bin Laden’s house developed by the CIA Replica of Bin Laden’s house developed by the CIA The eye that does not blink. One element connects Abbottabad and Caracas especially clearly: the use of RQ-170 Sentinel. We are talking about a stealth drone, designed to monitor high-value targets in hostile environments, which was key both in Pakistan as in Venezuela. Its mission is not to attack, but to observe without being seen, establish routines, confirm presences and offer information in real time during the assault. In the case of Maduro, the TWZ analysts that the Sentinel would have orbited for weeks to fine-tune every detail of your daily life and, already in operation, to feed the command centers with live images and data. It is the modern equivalent of the all-seeing surveillance, but with sensors capable of turning an entire city into a dashboard readable from thousands of kilometers away. The qualitative leap of the objective. The big difference between Abbottabad and Caracas is not in the technique, but rather in the target range. Bin Laden was the leader of a terrorist organization hiding in a private compound. Maduro was the head of a sovereign state, protected by regular armed forces and housed in military facilities. Replicating the same methodology for him implies an escalation enormous political and strategic. If in 2011 the United States demonstrated that could enter Pakistan to eliminate an enemy, in Venezuela he has shown that he can kidnap an active president, take him out of the country and do it without own casualties. The implicit message is much more disturbing: there is no rank, position or border that makes someone untouchable if Washington decides otherwise. The final lesson. If you also want, the comparison between Bin Laden and Maduro leaves a conclusion that is difficult to ignore. United States has perfected a doctrine which combines human intelligence, stealth aerial surveillance, physical simulation of the target and special forces to turn the capture of a specific person into an almost industrial problem. First it is rehearsed, then it is executed. First you observe it for months, then you act in minutes. From that prism, the Venezuela operation It does not inaugurate anything new, but it does confirm something essential: everything learned in Abbottabad is not only still valid, but has been expanded and normalized. The strategic lesson in this sense is clear and deeply uncomfortable for the rest of the planet: if Washington sets its mind to it, today it has the ability to capture practically any individual on the planet, in almost any place, and at the time it deems appropriate. Image | INC In Xataka | For 150 aircraft to bomb Venezuela, the US used one of the most lethal tactics of the war: gunboat diplomacy In Xataka | Someone bet $30,000 that Maduro would fall the night before he fell. He has won $400,000

After Venezuela, the United States is already saying loud and clear what its next objective is: Greenland

The world looks at Venezuela, but a good part of Europe, NATO allies and more specifically Denmark have one eye (or both) on another geographical point: Greenland. The capture of Nicolás Maduro opens a very wide range of questions about the future of Venezuela, but it has also fueled the unknowns that for months They surround Greenland, geographically located in North America, although at a political level it depends on Denmark. That Donald Trump wants Greenland to come under Washington’s rule is not new, but his words take on a new meaning after what happened on Saturday. Especially because the Republican leader himself has remembered in the last hours that he does not give up on the island: “we need itdefinitely”. Beyond Venezuela. That Venezuela is the protagonist of the start of 2026, no one doubts it. The operation launched by the US on Saturday and which culminated in the capture of Maduro opens a wide range of unknowns about the future of the South American nation. Especially after Trump himself has slipped that he is determined to keep the country under his tutelage “until there is a reliable transition”, a process for which doesn’t seem to trust in María Corina Machado. What happened in Venezuela has, however, shaken some chords that go far beyond America. The main one is probably related to Greenland. Trump wants the US to control the island, crucial for its geostrategic value and mining resources. That’s nothing new. He has said it on many occasionsbefore even being sworn into office. Saturday’s campaign, however, gives a new veneer to that claim, especially because there are those who already warn that the US has shown that it is willing to ignore international law. Click on the image to go to the tweet. “SOON”. The above would be enough to rock the diplomatic waters around Greenland, but Trump himself (and his entourage) have taken it upon themselves in the last few hours to make it clear that they are not giving up on Greenland. The first message in that direction was sent on Saturday by podcaster ultraconservative Katie Miller, who posted a tweet in which it showed a map of Greenland colored with the US flag and a message as simple as it was resounding: “SOON”, ‘soon’. The tweet, which has more than 28 million views, caused a stir because Miller is not a simple influencer from the republican and MAGA sphere. During the Republican’s first term she played a relevant role in the Department of Homeland Security and today she remains the wife of Stephen Milleran influential figure within Trump’s White House team. Hence, Denmark has given special relevance to his tweet. Just a few hours after Miller published it, the Danish ambassador to the US, Jesper Moller Sorensen, he took it upon himself to respond by the same means (X) to make it clear that Washington and Copenhagen are allies and Greenland is already integrated into NATO. “We expect full respect for the territorial integrity of Denmark.” “We need it”. Miller hasn’t been the only MAGA voice to speak out about Greenland. In case there were still doubts about the White House’s position, Trump himself has also done so. On Sunday, in an interview with TheAtlantic, The Republican made it clear that his aspirations for Greenland remain as strong as a year ago, if not stronger. In fact, far from softening the tone after the multiple frictions With Denmark, Trump has been gradually raising the tone. During the interview The Republican insisted that he will not give up the island and recalled that right now it is “surrounded by Russian and Chinese ships.” “We need Greenland, without a doubt. We need it for defense,” he emphasizedblunt. Just words? That is the unknown that remains after what happened on Saturday in Venezuela, a powerful military deployment that resulted in the capture of Maduro and that some experts and countries They see it as questionable from a legal point of view, if not directly contrary to international legislation. In the case of Greenland, the US has not only limited itself to sending messages. TO end of december Trump appointed the governor of the state of Louisiana as the US special envoy for Greenland, a decision that caused discomfort in the Danish Executive. The chosen one, Jeff Landry, is not just the governor of Louisiana. He is also a MAGA ally who, having recently assumed his position as special envoy, proclaimed in X that their goal is for “Greenland to be part of the United States.” Click on the image to go to the tweet. “Enough of the insinuations”. Trump and his entourage are not the only ones who have raised their voices to talk about Greenland. On this side of the Atlantic it has also done so (and with increasing forcefulness) Denmark itself through his Prime Minister, Mette Frederiksen: “I have to say this to the US: there is no point in talking about the need for the US to take over Greenland. I strongly urge you to stop threats against a close ally.” His voice joins that of Ambassador Moller Sorensen, who remembered in X that Greenland is already part of NATO, so it is integrated into the same defensive alliance as the US. More resounding It has even been the Prime Minister of Greenland, Jens Frederik Nielsen: “That’s enough. Enough pressure. Enough insinuations. Enough fantasies of annexation.” A recent survey has revealed that 85% of Greenlanders They do not want their island to integrate into the United States. The new Monroe Doctrine? As remember Financial TimesTrump himself has slipped that the Venezuela operation goes beyond that nation and is framed in a broader concept of “hemispheric defense” that reinforces Washington’s role in the American continent. Against this backdrop, Greenland finds itself in a complex position: it is geographically located in North America, but administratively and politically linked to Denmark. The picture is also completed with its important geostrategic role and mining wealth, which opens a … Read more

how to use it to see which ones are activated in real time in Spain

Let’s tell you how to use the V-16 beacon map with which you can see in real time all the ones that are activated in Spain. As of January 1, 2026, V-16 beacons They are mandatory in Spain, so that if we have an accident or breakdown we can activate them and so that the DGT signs on the roads notify the rest of the cars of our position. But you can also check the data sent by the beacons in real time with a map. It is not about DGT mapbut from a third party that uses public data from official sourcesalthough it does not seek to replace official traffic information warnings or assistants. It is also not a map linked to any specific brand of beacons, and shows all those that have been activated at any given time. It is, therefore, an information tool created by an individual. See activated beacons in real time To access the V-16 beacon map you have to enter the website Mapabalizasv16.es/#mapa. This will take you to a map of all of Spain, including the archipelagos, and you can navigate through it and zoom in to see specific areas of the country. On this map, you will be able to see currently active beacons and those that were recently activatedso that you can have a context of current problems and others that have been recent. Also, at the top you will have a button to update it at any time. When you click on one of the active beacon icons (the ones that are on) or the recent ones (their icon is off), it will open a window with event information. You will be able to see what time it was activated, the road, the direction and the province and municipality. Additionally, in the window that opens you will also have buttons to open the exact location in a map application, and you will have a share button to send the incident to someone. In Xataka Basics | V16 beacon without eSIM or connectivity: what the DGT says about them from 2026

Samsung’s new way to compete with OLEDs without using organic pixels

Samsung has been building its own strategy for premium televisions for years based on avoiding traditional OLED and exploring alternative paths. First it was QLED, then Mini LED and, more recently and almost reluctantly, QD-OLED. At CES 2026, which has already kicked off, the South Korean firm has added a new milestone to that roadmap with the presentation of your first 130-inch Micro RGB TVa non-OLED technology, neither MicroLEDbut that seeks to differentiate itself by bringing the color directly to the light source. Samsung’s proposal is not just about a new type of panelbut of a strategic move to expand differentiate its premium television catalog beyond OLED, at a time when a good part of the industry is converging on very similar solutions. What is Micro RGB and why it is not just another LED In current LCD televisions, even the most advanced Mini LEDs, the backlight is based on a series of white or blue LEDs arranged in a matrix located behind an LCD panel in which different color filters are combined. The tMicro RGB technology breaks with that approach by changing those white or blue light LEDs for an array of micro-LEDs that directly emit reds, greens and blues independently, each of them with a size of less than 100 micrometers. That is, color is no longer generated by filtering and decomposing white light, but is emitted directly from tiny RGB bulbs located on the panel. This reduces light intensity losses, improves color purity and allows much more precise zone control of light, even though the image still passes through a conventional LCD panel. The result is a color volume much higher than that of traditional LCDs (Samsung claims that it offers complete coverage of the BT.2020 space used in the film industry), and a brightness capacity greater than that offered by OLEDs, which continues to be one of the strong points of LCD compared to organic technologies. Micro RGB vs. QD-OLED: two paths to the premium market The comparison between Micro RGB and OLED (in any of its variants) is inevitable, especially since Samsung already sells televisions QD-OLED like the S95F. At this point, the difference is not so much visual quality as technological approach. OLED and QD-OLED are self-emissive panel technologies, capable of turning off each pixel individually. This guarantees absolute blacks, extreme contrast and a uniformity that is difficult to match because the level of control over lighting is much more precise. Micro RGB, continuing to rely on a backlight system, cannot replicate that behavior: there is always some residual light, especially in very dark scenes, but the tiny size makes that lighting control has improved a lot compared to the MiniLED and even the Micro LED. In exchange, Micro RGB eliminates the risk of burn-in inherent to OLED screens, allowing a higher level of brightness to be achieved and offering greater long-term stability. These are relevant advantages in very large televisions, in intensive use or in bright environments, where OLED continues to have physical limitations, although its performance has greatly improved with the latest generation panels. More than a replacement, Samsung presents Micro RGB as a second premium path, parallel to QD-OLED, with different strengths and aimed at different audiences and formats. One of the challenges of Micro RGB is to manage thousands of RGB emitters efficiently. To this end, Samsung has announced at CES the development of new processing engines such as Micro RGB AI Engineresponsible for analyzing the image in real time and adjusting brightness, color and contrast by area in these new panels. This advanced processing seeks to minimize classic LCD effects such as blooming and improve detail in shadows, without promising absolute blacks of a self-emissive panel. It is a clear example of how the leap in quality no longer depends only on the panel, but on the electronics that govern it. From 130 inches to the living room: the challenge of scaling Samsung already presented in 2025 a television with this technology with a diagonal of 115 inches, but at CES 2026 it has taken a step further in the development of Micro RGB panels, growing to 130 inches. This giant screen format It works more like a technological showcase of the potential of Micro RGB technology with which Samsung gains muscle demonstrating that already in its first panel versions it is capable of reaching sizes where OLED cannot reach, but it is not the final destination of the technology. Samsung has made it clear that its intention is to bring Micro RGB to smaller sizes starting at 55 inches throughout 2026, something that fits with its differentiation strategy compared to other manufacturers focused almost exclusively on OLED. Here appears the main obstacle: the cost of production. As it is a new technology, with high precision RGB micro-LEDs and complex assembly processes, manufacturing a Micro RGB panel is more expensive today than producing a conventional OLED, even than the QD-OLEDs found in the brand’s S90 range. So that Micro RGB has a real commercial journey in household sizes (between 55 and 77 inches), Samsung needs to make manufacturing cheaper and simplify processes. Only then will it be able to compete on price with high-end OLED and Mini LED, something that will not happen immediately. A strategy to not depend on a single technology As its implications are analyzed, Micro RGB fits as part of Samsung’s broader strategy: not to rely on a single panel type in the premium segment. Samsung already competes in QD-OLEDmaintains a strong position in Mini LED and now adds a third option that combines brightness, color volume and scalability in size. Micro RGB does not seek to dethrone OLED, but rather to occupy its own space between premium LCDs and OLED technologies. If Samsung manages to reduce costs and move this technology to smaller sizes, it will not only change its catalog, but also the current balance of a market that seemed to have opted almost entirely for the new advanced OLED technologies. In … Read more

OpenAI, Google and Anthropic fight among themselves. Samsung fights everyone else elsewhere

Samsung has presented at the CES 2026 its “AI philosophy,” a grandiloquent concept that sums up its strategy: using its 430 million SmartThings users as moat (or ‘defensive moat’) against the invasion of AI in homes. Why is it important. OpenAI, Google and company remain focused on announcing the most powerful model. There is little to do against them on that side if you haven’t been doing it for years, so Samsung is playing something else that is not about winning the algorithm war, but about controlling where those algorithms live. SmartThings is not just an app. It is a platform Matter compatible that connects hundreds of millions of devices already in homes around the world. That means Samsung can add AI to products people already use, without asking them to buy anything new or change their habits. Others have to convince you to put a smart speaker in the kitchen. Samsung already has your refrigerator, your television, your washing machine and your vacuum cleaner. And everyone talks to each other. Between the lines. Samsung’s “AI philosophy” seems, above all, a response to Amazon with its Alexa+. Both proposals have things in common: they understand that if AI models tend to commoditize (to be technically equal until they are not easily distinguishable), the value is in who has the speaker in your kitchen, the TV in your living room and the refrigerator that knows what you eat. Samsung has been building that ecosystem for years and now it is activating it for something else. Implementation makes the difference: Family Hubwith AI and Gemini vision, recognizes what you put in and out of the refrigerator, suggests recipes and connects with other appliances. It’s real tracking so that when you ask yourself “what can I make for snack-dinner?”, the system suggests recipes based on what you have, not on an inventory you made by hand three weeks ago. Vision AI Companion It recognizes what you’re watching on TV and suggests recipes if food appears on the screen. Then send that recipe to the Family Hub in your refrigerator, which checks what ingredients you have and tells you what you’re missing. If you decide to cook it, send the instructions to the oven so that it is preheated to the exact temperature. AI Soccer Mode Pro Automatically adjusts image and sound when it detects that you are watching football. You can turn up the audience volume, turn down the commentators, or balance both. It’s AI applied to something as specific as “I want to enhance the field atmosphere” or “I want to prioritize the narrator’s voice.” It is perhaps not as attractive an approach as the war of chatbots that are increasingly capable of more, but maybe (just maybe) it will end up being more profitable. And something else: SmartThings as a Matter-compatible standard. That expands the potential ecosystem far beyond Samsung’s own products. Yes, but. There are two weak points in that strategy: Samsung depends on third-party models. Gemini is your main partner, also for the home, for the smart component. If the models run out commoditizingwe will have to compete on price. And in the price war there always appears a Chinese manufacturer willing to go lower. privacy. An ecosystem that knows what you eat, what you see, when you sleep or how you move is also an ecosystem that can monetize that data. The last threat It’s called Dreame. and there is a red flag On that second point: Samsung has announced an agreement with the insurer HSB to give discounts on home insurance in exchange for connecting home appliances to SmartThings. That is, saving some money in exchange for handing over your behavioral data. As what we already saw with health insurance and wearables. It’s a double-edged sword: if your behavior reduces your premium, it can also increase it. Or directly invalidate coverage. The bet. If it works, Apple will speed up with Home (previously HomeKit), Google will push with its Nest and Amazon will double down with Alexa+ and Ring. The battle is no longer for the best language model. It’s because more devices in more homes capturing more data. Samsung has been losing ground in mobile phones for years fruit of Apple’s clamp in premium and Chinese manufacturers in price. Also against LG in some appliances not to mention Chinese baking for the home. But in the sum of connected devices per home, it does not have so many rivals. That is its trump card: converting the fragmentation of its catalog into the advantage of its ecosystem. The question is whether consumers will give up control of their home in exchange for convenience. The answer determines whether Samsung ends up being the silent winner of the AI ​​era or simply the maker of gadgets that run other people’s intelligence. In Xataka | I would never have imagined answering a call from the washing machine. Until I tried the latest from Samsung Featured image | Screens even in washing machines and appliances that talk to each other: this is how Samsung imagines the future of the connected home

Five ideal accessories to get the most out of your super-automatic coffee machine

If you have already changed to one super automatic coffee makerLeaving your capsule or Italian coffee maker behind, you can maximize it and make a good cup of coffee. Below we offer you a selection with some accessories What can you buy for yourself? new coffee maker and they will be very useful to you. silicone mat If there is a cheap accessory for your super-automatic coffee maker that can come in handy, it is this one. silicone mat. At first glance, it may seem like a very simple element, but it is very useful, mainly to dampen the vibration of the coffee maker. But this cheap accessory is not the only thing for this. Another of its functions is to protect the kitchen counter from coffee stains, for example. It is easily cleaned and the measurements of this mat are 46 x 28 cm. The price could vary. We earn commission from these links Purivita Descaler Although it is true that the vast majority of super-automatic coffee machine models come with automatic cleaning programsthis product can be very useful for you. It’s about this liquid Purivita descaler of 500 ml. Is Compatible with all brands of coffee makers on the marketboth capsules, filter, espresso and super-automatic. It is very easy to use and if there is something that this descaler stands out for, it is because it has a color indicator integrated into the liquid. PURIVITA® Universal Descaler for Coffee Machines (500 ml) The price could vary. We earn commission from these links Set of 23 Y-Step coffee accessories Although the first two accessories that we have presented to you were designed more for the maintenance of the coffee maker, this one set of 23 Y-Step accessories is ideal for make the best cup of coffeecomparable to one in any cafeteria. As we have already indicated, it comes with 23 accessories to surprise everyone with the best coffee at home. Comes with a 51mm coffee tamper (with mat), barista towel, coffee stirring spoon, pen latte artmilk frothing jug and 16 decorative stencils. All accessories are made of wood and stainless steel. Y-Step Set of 23 Coffee Tampers The price could vary. We earn commission from these links Pack of four barista brushes Although super-automatic coffee makers are designed so that there is not much left coffee powder in filtersit is always inevitable that some remainder remains. Therefore, a good accessory for the coffee maker can be this pack of four barista brushes. Thanks to this pack of brushes you can avoid the accumulation of dust (and subsequent problems in your coffee maker). Thanks to them you will be able to eliminate dust without damaging any part of your coffee makerenjoying the full body, aroma and flavor of the coffee you prepare for much longer. 4 Piece Barista Brushes The price could vary. We earn commission from these links Coffee Tampering Station If you already want to become a coffee expert and take the barista experience to the highest level, this coffee tampering station It’s the one you need. It is a 3 in 1 station and is made of woodthus combining perfectly in any kitchen. This is a very stable and durable station, which does not crack or deform easily. Has five custom holeswhich allow you to place 51 to 54 mm filter holders, as well as cleaning brushes and coffee spoons. After use, it is easily cleaned with a damp cloth and it is recommended to keep it in a dry and ventilated place. Fleymu Coffee Tampering Station 51|54 mm The price could vary. We earn commission from these links Some of the links in this article are affiliated and may provide a benefit to Xataka. In case of non-availability, offers may vary. Images | Freepik, Yolococa, Purivita, Y-Step, Bztzhm and Fleymu In Xataka Selection | Best power banks to charge your mobile phone: which one to buy and recommended external batteries In Xataka | Fast chargers for your mobile phone or tablet: best models to buy for their power and safety

The “apocalypse” of snow and cold that awaited us for Reyes is going to be much less so

The Three Wise Men, in addition to bringing us gifts (or some coal) have also brought the arrival of winter in Spain for the first time this year. Storm Francis has turned the first Monday of the year into a logistical and meteorological challenge for many, with white prints in inland capitals, and plummeting temperatures to values ​​that we have not seen for months. And the truth is that there are still some hours of great instability. A white map. The images we are seeing this Monday are undoubtedly impressive with Madrid capital with snow, snow plows on the main roads of the country like the A4 or the A6 and also with the cathedral of Segovia covered in a layer of white. Something that It is also accompanied by significant rainfall in the south of Spain.mainly affecting the province of Malaga, which activated yesterday a red alert. If we focus on the snow, during the last hours accumulations of up to 10 cm have been recorded in 24 hours in the Central System environment. Something that is accompanied by snowfall in other places that are common and are located at a high altitude. Less than expected. In the previous days, it was expected that these snowfalls would be much more intense, equating it in many cases with a Filomena 2.0. But in the end it has remained in more localized snowfalls at high levels and at the lower levels they have not been as relevant as what was reported in previous days. The same thing happened in previous days, where a New Year’s Eve covered in white was expected but in the end it did not happen. It is not a model of models. This meteorological change can be attributed to the fact that the prediction models are useless, but the reality is that they work quite well, as explains an AEMET researcher in X. The problem is that the use we give to these models is not the most appropriate, since all the catastrophic news of significant snowfalls come out within several days, and the reality is that the uncertainty here is very high. To have real data on what may happen in our country, we have to wait until we are closer to the specific date to have a prediction that is close to the reality that we are going to experience. Impact on mobility. In this way, if we look at the rainfall that has fallen on the roads, we find complications when traveling, or even impossible being cut, especially in Andalusia. But also effects on the railways, suffering interruptions, for example the line between Cercedilla and Segovia due to the accumulation of snow on the tracks. Some cold rides. With these meteorological events, all eyes are on what will happen with the traditional parades of the Three Wise Men that take place in different parts of Spain throughout the afternoon of this January 5th. In some locations already have had to be canceled due to the risk of precipitationand in other places they have been brought forward to this Monday morning, as has happened in the capital of Granada. What the AEMET points out is that the course of the parades will be marked by a significant drop in temperatures. They emphasize especially the northern, central and eastern areas of the peninsula, where temperatures below zero are expected at 8:00 p.m. And even in the areas of the Cantabrian Sea and the southeast of the peninsula they could be covered in snow or water. The forecast on January 6. For those who want to enjoy the holiday, on Three Kings’ Day, Storm Francis will tend to weaken. This will make them wait residual snowfall centered on the Cantabrian Mountains, the Pyrenees and northern mountain areasbut the intensity on the Plateau will decrease drastically. But the important thing is that even if the snow stops falling, the cold doesn’t go away. Temperatures will remain below normal, meaning the risk of extreme nighttime frosts will remain, turning accumulated snow to ice. This will mean that caution must prevail when traveling by road, especially in the early hours of the morning. Why now. Storm Francis is not an isolated phenomenon, but the result of a channeling cold arctic air over the Peninsula. While a more conventional trade wind regime dominates in the Canary Islands, the interior of the peninsula is trapped in a pocket of cold air that interacts with Mediterranean humidity. This explains why, in addition to the snow in the interior of the peninsula, we are seeing intense rains in the area of ​​Alborán and eastern Andalusia, where the snow level is higher, but the volume of water is being very significant, as we have commented previously. In Xataka | The “tropicalization” of the atmosphere is going to change Spain and not exactly for the better

For 150 aircraft to bomb Venezuela, the US used one of the most lethal tactics of the war: gunboat diplomacy

Long before the hundreds of aircraft, missiles, drones and special forces came into play, the United States had already begun to move pieces throughout Latin America and the Caribbean. While international attention was focused on Venezuela, Washington was weaving an accelerated network of military agreements with Paraguay, Ecuador, Peru, Trinidad and Tobago and other countries in the region, expanding access to airports, deploying troops “temporary” and authorizing operations armed under the umbrella of a renewed “war on drugs.” The tactic, in fact, was born in the 19th century. An escalation announced. It we count before the end of last year: the timing and magnitude of these pacts they did not go unnoticed for analysts, who interpreted them as the deliberate creation of a regional logistics infrastructure capable of sustaining a prolonged military operation against Caracas. Under a rhetoric that mixed drug trafficking, hemispheric security and regional stability, the real objective seemed much more classic: to surround Venezuela, isolate it diplomatically and make it clear that US military power was not only willing, but physically prepared to intervene. In this context, Caracas’ warnings to its neighbors and the growing concern in Latin American capitals reflected a familiar feeling: that of once again being the “backyard” of a power that did not ask for permission. The qualitative leap. The point of no return has arrived with the military operation which culminated in the capture of Nicolás Maduro and his wife in Caracas. From Mar-a-Lago, Trump not only celebrated the audacity and violence of the operation, but also verbalized something even more significant: the United States was not simply overthrowing a leader, but was arrogating to itself the right to “direct” Venezuela for an indefinite period, dictating key political and economic decisions and recovering, according to his own storythe control of oil resources that he considered “stolen” from American companies. The rhetoric carefully avoided words like occupation, but while the word “democracy” has not once left Washington, “oil” has been repeated dozens of times, so the substance was hard to hide: a tutelage imposed under threat of a military “second wave” if the new power did not obey. The image of an armada off the coast, ready to intimidate both Caracas and other governments in the region, marked the explicit return to a logic that many believed buried after Iraq and Afghanistan. Trump oversaw US military operations in Venezuela, from the Mar-a-Lago Club in Palm Beach, Florida, on Saturday, January 3, 2026 Gunboat diplomacy. Also called gunboat diplomacywas born in the 19th century as a brutally direct form of foreign policy: sending warships off the coasts of weaker countries to force political concessionscommercial or territorial without the need for a formal war. Powers such as the United Kingdom, France and the United States used it systematically in Asia, Africa and Latin America, turning the mere naval presence into an instrument of coercion. In the American case, this doctrine was intertwined with the Monroe Doctrine and his later reinterpretationlegitimizing military interventions, temporary occupations and regime changes under the premise of protecting national interests in the Western Hemisphere. If you want and from that perspective, the attack on Venezuela is not a historical anomaly, but a technological update of that same pattern: where before there were gunboats, today there are aircraft carriersdrones, special forces and economic sanctions, but the logic is identical. Military force does not act as a last resort, but as a political message itself, designed to discipline a particular government and warn all others. Map of US attacks against Venezuela An echo of interventions and their consequences. Latin American history is full of examples that help contextualize this movement. From the war with Mexico in the 19th century until the Banana Wars of the 20th, passing through the supported coups d’état During the Cold War, the United States has intervened dozens of times to shape like-minded governments or curb rival influences. Trump himself has claimed figures as William McKinleya symbol of an era in which territorial expansion and access to resources were considered legitimate expressions of national power. But they remembered yesterday in the New York Times that these interventions rarely produced lasting stability. They often left fractured societies, legitimized dictatorships and deeply damaged the American reputation, a legacy that strategic rivals today exploit. like china to present themselves as less intrusive (although not necessarily more benign) alternatives. The perfect operation and the subsequent vacuum. From a military point of view, Maduro’s capture was a demonstration extreme precision: months of surveillance, an exact replica of the target to rehearse the assault, selective blackoutscoordinated airstrikes and special forces breaking into the heart of Caracas in the middle of the night. But the tactical success contrasts with the strategic uncertainty which opens later. Who will really govern Venezuela? How will your armed forces react? What happens if a future election contradicts Washington’s interests? There is no doubt, these questions evoke familiar ghosts of “eternal wars” and covert occupationsexactly what Trump had promised to fight against. Hence that “gunboat diplomacy”no matter how modernized it is, continues to suffer from the same problem as it did more than a century ago: it is effective at imposing fait accompli, but terrible at managing long term consequences. The past with weapons of the future. Thus, the attack on Venezuela does not represent a doctrinal innovation, but rather a conscious return to an ancient way to exercise powercovered with 21st century technology. Instead of multilateral negotiations or classic diplomatic pressure, the United States has opted for a direct show of force, combining capture of leaders, control of resources and an intimidating military presence throughout the region above any international law. It is, in essence, the gunboat diplomacy elevated to an industrial scale: faster, more precise and media-intensive, but equally fraught with risks. History suggests that its effects will not be measured in days or weeks, but in decadesand that Latin America, once again, will be the stage where it is tested if the past can really be reused … Read more

We are entering a new era of robotics driven by AI and Disney is its perfect showcase

For decades, Disney has been a pioneer in bringing its characters to life through animatronics, an already classic part of its theme parks that gives them that ‘magic’ that dazzles children and not so children. However, for some time now they have been working on going further with the help of the latest advances in robotics and AI so that the experience ends up being even more authentic. For this reason recently announced that Olaf, the little snowman from the Frozen franchise, would arrive in its parks as the first completely autonomous robotic character. As the company announced, Olaf will debut in the parks of Hong Kong and Paris during 2026. The interesting thing is that here we are not talking about a simple automaton, but rather its engineers have applied reinforcement learning and used the latest advances in robotics to accurately replicate the character’s movements. Olaf’s internal parts A controlled scenario. The robotics that coexist with us beyond experimentation have traditionally been anchored to functional and specific objectives, from industrial robots to quadrupeds that traverse complex terrain. Disney knows that there is a niche where they can take advantage of the capabilities of this technology to ‘give life’ to their characters and, how could it be otherwise, continue selling tickets to their parks. In this sense, theme parks become perfect settings for experimentation and development of advanced robotics, since they are controlled environments where robots can interact with thousands of people every day, learn from those interactions and perfect their behaviors, always with supervision. The technical challenge that Olaf poses. According to the paper published by Disney Research Hub (and the interesting video published on his channel), creating Olaf posed certain problems. The character has a huge head supported by a tiny neck, small feet with no visible legs, and a walking style that does not respect real physical laws. To solve this, the engineers designed a system of asymmetrical legs (one inverted with respect to the other) hidden under a polyurethane foam “skirt” that simulates its snow body. This skirt not only conceals the internal mechanics, but absorbs impacts and allows for recovery steps without breaking the visual illusion. Reinforcement learning scheme that applies policies to modify your behavior Just like they explain To the engineers responsible for its development, each facial joint, from the eyes to the jaw, is controlled by spherical and flat mechanical links that allow for full expressiveness while keeping tiny actuators hidden beneath the disguise. The key: thereinforcement learning. Instead of manually programming each move, the team trained Olaf using reinforcement learning guided by reference animations created by artists. According to explained Kyle Laughlin, senior vice president of Walt Disney Imagineering, told Variety “a process that used to take years can now be done in days and weeks.” Laughlin account that the system generates millions of simulations where the robot learns to walk, maintain balance and emulate gestures exactly as a child learning to move would do. But it’s not just about walking, since the AI ​​must also capture that spark of personality that makes the character recognizable. And for this, those responsible explain that specific rewards were used that rewarded the precise imitation of the original animated cycle. Noise and temperature. Two technical obstacles that threatened to ruin the robot’s credibility. On the one hand, the sound, since the robotic steps were too mechanical and noisy. According to they count Those responsible introduced an additional reward during training that penalized sudden changes in the vertical speed of the foot when touching the ground. In this way they managed to reduce the average noise of each footfall from almost 82 dB to just 64 dB, all without significantly compromising their gait. The second problem was overheating. And its thin neck houses small actuators that must support the weight of its large head, also covered by an insulating suit. The solution involved feeding real-time temperature data to the AI ​​system using a thermal model integrated into the simulation. Thus, when the actuators approach the 80°C limit, the system subtly adjusts the posture to reduce engine torque before any damage is done. A collaborative ecosystem accelerated by Newton. Behind the technological leap is Newton, a physics engine jointly developed by NVIDIA, Google DeepMind and Disney Research announced during GTC 2025 last March. “This is how we are going to train robots in the future,” counted Jensen Huang himself, CEO of NVIDIA, at the last GTC conference showing the technology. Newton allows you to accurately simulate how robots interact with deformable objects such as fabric or food, something crucial for costumed characters like Olaf, and is designed to integrate with MuJoCo, the physics engine already used by Google DeepMind to simulate complex joint movements. From BDX to Olaf. The Star Wars-inspired bipedal BDX droids, which debuted in Galaxy’s Edge in fall 2023 and have since appeared at events like SXSW or even filming scenes for the upcoming “Mandalorian and Grogu“, were Disney’s initial step towards this technology. According to Laughlin, the company has “a solid roadmap” to deploy more autonomous characters with greater expressiveness and interactivity in theme parks and cruise ships. This idea is foreseen in the plan announced by Disney for invest 60 billion dollars over the next decade on new attractions. Valuable data. The arrival of this type of technology to its parks It also provides them with reusable infrastructure. And the techniques used in Olaf, such as the compact asymmetric design, its thermal systems or its control based on acoustic reduction, can also be applied to future characters with equally strange morphologies. In addition, it must be taken into account that the robots would operate daily under the public eye at all times, something that becomes an advantage, since each interaction generates valuable data on how to improve their behavior. In the face of what seems to be an imminent arrival of new humanoid robots powered by AI, Disney can end up being a very profitable customer in this new era … Read more

We analyze on video what is really happening

From time to time, the technology sector enters a phase of turbulence that breaks the apparent normality of the market and forces us to take a closer look at how the supply chain, industrial priorities and the balances between supply and demand. The most recent example that many remember is that of cryptocurrency mining, that for years stressed the graphics card market to the point of turning them into a scarce commodity and prohibitively expensive for many players. Now the focus has shifted to another key component: RAM. The increase in the cost of the modules begins to be clearly noticed and, as usually happens in these cases, the inevitable questions arise. What exactly is happening, where does this problem come from and if there are signs that allow us to think about relief in the short or medium term. To try to answer all this, we have published a new video in the Xataka YouTube channel in which our colleague Francisco Franconi explains this scenario calmly and in context, trying to explain what is behind a crisis that cannot be understood just by looking at the final prices. The piece is integrated into the set of content that we regularly publish on the channel, with formats such as 24/7the series Domotize or die trying, Science and Apart and reports that explore technology from very diverse angles. We are in a RAM memory crisis, now what? The starting point of the video is a broader photograph of the moment that the technology industry is experiencing. Francisco introduces the topic with a piece of information that helps to understand the background of the problem: “It is evident that 2025 was the year of AI. Projects like Stargatewhich has the purpose of investing 500 billion dollars for the development of artificial intelligence in the United States, are a sample of the economic interest that exists around this technology.” From there, the question arises almost naturally: what relationship does this rise in artificial intelligence have with RAM? The video explains how data centers, the backbone of this new technological wave, depend on three essential components, and RAM is one of them. Analyzing the role played by the rest of the pieces not only helps to understand the current crisis, but also opens the door to thinking about whether we could be facing similar tensions in other components in the not-so-distant future. Francisco goes one step further and dismantles an idea that is often taken for granted. “High demand for components alone does not trigger prices“, he points out, before delving into the specific factors that are turning the current artificial intelligence boom into a real headache for the RAM memory market. This analysis also includes some of the large companies that are decisively influencing this movement, helping to understand why the problem is neither specific nor easy to solve. The video also reserves space for a more technical explanation, addressing the different types of RAM and the differences that are key to understanding this crisis. This technical context allows us to connect two worlds that often seem separate: that of large language models and that of users who want to assemble a PC in pieces and find that this technological ambition ends up having a direct impact on their pocket. In the final section, Francisco puts on the table the question that many are asking: how long can this situation last. “Some estimate that price increases will be constant for the next 6 months, others talk about increases until 2027,” he explains, before closing with a series of reflections that help set expectations and understand what to expect from the market in the coming years. We invite you to see the full video on our YouTube channel and share your opinion both there and in this article. Images | Xataka In Xataka | In the midst of the RAM memory crisis, Samsung takes a leap with its HBM4 memory. It does not imply good news for the pocket

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