There is an unexpected victim of the rise in RAM memory prices: the very modern connected cars

Which what’s happening with the RAM memories is making one thing clear: the best time to buy memory modules is yesterday. The price increase is so extraordinary which is already affecting other classic components of our PCs such as SSD units or graphics cards. However, the crisis that these components are generating goes further. Much further. Data centers devour memory. The AI ​​fever, we already know very well, has generated a voracious hunger not only for cutting-edge AI chips, but also for RAM and HBM memories that accompany these chips. As indicated in The Wall Street Journaldata centers (both conventional and those dedicated to AI) will consume more than 70% of the high-end memory chips that manufacturers produce in 2026. And if they could take more, they would take them. This is not (only) about PCs or mobiles. It is evident that the first affected by this problem are conventional desktop and laptop computers, as well as our mobile devices. Hundreds of millions of them are sold every year and they all have a certain amount of RAM that is now more expensive than ever. The shock wave is already causing other components such as SSD drives or graphics cards affected, but in reality memory chips are everywhere. And above all, in one. From TV to car. The frenetic rise in memory prices is certainly going to affect other segments that we had not thought about soon. Of course it will do so on other consumer electronic devices, and this certainly includes Smart TVs, which They have their own processor, memory and storage to offer us its functions. But the problem may be even more critical for cars, which for years were already computers with wheels and which are now even better and more powerful computers (and with more memory) with wheels. Memories of all kinds. Although car electronic systems have traditionally used RAM, the latest in most cases was not needed. But that was in the cars of a few years ago, because the arrival especially of the electric car and the fever for screens in our vehicles has made these needs different. Now our cars need various types of memory, but in some cases those modules are as good (or better) than the ones we have in our cell phones and computers. The ECUs. A modern car makes use of so-called ECUs (Electronic Control Units) for issues such as controlling the transmission, the airbag system or the engine itself. It is normal for them to have between 50 and 150 of these control units or microcontrollers, and almost all of them contain RAM for temporary data and a ROM for firmware and software. Infotainment systems. The most obvious component that surely comes to mind as that “car computer” is the infotainment system, which usually consists of a touch screen, navigation functions, support for CarPlay and Android Auto systems, and voice assistants. Although in many cars these systems use 1 GB or 2 GB of DRAM memory, there are more modern cars that They reach 4 GB and even 8 GB of LPDDR4 memory. And if we talk about some manufacturers like BYD or NIO, there are models in which They use 16 GB of LPDDR5 memory. The Ford SYNC 5 system, for example, is based on a Qualcomm SoC with 16 GB of RAM. Driving assistance requires memory. In addition to these components, there are others that also require the use of RAM. Advanced driving assistance systems (ADAS) allow you to activate functions such as adaptive cruise control, lane keep assist, automatic emergency braking or parking assistant. And to achieve this they use RAM with high bandwidth, which allows working with real-time images and processing of sensor signals. Samsung knows this well and in fact manufactures modules specifically oriented to this market. Tesla’s well-known autopilot hardware, Hardware 4 (currently used) makes use of 16 GB of RAMFor example. Micron already warned. In December 2023 Micron already indicated that “a car needs more memory than a (space) rocket.” The firm, an absolute protagonist in the field of RAM memory module manufacturing, indicated how in 2023 the average vehicle used 90 GB between RAM and NAND, but in 2026 that figure was estimated to be 278 GB and would reach 2 TB in high-end vehicles. That was good news for it and other manufacturers, and even then it pointed to how “generative AI is transforming automotive.” What they probably didn’t realize is that this revolution was going to need many data centers, and those data centers were going to need a lot of memory. And this is where we are. In Xataka | “Not a phone, it’s a car”: Volkswagen believes that screens in cars are going too far

The fundamental trick to perfectly control the car’s temperature is a (not) forgotten button on the dashboard

Although with the fury of bringing screens to cars There are fewer and fewer buttons, we still find a lot of old-fashioned controls scattered around the steering wheel and the dashboard of the car. However, there is usually a small element (sometimes shaped like a circular knob, which may or may not protrude) that usually looks like a button that goes unnoticed due to its location: it is far enough away that it cannot be easily operated. Spoiler: if you touch it nothing happens. And nothing happens simply because it is a solar sensor or solar load sensor (if we get more technical, a phototransistor), a piece little known to the general public but of great importance as it is the element that the automatic air conditioning uses to regulate the temperature correctly. It is essential to control the temperature of the car More specifically, is located at the bottom of the dashboard and in the central area, attached to the front window. It usually has the speaker grille or the air outlet grille nearby to defog the window. Hence it neither looks good nor is it comfortable to touch. That position makes all the sense in the world: it is one of the best areas inside the cabin to capture sunlight from outside. Precisely the reason for the sensor, since the sunlight that enters a car can reach represent up to 60% heat load that the air conditioning system has to overcome in the search for comfort. A good everyday example: the temperature difference between parking in the same place on a summer day when the sun is shining overhead or doing so at night or when it is cloudy. This solar load sensor It is actually a photodiode which measures the intensity of solar radiation in order to be able adjust climate controlwhich includes the heating, ventilation and air conditioning system. On that hot day in the example, the air conditioning will have to work as hard as possible to cool the cabin as soon as possible. But if it’s night or cloudy, you won’t need to blow as hard. At a technical level, its mechanism is simple: the photodiode moves in an operating range between 0 and 5 Volts, offering more resistance as the light intensity increases, so that the sensor signal decreases as the solar load increases. This signal is what then reaches the control, which gives orders to the system to adjust the speed and intensity. The solar load sensor is not the only one responsible of the operation of the air conditioning, since the vehicle integrates more sensors such as the sensor to measure the interior temperature. And they also have other sensors to turn the lights on or off or configure the mode of the screens and dashboard depending on the exterior lighting. By the way, in some cars there is not only one solar charge sensor, but there are two, one on each side of the dashboard and in that same area adjacent to the front window: they are models that have dual zone air conditioning. In Xataka | The triangles on the plane window are not for decoration: they are a quick way to check that the flight is going well In Xataka | Few people know what the red balls on high-tension cables are for: they are a simple way to save lives Images | Skoda, Opel and SEAT

The best technology offers at El Corte Inglés, today January 24

El Corte Inglés has launched one of its best campaigns and it will be available until tomorrow, Sunday. In it Save VATthere are many discounts, so in this article we are going to review the best technology deals that are found both in said campaign and in individual offers. Garmin Fenix ​​7 Pro Solar Sapphire by 454.51 eurosa very complete sports watch that has solar charging. Samsung The Freestyle (2023) by 429 eurosa smart projector with WiFi that stands out for its portability. Sony WH-1000XM5 by 198.99 eurosone of the best Sony headphones. nintendo switch 2 by 479 eurosa console pack that includes a video game. Oppo Find X9 by 825.57 eurosa mobile phone with a 7,025 mAh battery. Garmin Fenix ​​7 Pro Solar Sapphire For the most sporty and demanding of smart watches, the Garmin Fenix ​​7 Pro Solar Sapphire has dropped in El Corte Inglés to 454.51 euros. It is a solar-charged sports smartwatch that comes with a huge assortment of sensors and sports activities; such as skin temperature or heart and respiratory rate sensors or activities such as multisports and indoor and outdoor running. Garmin Fenix ​​7 Pro Solar Sapphire The price could vary. We earn commission from these links Samsung The Freestyle (2023) If you love watching movies and series and are looking for a different experience than what the television gives you, in the store we can find the Samsung The Freestyle by 429 euros. We talk about a smart projector with WiFi and Bluetooth connection whose operating system is Tizen. It is quite compact and also incorporates a microHDMI port. Samsung The Freestyle (2023) The price could vary. We earn commission from these links Sony WH-1000XM5 If we go to the territory of Bluetooth headphones, right now we can find the best offer in the Sony WH-1000XM5 in its version with a soft carrying case, the price of which is 198.99 euros. It is one of the best headphones of the brand, they have a very good active noise cancellation and its battery is excellent. Sony WH-1000XM5 (soft case) The price could vary. We earn commission from these links nintendo switch 2 The Nintendo Switch 2 has received many offers in recent months and, although the one El Corte Inglés has right now is not the best, it is attractive because it is the pack with ‘Mario Kart World‘. Its price is 479 euros and it remains above the console without a game which, in this case, costs 469.90 euros. In this way, we could say that the video game would cost us 9.10 euros. Nintendo Switch 2 + Mario Kart World The price could vary. We earn commission from these links Oppo Find X9 Although we have one of the best telephone offers in the Google Pixel 10 (630.46 euros), is not too far from the price we have been seeing in recent weeks. Therefore, it is more attractive Oppo Find X9 that, for 825.57 euroswe are talking about a mobile with 7,025 mAh batteryMediaTek Dimensity 9500 processor, 512 GB of internal storage and an excellent 6.59-inch panel with 1.5K resolution. Oppo Find X9 (12GB, 512GB) 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 | El Corte Inglés and Compradicción (header), Garmin, Samsung, Sony, Nintendo, Oppo In Xataka | Best wireless headphones. Which one to buy and 21 models from 15 euros to 470 euros In Xataka | Best home theater projectors. Which one to buy and five recommended models from 299 to 18,000 euros

The arrival of NVIDIA processors is imminent and brings 8 laptops under its arm

When the river sounds, it carries water. And rumors of NVIDIA launching its own processors for home computers have been around since at least a couple of years ago. Well, the arrival of Jensen Huang’s company in this segment is imminent and represents a total challenge to the hegemony of Intel and AMD and the x86 architecture. What’s more, it points to a paradigm shift in how we will understand Windows personal computers in the coming years. Bottom line: think Apple Silicon. The context. To date, Intel and AMD have divided the Windows laptop pie and ARM architecture It was intended either for more or less affordable and basic computers with Chromebook and MediaTek or for an expensive MacBook. It is true that already is there a powerful laptop with Qualcomm Snapdragon under the hood that runs Windows, but the arrival of NVIDIA chips this first quarter of 2026 wants to be the definitive push. Thus, these ambitious and powerful teams will not equip an NVIDIA GPU with an Intel CPU as we have been seeing for years, but rather they will have an NVIDIA SoC (actually, there are two models: N1 and N1X). Simply put, NVIDIA takes care of two essential pieces of hardware. Why is it important. NVIDIA wants to do with Windows what Apple has achieved with its M chips, an ecosystem where the processor and graphics are integrated and understood wonderfully, which is noticeable in issues such as battery consumption, efficiency or performance itself. The blessed convergence. For years, if you wanted a powerful computer for gaming or work, you had to choose between Intel or AMD and the x86 architecture, but NVIDIA enters a china shop like an elephant with the ARM architecture and its advantages: more efficiency, less heating and longer battery life. Until now, finding a reliable gaming device to play with was a pipe dream, but the N1X chip with the Blackwell architecture of the RTX 50 wants to change it. And furthermore, you could do it on more stylized equipment. On the other hand, these chips use unified memory (up to 128 GB LPDDR5X), which means fewer bottlenecks in demanding tasks such as gaming, local AI or video editing. What has escaped. A leak from Lenovo has revealed that the company has manufactured six laptops with the N1 and N1X processors, including a 15-inch gaming device. An X/Twitter user has published the list of the teams. The user’s profile is completely anonymous, not that it does not inspire much confidence, but there is more: this page updates The Legion control software already shows the existence of a “Legion 7 15N1X11” laptop where the “N1X” is precisely the NVIDIA SoC. Besides, The Verge has discovered already indexed and protected Lenovo content that refers to products with these processors. And not just Lenovo: Dell has also missed a premium device with NVIDIA N1X on its website, such as another X/Twitter user swiped. just a couple of days ago Digitimes gave to date: It will be this spring, although more devices will arrive this summer. After suffer a delayit seems that they will finally become a reality and will not stop here: the company already has the N2 and N2X on its roadmap for the end of 2027. Product descriptions with NVIDIA SoCs already appear on the Lenovo website The processors. There is little information about these components beyond a Geekbench leak that must be taken with tweezers. We know that the most powerful and aimed at models with more muscle is the N1X and rumors suggest that it has a 20-core CPU and an integrated GPU with 6,144 CUDA cores (with Blackwell architecture). However, the CEO of NVIDIA already confirmed than the N1 and the superchip GB10 They are practically the same. The N1 is simply a more modest chip focused on thermal efficiency and battery life and aimed at ultrabooks and mid-range. The first laptops with NVIDIA chips. The leaked devices that will debut with SoC from the company led by Huang will be eight: a Lenovo Legion 7 (15N1X11) gaming laptop with the N1X chip, the Lenovo Yoga 9 and Yoga Pro 7 convertibles with two versions to choose between N1X and N1, the IdeaPad Slim 5 in 14 and 16-inch versions with the N1 chip and the Dell “Premium 16”, probably XPS or Alienware, with an OLED screen and chip N1X. NVIDIA is not new to this. Lenovo is the largest PC manufacturer in the world (as collects Statista) and that it launches several models of its most important families means that it has strong reasons to trust that the performance of NVIDIA chips is up to par. However, NVIDIA’s ARM PC chips have been a long time coming, but that does not mean that it is a newbie in the sector, it is worth remembering that the switch It has a Tegra SoC and that this line has previously been the brain of tablets and even the Microsoft Surface or the Shield for TV. It is the beginning of a new cold war. And if confirmed, Microsoft’s desire would be fulfilled: the Windows on arm as a real alternative to Apple’s Macbook. The first quarter is not only the launch date, it can become a before and after between NVIDIA, Apple, AMD and Qualcomm for control of the computers of the future. In Xataka | The new thing from NVIDIA is called DLSS 4.5 and it seems like witchcraft: it can multiply the performance of the GeForce RTX 50 by six In Xataka | The US plan to stop China’s AI is failing. Huawei is becoming the “Chinese NVIDIA” Cover | Hillel Steinberg

It is widely known that Orson Wells’ ‘The War of the Worlds’ caused a social panic. It is less known that it is a lie

In my years of training as a journalist I remember how they told us to study the radio broadcast of The War of the Worlds. My Radio and Television Information teacher told us that it was an exemplary event that could help us in the future practice of the profession to evaluate the responsibility of the media and to understand the mechanisms by which the so-called “fourth estate” could influence the social reality we serve. What perhaps the teachers who transmitted that information to me did not think is that they were right in what they had told me, but for a twofold and partially wrong reason. The legend of War of the Worlds The story is well known: HG Wells, a widely known science fiction writer at the time, had a story titled The War of the Worldsthrough which aliens would come to Earth to conquer humanity. A beginner but ambitious young man named Orson Welles decided to adapt the script to the radio format, giving it a newsreel structure for his television program. Mercury Theater on the Air on CBS and that he would read with other colleagues on the night of October 30, 1938, on Halloween Eve. The broadcast, the reading of this work, lasted an hour in which the aura of truthfulness was maintained except in three momentsone at the very beginning, another 40 minutes into the recording and another at 55. They indicated that it was a dramatization. For the rest, the fiction of that Martian invasion that was taking place in Grovers Mill, New Jersey, remained live. The myth, the documentaries and reports about the case and the journalism classes I attended said that Welles, the hired actors and the sound montages were so believable (and the audiences so naive) that within minutes of them starting to simulate a supposed alien attack the streets of the country were filled with hysterical and shocked masses. Panic attacks, people stockpiling supplies, collapsed police services and who knows what else. We assume that the people who did not hear those warnings were able to connect to the program after the warning and listened to the program without knowing that it was fake. And why wouldn’t we think like that? The newspapers of October 31 had carried the story to the foreground: “False war bulletin spreads terror throughout the country”, “Radio play terrifies the nation”, “Radio listeners panic, they confuse a war drama as a real chronicle”. These are some of the headlines that could be read about an event that, as it was said later, caused rivers of ink to flow in the form of more than 12,000 articles in newspapers throughout the United States. The reality is that, as a series of experts have reflected on different occasions, this interpretation largely falls into the realm of fake news. To support it here we use, above all, the study of professionals and experts from Princeton University, from the work of scholar David Miller in his essay Introduction to Collective Behaviorfrom the book Getting it Wrong by W Joseph Campbellfrom the work of sociologist Robert E. Bartholomew and from what journalists Jefferson Pooley and Michael J. Socolow have collected for Slate. What events did occur The broadcast did cause some effects. We know that some Grover’s Mill locals, believing their town’s water tower had been transformed into a “giant Martian war machine,” fired guns at the water tank. There was at least one woman who sued Welles and his team for causing her a panic attack and one man received direct compensation from the future film director who paid for the shoes that a listener said he had given up to pay for the train ticket he needed to escape the alien catastrophe. It is also true that calls to hospitals increased from people telling them where they could go to get donate bloodand police stations in the New Jersey area were also called, but most who did this were looking to find out if it was a false alarm. They wanted confirmation that it was a joke, but they also called to protest about this program that could be deceiving people or to congratulate them on that great special on that Night of the Dead. But nothing more. All of them came together to serve the approach that the written press wanted to give: that the CBS program had caused mass hysteria, that the radio was lying and deceiving its listeners and that they had created a major problem. And the lies that were published The rumor that people were being treated for shock in New Jersey hospitals was false, as the Princeton Radio office later revealed. The news that a man had died of a heart attack because of the program, as reported by the Washington Post, was also not true. People didn’t jump out of the windows either. In general, hundreds of articlesmany with supposed witness accounts, witnessed chaos that, in truth, had not been such. I remembered Some time later in his memoirs Ben Gross, radio director of the New York Daily News, that in truth the streets of New York They were half empty. It would also later be known that CBS had disconnected the Welles broadcast in different local affiliates in the country to show regional bulletins that, they assumed, would interest their audience more than a little play by Martians. The biggest scandal of all, the audience figures. It was said that more than a million people had listened to the program, when it could not be true. In fact, most people were listening to the NBC rival to ventriloquist Edgar Bergin’s popular radio show. And with most people we are talking about a 2% audience for the NBC show, as demonstrated by an independent survey that was done simultaneously with the broadcast. There is no doubt that in popular culture the idea that The War of the Worlds was a a before and afterthat the phenomenon must have been … Read more

Until now “software was eating the world.” Now AI is eating software

For years we repeated an idea that seemed indisputable: “software was eating the world.” It was the most direct way to explain why almost any sector ended up depending on an app, a platform or a cloud service. But something is beginning to change in a silent and, at the same time, tremendously ambitious way.: the artificial intelligence revolution is not only transforming entire industries, it is also putting pressure on the software industry from within. The question that begins to arise is delicate and fascinating at the same time: if AI can build custom tools in a matter of moments, what is the point of continuing to pay for rigid and standardized software that works, yes, but that often forces it to work as the platform dictates. This is the point at which the debate becomes really serious: it is not about incremental improvement, but about questioning the current model as the standard for enterprise software. The logic is aggressive, at least on paper. So we could be looking at a potentially massive change. And yes, “potentially” is the key word: there are reasons to think that this can happen, and equally strong reasons to believe that it can happen with very real limits. Software in times of artificial intelligence This may all revolve around a very earthly question: what are you paying for when you pay for software. Until now, the price included the construction of the tool, its evolution, and the cost of making it generic enough to sell to thousands of companies. If the AI ​​compresses that part and allows generate code fast and cheapthe value migrates to other places: flow design, real integration with business systems, measurable results. Bret Taylorfounder and CEO of Sierra and part of the board of OpenAI, insists that the focus must be on the value that the customer receivesnot in technology for technology’s sake. Until now, for most companies, the map was quite recognizable: either you bought a pre-packaged tool and assumed its rules, or you commissioned a custom development, usually slower and more expensive, but more tailored to what you needed. What AI introduces is an alternative that, on paper, breaks the balance: instead of choosing a piece of software, it would be enough to explain the problem and let an agent build a custom system, deploy it and adjust it as processes change. Bret Taylor describes it from Sierra’s experience with customer service agents: “Our hypothesis is that, if we move forward five years, the vast majority of digital interactions will be through an agent.” If that is true, the dominant interface of many companies would no longer be a traditional platform. Most importantly, this conversation no longer happens only at conferences or investor presentations. There are practical signs that the paradigm is, at the very least, emerging: the so-called “vibe coding” has become a reality for many non-developer users, capable of setting up a website or tools describing what they want with text. Platforms like the European Lovable They have pushed that idea to the general public: fewer technical barriersmore rapid iteration, less “project” and more trial and error. This does not mean that a company is going to replace its ERP by a system generated on the fly, but it does help to understand why the market and the industry are beginning to take the possibility seriously. And this is where enthusiasm often clashes with real enterprise. Corporate software does not live in isolation: it is attached to databases, legacy systems, identities, permissions, audits and integrations that have been working in a specific way for years. Added to this is the most delicate aspect: regulatory compliance, security and internal responsibilities, which in regulated sectors dictate what can be done and what cannot be done. Even if an agent can generate a functional system, it remains to be resolved who maintains it, who supports it, who ensures that it does not break over time, and who responds when something fails. In this area, “customized and fast” software still has many questions ahead. If all this still seems too abstract, Bloomberg provides a fairly clear thermometer: The market is already reacting as if the threat were real, although we still do not know how far it will go. The media explains that the launch of Claude Cowork on the part of Anthropic reactivated the fear of a disruption that puts pressure on traditional software. According to that text, a set of SaaS values ​​followed by Morgan Stanley as an indicator of the sector has fallen 15% so far in 2026 after falling 11% in 2025, the worst start since 2022. In addition to all this, some cited analysts suggest that right now there are no reasons to have shares of software companies in portfolio. Images | Hack Capital | Anthropic In Xataka | Meta was the big loser of the AI ​​race in 2025. She was actually preparing her big move In Xataka | AI has already destroyed the world of programmers as we knew it. Now it’s the turn of the translators

DeepSeek is gaining users where the US has the most difficulty

about a year ago DeepSeek appeared on the radar of many people in the loudest way possible, with an impact that was noticed even on Wall Street. If the name sounds familiar to you, it comes from there. The interesting thing is that, twelve months later, its weight in the public conversation no longer seems the same, but that does not mean that it has disappeared from the board. In parallel, and according to the diagnosis that Microsoft now proposes, the Chinese startup continues to gain traction. The success of DeepSeek is worrying in the US. The warning comes from within the American ecosystem itself. Microsoft has warned that US AI groups face growing pressure from Chinese rivals in the battle for users in several markets, precisely because of the combination of “open” models and low prices. The winning strategy. What explains DeepSeek’s expansion has less to do with marketing and more to do with accessibility. The Redmond giant maintains in its report ‘Global AI Adoption in 2025‘that the company has reduced barriers to entry by offering a free chatbot on web and mobile, an especially attractive combination in cost-sensitive markets. DeepSeek also makes money. It is worth clarifying this so as not to be fooled: just because the chatbot is free does not mean that it does not have a business model. The firm founded by Liang Wenfeng distributes its technology with an open approach, with code under the MIT license and a separate licensing scheme for model weights. And, as is the case with most players in this industry, monetization is usually in the professional field: API accessthe interface that allows developers and companies to integrate these models into their own applications and services, is where much of the economic value is concentrated. Microsoft Map with Estimated DeepSeek Market Share The adoption map. The analysis itself places DeepSeek’s growth far from the markets where the technological narrative is traditionally decided, and breaks it down into two types of scenarios: emerging countries and countries where US services are limited or restricted. According to usage data, it is estimated that the Chinese group would have around 18% share in Ethiopia and 17% in Zimbabwe. And where American technological products are limited or restricted, the advance would be even greater, always according to these estimates: 56% in Belarus, 49% in Cuba and 43% in Russia. Target: Africa. Brad Smith, president of Microsoft, stated in an interview with the Financial Times thatif AI is to be deployed in Africa at scale, the problem is not just the software, but the infrastructure that supports it. According to their analysis, many African countries will need investment to build data centers and, in addition, mechanisms to subsidize the cost of electricity, one of the major operational limits. And here he introduces a relevant point: if the race depends solely on private capital, “it will not be enough” to compete with companies backed with a level of subsidy like the one that, he maintains, Chinese companies frequently have. A success that is still being measured. In essence, this case leaves a fairly clear idea: although DeepSeek sounds less popular today than it did a year ago, its approach is having a real impact in markets where it is not so easy for large American technology companies to deploy. It is an expansion that is driven more by accessibility than by narrative, and that is why it is also difficult to follow it from the West, until the data begins to appear. From here, the most interesting thing will be to see what happens in 2026: if DeepSeek manages to sustain that advantage and what other Chinese models, pushed by the same combination of openness, price and internal support, decide to follow in its wake. Images | Xataka with Gemini 3 Pro | Screenshot In Xataka | Anthropic has rewritten his 25,000-word “Constitution” for Claude. It is the manual for how AI should behave

There is a word that has multiplied exaggeratedly in scientific articles for a reason: ChatGPT likes it

That there are academic articles written by AI is something that has been proven beforethe question is how serious it is. To know the magnitude of this practice, a group of researchers has reviewed millions of paper abstracts published in PubMed and have found something interesting: there is a word that the AI ​​loves and the reason why it likes it so much is quite murky. Delve. Its translation is ‘go deeper’ and its use multiplied by 28 between 2022 and 2024, which coincidentally coincides with the boom of ChatGPT and language models. Other words such as ‘underscore’ or ‘showcasing’ are also cited, with a frequency increase of x13.8 and x10.7 respectively. None of them are a noun or a word related to the content, but rather have more to do with the style of writing and are very characteristic of the flowery language that LLMs usually use. flowery language. Does this mean that if we see one of these words in a paper it was written with AI? Not necessarily, but the increase is brutal. Researchers have compared the rise of ‘delve’ to other keywords, such as pandemic, which had a huge peak in 2020 and began to decline in 2021. The increase in the frequency of use of ‘delve’ is much more pronounced than all the others. It’s not coincidental. There is a stage in the process of creating a chatbot like ChatGPT that requires human intervention to fine-tune the responses; This is what is known as reinforcement learning from human feedback (for its acronym in English). RLHF). It turns out that most of the workers who are dedicated to this refining work are in African countries, such as Nigeria. guess where The use of these words in formal English is quite common. Exactly, in Nigeria. African style. ‘Delve’ is a fairly common word in business English in Africa, especially in Nigeria, and it is not the only one. There are also others like ‘leverage’, ‘explore’ or ‘tapestry’ that are more common in African English. According to 311institutealthough human feedback is very small compared to the enormous amounts of training data, it has a great impact since it is what defines the tone of the model when responding to us. Data labeling. It is a key step for training large language models and requires humans to be behind it. The problem is that the majority of workers who dedicate themselves to this are from impoverished countries such as Nigeria, Kenya or India, among others. In case the endless days and the ridiculous salaries were not enough, many times workers must review violent and very explicit imagesall without any type of psychological support. In Xataka | Being a porn moderator is not fun at all. He was exposed to “extreme, violent, graphic and sexually explicit content” Image | National Institute of Allergy and Infectious Diseases in Unsplash

The scientist who was in prison for creating the first genetically modified babies. Now he wants to do it again

In 2018, a scientist took to a stage in Hong Kong to announce that he had crossed the Rubicon: the birth of the first genetically modified babies in history. Today, after serving three years in prisonHe Jiankui is back. But he does not seek forgiveness. With financing of 50 million yuan (about 7 million euros) and an increasingly messianic aesthetic, the man nicknamed the “Chinese Frankenstein” plans to rewrite the code of life again. This time, with an even greater promise: eradicating Alzheimer’s. “I know what it feels like to be God!” shouted Professor Frankenstein—played by Colin Clive—in the film Frankenstein (1931), forever establishing the myth of the scientist who crosses all limits. Upon his release in 2022, He Jiankui appears to have assumed that role without irony. In a recent interview with WIREDhe no longer presents himself as a reckless researcher who learned his lesson, but as a “pioneer of gene editing”, a term he demanded as a condition of being interviewed. On social networks, he is defined as the “Chinese Darwin” or the “Oppenheimer of China”and often posts photos in a pristine coat, posing alone in a lab. Isolated from international academiaI have assured WIRED that investors “come to him every week.” He has established an independent laboratory in the south of Beijing and, although Chinese law expressly prohibits the genetic editing of embryos for reproductive purposes, he claims to operate within a gray area: “philanthropic” research, financed by private entrepreneurs and desperate patients. What happened to the babies? The original 2018 experiment sought to make babies immune to HIV by modifying the gene CCR5. The result, according to geneticists and bioethicists, was a technical and ethical failure. The researcher Lluís Montoliu detailed in The Conversation that the girls born from that experiment are “genetic mosaics”: not all their cells were edited in the same way, and unwanted mutations were also detected —off-target— in other regions of its genome. Despite this, He Jiankui maintains a defiant stance. As stated to the Wall Street Journalall three girls—including a third born in 2019—are healthy and attending primary school today. “I don’t have to apologize to anyone,” he said. However, experts warn that this statement rests on a huge information gap since the real impact of genetic alterations on your immune system, the long-term effects and the psychological consequences of growing up knowing – or one day discovering – that they were humanity’s first genetic experiment are unknown. The new frontier: Alzheimer’s. He Jiankui’s new target is Alzheimer’s, a disease with a personal component: his mother no longer recognizes him due to this pathology. As explained to WIREDtheir plan is to introduce a genetic mutation into human embryos —APP-A673T— discovered in the Icelandic population, which appears to confer natural protection against cognitive decline. The scientific consensus is devastating. Kari Stefansson, the Icelandic geneticist who participated in the identification of that mutation, warned in the Wall Street Journal that He’s approach is “very high risk.” Manipulating the genome of an embryo means that any error, no matter how small, will not only affect one individual, but will be transmitted to all future generations. There is no going back. Still, far from moderating his ambition, He is already planning the next step. confessed in the interview that their ultimate goal is to make up to 12 simultaneous genetic modifications in a single embryo to prevent cancer, HIV and cardiovascular diseases. “The children born will be much healthier and may live longer than us,” he says. For many scientists, that phrase sums up the problem: a totalizing promise based on a still immature technology. Science without borders. How does a scientist disqualified by his own country plan to execute this plan? The answer is a transnational structure that some experts describe as “guerilla science.” In China, He limits his work to human cell lines and experiments with mice and monkeys. In the United States, as revealed by South China Morning Postplans to operate – through his wife, businesswoman Cathy Tie – a laboratory in Austin (Texas), where private financing allows research with embryos discarded from in vitro fertilization. The final destination would be South Africa, a country that relaxed its ethical guidelines in 2024 and that, according to He, would be very interested in authorizing human trials. The financing of this network is as ambitious as it is opaque. While the Wall Street Journal points out that He refuses to reveal the identity of his sponsors, the SCMP reports that even Alternative avenues have been explored such as cryptocurrencies promoted by their environment to raise funds. The uncomfortable mirror of Silicon Valley. The most controversial part of He Jiankui’s speech is his frontal attack on the American technology elite. “Some Silicon Valley billionaires are pushing to improve IQ in babies. I think it’s a Nazi eugenic experiment,” stated in WIRED. However, the border between what He does and what is already happening in California is increasingly blurred. Startups like Nucleus Genomics or Orchid Health they do not edit DNAbut they do allow embryos to be selected based on genetic scores associated with intelligence, obesity or risk of Alzheimer’s. The technical difference is real; The underlying logic—optimizing the human being before birth—is eerily similar. While tycoons like Jeff Bezos and Peter Thiel invest billions in biotechnologies that promise to slow down or reverse aging, the human body has become in one more financial asset. He maintains that he edits to prevent disease, while Silicon Valley selects to optimize. For global ethics, both models raise the same fundamental question: who decides what “best” means? Science versus myth. There is an essential point that is often lost among promises and figures: DNA is not a destiny. Genetic predictions about intelligence or success explain only 5% to 10% of the real variability between people. Additionally, there is a critical technical risk: Analyzing a few cells from an embryo requires amplifying its DNA, a process that can introduce errors and lead to decisions based on flawed data. Behind … Read more

The key is not to sleep well, it is to wake up correctly.

Getting up in the morning is, sometimes, the greatest effort What a person does when they leave the warmth and comfort of their bed. Above all, when it was it’s raining and it’s cold. However, the first hour after opening your eyes marks the beginning of a day full of energy if used well. This natural moment of the body surpasses any rapid stimulus. Cortisol skyrockets, making it the perfect fuel for doing certain things that will make you lazy later. Of course, not waking up in the appropriate way can cause the rest of the day you crawl. The morning peak that activates the body. As and as he explained Stanford neuroscientist Andrew Huberman on the podcast Modern Wisdom“the peak of cortisol in the morning is essential. If it does not occur, the body responds with more stress later and it is difficult to regain calm in the afternoon.” OK to the studio carried out by a group of researchers from different universities in Germany, the United Kingdom and the United States, your body works like a well-tuned clock: from early morning, cortisol begins to rise to reach a certain level that causes you to wake up. Researchers from the US and Mexico discovered that this cortisol peak is maintained for about 45 minutes, in which it draws energy from the sugars stored in the liver and puts the brain in alert mode, ready to face whatever comes without that feeling groggy in the morning. If you take advantage of this peak to stretch, walk or do any physical activity during that time, it will be much easier for you. create new habitsbecause the mind retains that moment better and assimilates it in a positive way. Enhance awakening. According to the expert, cortisol levels when you wake up are even higher than those recorded when experiencing stressful situations. However, in this awakening contextis natural behavior and should even be enhanced because that peak is what allows energy to be accumulated for the rest of the day. “The morning routine of natural light and hydration prepares the brain and body for the day,” Huberman said. One of the neuroscientist’s recommendations is to expose yourself as much as possible in natural light during that first hour. Open the window, go out to the balcony or take a short walk. That exposure sends a signal to the brain and prepares it to leave the state of drowsiness and start your “day mode”. In addition, the expert recommends drinking a good glass of water to compensate for the hours without drinking and rehydrate the body, and then start some gentle stretches or walk for a few minutes. Huberman recommends delay the first coffee about 90 minutes, since caffeine can interrupt that natural regulation of cortisol levels. Disrupting sleep routines does not help. A investigation from the University of South Australia studied the impact of changes in circadian cycles in cortisol levels, finding evidence that changes in sleep schedules imbalanced cortisol levels upon awakening. This meant that either the participants they woke up in the middle of the night or ate at odd hours and that, when they had to do so, their cortisol levels were insufficient to bring the brain out of its state of drowsiness, being out of adjustment throughout the day. Therefore, maintain sleep schedules Regular exercise helps the body know when it is time to raise cortisol levels to begin the awakening phase and prepare the brain to face the rest of the day. Getting ready to sleep. In the same way that Huberman suggests a certain preparation to have a more efficient awakening, he also recommends taking some measures to face the end of the day. “For the last hours, you should do the opposite: darken the environment, avoid stimulants and limit hydration,” explained the neuroscientist. In this sense, the expert highlighted that exposure to screens alters that hormonal pattern that means that cortisol levels must be low to allow you to fall asleep and initiate what he called the “maximum reset”: achieving a phase of deep sleep in which the brain eliminates the metabolic waste it generates during the day. through the glymphatic system. “Conscious breathing and visualization, such as mentally walking through a well-known place, are powerful tools for calming the mind before sleep,” Huberman explained in his interview. In Xataka | Neuroscientists believe they have found the trick to solving the most complicated problems: taking a nap Image | Unsplash (Adrian Swancar)

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