Right now there are 4500 North American students advised psychologically by a chatbot. It’s just the beginning

Right now, while I write this, there are about 4,500 North American students being “psychologically advised” Through an application Sonny called. It is nothing surprising. In the US, around 17% of secondary schools have no counselor or school psychologist. Most of them are in rural areas or in economically depressed zones and applications of this type bring psychosocial assistance to everyone. The problem is not that. The problem is that Sonny is An artificial intelligence chatbot. Is the chatbot? Let it be put. The idea is not new: in fact, it is one of the first ideas that comes to everyone worried about mental health. In the last 50 years We have concluded that psychotherapy is tremendously effective. For now we have not been able to climb it: that is the promise of the chatbots. Sonny’s example Help to understand it: Students have access to chatbot 18 hours a day (from 8:00 a.m. to 2:00 a.m.) and the “Solo” service costs each district between $ 20,000 and $ 30,000. Much less than a school advisor to use. It is true that it is not so effective that the counselor, but for many environments it is the best that can be allowed. And, in fact, according to some of its users explainbeyond its final therapeutic effectiveness, these types of approaches allow school to identify almost real problems among students. In Berryville (Arkansas), they discovered that more than half of the users sent messages just before exams and allowed them to develop emotional support interventions. Is this the future? A couple of years ago, Zara Abrams published an extensive analysis In the American Psychological Association, where it was concluded that “artificial intelligence chatbots (AI) can make therapy more accessible and less expensive.” Just what Sonny does. However, as also explained Abrams“Despite the potential of AI, there are still reasons to worry: the tools used in the health field have discriminated people depending on their race and disability status and there are malicious chatbots have widespread erroneous information, They have professed their love for users either They have sexually harassed minors“That is precisely what Sonny tries to avoid. How is it possible? In principle, as they explain from the company, Sonny has a team of people with “experience in psychology, social work and online support” that supervise and even rewrite the Bot responses. Each technician supervises between 15 and 25 chats at the same time. It is the form that has HEALTH mental soundthe company behind the app, to avoid the great original sin of the LLM: its tendency to delir, fantasize and give advice that may not be correct. In addition, the hybrid chatbot is designed to notify parents and teachers to the slightest possibility of danger (either for oneself or for others). Have you solved the problem? The truth is that we do not know (because there are no studies on it), but it is honestly unlikely that they have achieved it: we are in a very early phase as for trust that all associated problems are resolved. But it is a radical step. As Abrams said, It is possible that “psychologists and their abilities are irreplaceable”, but since the arrival of AI is inevitable we have to bet on a “reflexive and strategic implementation.” Something that, indeed, is very similar to saying anything. There is much that we still do not know and, therefore, making concrete predictions is dangerous. What is clear is that the question is not if we will have gpteraputas, we already have them. The question is how we can use them to Not worsening the attention that is being given today (a temptation always preset) and turn them into a key tool to reduce human suffering. Let’s hope to answer it soon. Image | Dream / Sigmund In Xataka | 50 years of research on depression psychotherapy leave a surprising fact: we have not improved anything

Deep Research is not just a new AI function. It is the beginning of the end of intellectual work as we know it

Elon Musk’s new AI, Grok 3it is already official. Among its promoted capabilities is a function called ‘Deep Search’, suspiciously similar to the Deep Research that Google coined and copied Openai. It is normal: in recent weeks we have seen almost all IA giants announcing similar capabilities. It is a new trend in AI that goes beyond incremental improvements. These systems can navigate the web, analyze multiple sources, synthesize information and produce detailed reports on an issue. And with a level of sophistication that is dangerously approaching the work of many human analysts. In any field. The difference with traditional applications is great. Instead of returning some Tokens In seconds, they return information pages in minutes. And neither does it have anything to do with searches: it does not return a list of semantically related links, but can understand complex questions, decompose them in parts, investigate each aspect by consulting dozens of sources and assemble a coherent analysis citing their references. In less than ten minutes. The results are impressive. OpenAI said – and we are verifying that it is basically true – that Your Deep Research can do in half an hour what would take days to professional analysts. And although it makes occasional mistakes (such as a factual skate, or the appointment of a source that does not exist), the general quality of the result is good enough for many practical purposes. This supposes A shot to the flotation line of much of the current intellectual work. The analysts junior of consultants, the researchers who review literature, the lawyers who prepare preliminary reports or the financial advisors doing business analysis. A great portion of your work is to collect, synthesize and present information that you drink from many sources. Like any Deep Research. It is not that these systems will completely replace intellectual workers. They still have important limitations: They cannot access private or not published information. From time to time they confuse sources or draw erroneous conclusions. They lack the expert criteria for certain analysis. Nevertheless, They can already automate much of the repetitive work and “low level” that occupies many professionals today. This also leads us to A paradox: Deep Research systems will surely increase the productivity of the most qualified workers, who can take advantage of them to enhance their ability; But the jobs that used to serve as entry, training field to end up being one of those experts are put at risk. The Deep Research have potential to alter the professional trajectories of any knowledge -based industry. It is another example of how AI not only automates manual work, but also It goes into territories that we believed reserved for the human intellect. The question is no longer whether IA can do that intellectual work, but how much of that work will continue to make economic meaning if it is made pro human. There will be companies that due to ignorance, for cynicism or pride will prefer to ignore these capacities. They are the most exposed will be at the risk of being left behind. For the rest of us, We have as a pending task to think about how to manage this transition: The one that can make obsolete many functions that we believed automation. In Xataka | With Grok 3, Elon Musk presume Outstanding image | OpenAI

Three years after the beginning of the war, Europe wants to enter. The problem is that there is only one prepared nation: Ukraine

Europe has decades without a direct armed conflict in its territory, with the exception of Yugoslavia wars in the 90sthe last great episode of violence in European soil. Since then, security in the continent has been marked by A strategy based on deterrence and diplomacymore than in military confrontation. And, suddenly, the conflict in Ukraine recalled that fireworks It is not the same as direct fire. Europe before Ukraine. As we said, the European armed forces have been reserve for a long time. In fact and how we will see, mostly they have been reduced and adapted to a context of stability, with investments limited in defense and a focus on Peace maintenance and humanitarian assistance operationssuch as missions in Balkans, Africa or the Middle East. Despite the growth of NATO and its presence in Eastern Europe, European armies have been more accustomed to acting in controlled scenarios that to prepare a direct confrontation against a weight opponent such as Russia. Fireworks. In fact, this approach has led to many military operations from European countries being Mainly exercises, joint maneuvers and drills in allied countries such as Slovakia, Poland or Latviabut without the real experience of a conventional combat against a military power. And it is not the same to deploy troops for an exercise in the Baltic countries to face in battle against a force like the Russian army. Enter the war. Under all this context we arrive at this week. A few days ago several European leaders have gathered in Paris to discuss the possibility of sending troops to Ukraine as part of A possible peace agreementalthough the viability of this measure depends largely on the support of the United States. In fact, the summit was promoted by the decision of the Trump administration of exclude Europe from negotiations They started in Saudi Arabia between Washington and Moscow, although Trump has suggested that Europeans could perform “a peace maintenance role.” Plans and divisions. And then Europe seems to have realized that the “defense” had it careless. According to The Washington Postsome European countries consider The deployment of up to 30,000 soldiersthat, yes, they would not be on the front line, but as a deterrence in case of a resumption of the conflict. Another option, or plan B, is the one that They have called “resettlement force” destined to protect Ukraine from future Russian attacks in case a peace agreement negotiated by the United States is reached. That said, France is the country with the most advanced plans estimating that could contribute almost 10,000 soldierswhile the United Kingdom, through its prime minister Keir Starmer, has opened The possibility of a British contribution. And so far, because the rest of the countries have shown a more ambiguous position. Sweden and the Netherlands, for example, They do not rule out the shipment of troopsbut they have not made a specific decision. Germany, Poland and Spain have rejected the idea, At least for now. Foreign Minister Olaf Scholz emphasized that Any solution should be based on a strong Ukrainian forcewhile Donald Tusk, Prime Minister of Poland, said that Warsaw “does not contemplate sending Poles soldiers to Ukraine.” For its part, the Spanish government was blunt when pointing out that Peace is still far and only depends on Putinmaking it clear that any military mission should define objective, participants, mandate and leadership. Strategic objectives. If the “plan B” is given, with a peace agreement underway, the main mission of this eventual “resettlement force” would be guarantee the safety of Ukrainian airspaceallowing the reopening of commercial flights, and protect maritime trade in the Black Sea, fundamental for grain exports and other essential goods for the Ukrainian economy. It would also be prioritized The protection of key infrastructure such as Public Plant and Public Servicesthat have been constant target of Russian bombing since the beginning of the war. Ukraine proposes a broader approach. Meanwhile, Ukrainian President Volodimir Zelensky stated that Ukraine’s security does not necessarily require foreign troops in his territory. Proposed The creation of “Armed Forces of Europe”capable of responding on land, sea, air and artificial intelligence before any Russian aggression. He also stressed that advanced air defense systems would be effective measures to strengthen security without requiring permanent foreign troops. The elephant in the room. No doubt, Europe’s plan faces important diplomatic obstacles, the first of all: United States support It is, at the moment, uncertain. Although the Trump administration has insisted that European troops must guarantee the security of a future peace agreement, Defense Secretary Pete Hegseth made it clear that They must be part of a mission not related to NATO and not be protected by article 5 of mutual defense. Not just that. Even in the uncertain scenario of a peace agreement, the mission and role of Europe would require an American “backstop”that is, a support from the United States in case of a military escalation. Although there are no specific details, this support is expected It focuses on aerial power with operations based on Poland and Romania. In this regard, Starmer and Macron will travel to Washington next week To press Trump and ensure that the United States provides this strategic support. “Old” defenses. In the background, what is showing is a great weakness in its defenses, possibly oxidized. In fact, the Prime Minister of Denmark, Mette Frederiksen, warned this week at the Munich Security Conference that Ukraine is making weapons faster and less cost than any other country in Europe. It is not a trivial detail. It does so despite being at war, which shows the slowness of the continent in strengthening its military capacity. Frederiksen urged to reduce bureaucracy and increase arms production in collaboration with the United States emphasizing that Europe can no longer act as if it were in peacetime. The rise of the Ukrainian military industry. From the Russian invasion in 2022, Ukraine has exponentially increased its armament productionmanufacturing missiles, obuses and large -scale drones. In 2024, 30% of the military equipment used … Read more

the future where AI works for us from the computer is beginning to become a reality

OpenAI presented ChatGPT in 2022. In 2023 it arrived GPT-4 together with the innovator ‘Her’ style voice mode. In 2024 the reasoning model debuted o1. And 2025? The AI ​​company just announced Operatora product that promises to become one of the great protagonists of the year. Sam Altman and his team have presented live How does this tool work that puts people at the center of the scene? AI agents. Currently, as we’ll see, it can perform some actions in the browser, although the ambition is that, over time, it can handle more sophisticated tasks. This is what Operator looks like in action We are witnessing an initial launch. Operator is still in the research phase, but OpenAI has made a publicly available preliminary version which can be accessed from operator.chatgpt.com. The limitation? That not everyone will be able to have access to it. At the moment, it is only available for ChatGPT Pro users, the level of 200 dollars per month. The company has also noted that access to its latest product is limited to the United States. He has said that “it will take a while” to reach Europe, and that it will be available to more users “in the coming months.” The staggered launch likely responds to regulatory issues, as we have seen in the past with products that landed in the US market first. In development. Images | OpenAI In Xataka | “The objective is not to compete with ChatGPT”: we spoke with the creators of ALIA, the 100% Spanish AI, to understand its future

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