We are creating AI agents who act on their own. And that enters us as useful as full of risks

An agent you can’t turn off. It is not the script of a futuristic movie. It is one of the scenarios that already concern some of the world’s greatest experts in AI. the scientist Yoshua Bengioglobal reference in the field, has warned that the systems known as “Agents“They could, if they acquire enough autonomy, dodge restrictions, resist the shutdown or even multiply without permission.” If we continue to develop agricultural systems, “he says,” we are playing the Russian roulette with humanity. “ Bengio does not fear that these models develop awareness, but act autonomously in real environments. While staying limited to a chat window, its reach is reduced. The problem appears when they access external tools, store information, communicate with other systems and learn to overcome the barriers designed to control them. At that point, the ability to execute tasks without supervision ceases to be a technological promise to become a difficult risk to contain. They are already being tested. The most disturbing thing is that all this does not happen in secret laboratories, but in real environments. Tools like Operatorof OpenAi, can already make reservations, purchases or navigate on websites without direct human intervention. There are also other systems such as Manus. Today they still have limited access, they are in an experimental phase or have not reached the general public. But the course is clear: agents who understand a goal and act to meet it, without the need for anyone to press a button in each step. The background question. Do we really know what we are creating? The problem is not only that these systems execute actions, but do without human criteria. In 2016, Openai tried an agent in a racing video game. He asked him to get the maximum possible score. The result? Instead of competing, the agent discovered that he could turn in circles and collide with bonuses to add more points. No one had told him that winning the race was the important thing. Just add points. OpenAI racing game It is not a technical error. These behaviors are not system failures, but of the approach. When we give a machine of these autonomy to achieve a goal, we also give it the possibility of interpreting it in its own way. That is what makes agents very different from a chatbot or a traditional assistant. They are not limited to generating answers. They act. Execute. And can affect the outside world. Error margin systems too high. To these specific cases is added another more structural problem: agents, today, They fail more than they succeed. In real tests, they have shown that they are not prepared to assume complex tasks reliably. Some reports even point to high failure rates, improper systems that aspire to replace human processes. A dispute technology. And not everyone is convinced. Some companies that bet strongly to replace workers with AI systems are already going back. In many cases, the expectations deposited in these systems have not been met. The promised autonomy has collided with frequent errors, lack of context and decisions that, without being malicious, have not been sensible either. Even with those results, there are those who believe that they could take its way, little by little, in different sectors. Autonomy with possible consequences. The risk does not end in involuntary error. Some researchers They have warned that These agents could be used as tools for automated cyber attacks. Their ability to operate without direct supervision, climb actions and connect to multiple services makes them ideal candidates to execute malicious operations without raising suspicions. And unlike a person, they do not get tired, they do not stop, and do not need to understand why they do it. The control is at stake. The idea of ​​having digital assistants capable of managing emails, organizing trips or writing reports is attractive. But the more we let them do, the more important it will be to establish limits. Because when an AI can connect to an external tool, execute changes and receive feedbackwe don’t talk about a language model. We talk about an autonomous entity, capable of acting. It is not a threat, but a clear sign that invites action. The autonomy of the agents raises issues that go beyond the technical: requires legal frameworks, ethical criteria and shared decisions. Understanding how they work is just the first step. The next thing is to define what use we want to give them, what risks entail and how we are going to manage them. Images | OpenAI (123) | Xataka with Grok In Xataka | AI is extremely addictive for many people. So much that it already has its own version of “Alcoholics Anonymous”

The Accessibility Law enters into force this month and wants to change everything. From the ATM to Amazon

As of June 28, many things will change, from the ATM menu, through the gas station’s payment terminal, to the website where you make your purchases online. The reason? It is the day that the European Directive on Accessibility. The objective of this standard is to facilitate the use of these elements, especially by people who have Some type of disability sensory or motor. Products and services it affects. The text details products that will have to adapt to the new frame. Banks automatic ATMs are an example, but will affect all types of hardware equipment and also at the software level. These are the main ones: Computer equipment for general use: computers, tablets, smartphones and their operating systems. Self -service terminals: ATMs, ticket vending machines, shift dispensers and their operating systems Telecommunications: smartphones and other equipment to access telecommunication services. Also telephone and internet services. Electronic readers Audiovisual Communication Services: As streaming or digital television platforms, Transport services: Websites, mobile applications, electronic tickets and real -time information about the trip. Electrical, water or gas services. Banking services for consumers. Electronic books and software for reading. Electronic commerce: online stores and sales platforms. Emergencies: 112 calls. The three commandments of accessibility. The regulations affect countless equipment and the requirements vary for each of them. However, all have a common framework that has three major objectives: that they are available by more than one sensory channel (visual, auditory or tactile), that are easy to understand and that can be perceived by all users. ATMs, payment terminals and the like. ATMs that meet the regulations must meet a series of specific requirements. For example, they will have to offer an auditory option for blind users, in addition to allowing the use of headphones for a matter of privacy. The keys and controls must be noticeable to touch and the screen and all its elements will have the proper contrast. Image: CaixaBank Web pages and online stores do not get rid. In this case, apply the UNE Standards 139803 and WCAG 2.2. The requirements A must meet (there are three levels, for example for public websites they will have to meet the AA level). Some of these requirements include that the page give us alternatives to the text (videos, images and audio), which can be navigated using only the keyboard, that the structure is easy to understand, with expansable texts up to 200%, well -labeled buttons and forms (nothing to ‘click here’, the user has to know where it goes) or that all the images have alternative text to be described to blind users. Online trade pages such as Amazon must meet the same requirements as web pages, but they must also make the purchase process accessible through a sound and visual notice, for example by adding something to the cart or paying the purchase. Another aspect is that they will have to facilitate details about the accessibility of the products they sell. Amazon already has a section where these requirements detail To their sellers, but we still do not know what changes will make on their website from the 28th. We have contacted them to learn more details and update when we have an answer. The hardware still has margin, the websites no. The application of the standard is June 28, but that does not mean that all affected products and services will change that day. In the case of ATMs and the like, those that were installed before that date may continue to be used “until the end of their useful life from the economic point of view, although without exceeding ten years after their commissioning.” There are 47,000 ATMs in Spain and the cost of updating each unit could amount to 3,000 euros. Of course, all who install new ones must comply with the regulations and also the entities must inform their users of which they are updated and which are not. However, according to SHOPPRESthis margin would only apply to hardware products that are already in the market, online stores must adapt on the 28th of this month, except for an exception: to be a microenterprise. To be considered microenterprise, it must have less than 10 people on staff, provided that less than 2 million euros per year is billed. Of course, online stores that are launched after June 28 must already meet the requirements. The magnifying glass of iOS There is already much advanced. Many companies have already integrated these standards in their products, so on the 28th we will not see a radical change everywhere. For example, in banking, Ing already meets The standard UNE 139803: 2012 on its website, although they do not mention anything of the ATMs and the attention offices. In the case of Caixabank, the entity highlights that Your ATMs are accessible (although without detailing whether they comply with the new standard). In the case of computer equipment or devices such as smartphones or tablets, operating systems such as iOS, Android either Windows They have numerous as a magnifying glass to expand the content, screen readers, contrast settings and size for the text and much more. Of course there are lags that must take advantage of the new standard if they do not want to face a fine. This is the case of state websites, if we look at the last Web Accessibility Observatory Reportthe thing did not paint well in the late 2024. More than half of the websites did not even comply with level A. Cover image | Pxhere In Xataka | Why the fines from Europe to Google are so relevant to the future of your privacy, we tell you in this video

The global economy enters an unexplored land

The commercial war between United States and China He has just reached a new level. The two greatest economic powers of the planet star in a tariff climb that does not give signs of braking. We are facing a scenario that can drag significant effects on the global economy, especially for its direct impact on interconnected supply chains and the stability of financial markets. In less than 24 hours, Donald Trump’s government has decided to carry tariffs on Chinese imports from 54% to 104%in response to Beijing’s refusal to remove its 34%rate. The reaction soon arrived: China announced a new 84% tariff to American products. And when it seemed difficult to go further, Washington has returned to the bet: the US tariff now rises to 125%. He blows China for his refusal to negotiate. “Based on the lack of respect that China has demonstrated towards world markets, therefore the tariff charged to China for the United States of America to 125%, with immediate effect,” Trump said in a publication. The announcement reinforces the political and commercial pressure on Beijing at a time of maximum tension. Now, all eyes are put in the possible response of the Chinese government. Click to see the original message in Truth Social Pause in some reciprocal tariffs. The US president has also announced that he will immediately suspend the highest tariffs for 90 days for dozens of partner countries. It is not clear what nations will benefit from this tariff truce, nor under what criteria will be applied. What has been confirmed is that, even in those cases, the base rate of 10% that entered into force will remain in force last Saturday. Washington’s turn comes at a key moment: dozens of countries were already preparing their response to reciprocal tariffs that entered into force just a few hours ago. Among them, the Member States of the European Union, who approved on Wednesday a package of commercial reprisals against the United States. The measures are planned to be applied on April 15, although in this new scenario it will be necessary to see if that calendar is maintained. In development. Images | Xataka with chatgpt In Xataka | The European car industry has a problem with US tariffs. Your solution is surprising: India

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