Satya Nadella on the future of employment: “The fallacy of the fixed amount of work and the lack of imagination prevent us from moving forward”

In addition to the cost and effects derived from its development, the biggest concern about the future of AI is knowing the impact that this technology will have on the labor market around the world. In fact, we are already beginning to see the first signs: it may not take away our jobs in the short term, but that’s it changing the way we work. Microsoft CEO Satya Nadella has been interviewed by Fareed Zakari in the cnn and has told his vision of how AI will affect the future of employment. To describe the scenario, Nadella uses a phrase that can seem almost cryptic until its meaning is known: “The fallacy of the fixed amount of work and the lack of imagination prevent us from moving forward.” The fallacy that stops us. Nadella calls it the lump of labor fallacy. It’s an idea widely studied and argues that there are a certain number of tasks to be performed. Employment is defined by these tasks: there are those who build houses, others put pipes, others cables, other furniture, etc. If a machine (or an AI, in this case) automates one of those tasks, fixed quantity of work theory defines that a human has one less task left to do. That is, that job would have been destroyed. For Nadella, that calculation fails because it does not take imagination into account. The typist apocalypse. The CEO of Microsoft gave a fairly descriptive example of how this theory falters in the face of technological advances: “Imagine that in the early 80s, someone said to you: “You know what? Three billion people are going to wake up tomorrow and start typing. “We would have said: and why does the world need three billion typists?” joked the company’s top executive who, according to the CEO of Perplexitybuilt the concept of office work to sell more software and was mainly responsible for the computer implementation in companies. “In the last 40 years, the entire knowledge work economy was created, and all of us have worked in it in different roles,” Nadella concluded. That is, the CEO believes that the future of employment cannot be assessed from the perspective of current labor or work organization needs, because in the future, the needs of companies will be different and the roles of employees will also be different. The fact behind the anecdote is real. In 1980 there were almost a million typists in the US. Today it is a profession that is almost extinct. And yet, office employment remains more active than ever. He just changed the way he worked. Nadella bets that something similar will happen with AI. The process of change. We are already seeing this change in the way of working in some sectors such as software engineers or in the lawyers. “What it means to be a software engineer is changing,” Nadella said. Creating a document and creating a program have become, “to some extent, the same task”: enough ask the AI ​​agent appropriate. This change is already noticeable outside of computing. In the legal sector, some firms treat AI as a quick but unreliable intern. And lawyers, increasingly, as their AI supervisors. Nadella states that: “Our ability to discern what a human does with the output of AI will be the new quality we value.” The value is no longer in typing quickly, but in know what deserves to stay and what to throw away. However, the manager has no doubts about the difficulty that all of humanity will face to complete this change in the labor paradigm: “This process is going to have some changes and a significant displacement (of employment). Not everything is going to be rosy. But when we come out on the other side, I think there will be new jobs that we will value as human beings.” Macrodelegation and microdirection. To explain day-to-day work, Nadella coins his own term: macrodelegation and micromanagement. “Each of us will become better at managing through intentions (madrodelegation) and will have the ability to direct it exactly where we want it (microdirection),” he declared in his interview with the cnn. In other words, the role of employees will be that of conductor of the orchestra of AI agents. An employee would tell them what objectives to achieve, and would supervise that the results delivered by the AI ​​meet that objective and are precise in their execution. That is, AI would not play a substitute role, but rather a collaborative one. “Does that mean that, in some way, the specialized systems engineer that we need to be able to build distributed systems in Azure disappears? No way,” stated the Microsoft CEO. Nadella’s revolution. The manager closed his interview by pointing out one of the fears that Silicon Valley is stirring: that society does not accept the change implied by the arrival of AI and this process of job displacement. There Nadella draws a historical reference. “Revolutions are great, as long as there is a reaction.” The CEO prefers an orderly transition, like the one experienced in England in 1688in which the institutions did not lose control, to a violent rupture as the French Revolutionwhich made the heads of the country’s authorities roll. In Xataka | In 1993 Satya Nadella was a lanky middle man who introduced Excel to developers. Today he is the CEO of Microsoft Image | Microsoft

Europe imposes a fixed tariff of three euros for small packages

For years China has benefited from a tariff exemption that allowed packages of less than 150 euros to not be subject to tax. Platforms like Shein, Temu or AliExpress have done their best for years and users have benefited from it, but on July 1, 2026, what was happening will end. The EU already warned that this exemption had its days numberedand it will do so in a few days. The consequence: everything we buy in those stores will be a little more expensive. The de minimis doctrine. In November 2025 the European Council agreed eliminate the exemption for packages with a value of less than 150 euros, which were not forced to pay taxes at customs. This exemption was very similar to the one followed in the US until not long ago. with the “de minimis” doctrine. Three euros to start. The new terms They come into force on July 1, 2026, and will force customs to force any product to pay taxes from the first euro. To accelerate the implementation of this change, the Council agreed to apply fixed tariffs of three euros on packages worth less than 150 euros when they enter the European Union. In 2028 the Customs Data Center will be launched and the fixed rate will end. Instead, percentage tariffs will be applied. Be careful with mixing products, taxes go up. These taxes are charged per product category, not per package. So, if a package contains two toys, a coat and three bottles of shampoo, taxes are calculated by category. In this specific case there are three categories, so at three euros per category, the charge would be nine euros. Chinese bargains will no longer be so bargains. The European Union thus nips in the bud a mechanism that Chinese e-commerce platforms had taken advantage of to massively sell low-value products. Consumers knew this and have also taken great advantage of these advantages by frequently buying in stores like Temu, Shein or AliExpress, but now prices will rise because these Chinese stores will pass the tax on to users. The EU will raise big. In the EU they defend that this protects local commerce, is also a measure against fraud and adds security for consumers. All of this is undoubtedly true, but there is another obvious reason to end the exemption: revenue. It is expected These measures will earn the EU nearly 1,000 million euros a year. Too many minipacks. According to the European Commission, packages with a value of less than 150 euros represented 97.9% of the packages distributed in the European Union. That is to say: the vast majority of what arrived were small purchases with an average value of 8.86 euros. Although there were many packages, adding the value of all of them only represented 2.1% of all the money that foreign trade moves with the EU. Customs were inundated with millions of individual packages of little value. And many lied. The Hellenic Confederation of Commerce and Entrepreneurship (ESEE) estimated in the Greek middle Tovima that about 65% of packages declare a lower value than the real value to avoid paying taxes at customs. The problem, of course, is inspecting millions of packages to confirm that the declared value is correct. Now Shein and Temu’s “dump” will be another. These exemptions had turned Europe into a massive destination for Chinese production capacity and its massive exports. The new regulation should mitigate the problem, and now who can become that new “dumping ground” for low-value Chinese products? it’s uk. In Xataka | The European Commission is very tough on Temu: 200 million euros fine for not analyzing “systemic risks”

Firefox found and fixed more security flaws in one month than in the previous 15 months

A year ago, Mozilla fixed 31 security flaws in its Firefox browser. In April 2026 has corrected 423. The growth is spectacular and has a single person responsible: Claude Mythos Preview, the AI ​​model that Anthropic decided not to release publicly for considering him too capable. The recent analysis by Mozilla experts has confirmed more than ever that Mythos it wasn’t just hype. AI sees everything. The integration of Mythos into the process analysis of Firefox vulnerabilities has caused a kind of technical “cleaning” explosion. It’s not that Firefox’s code is worse now, but that the eyes that analyze it are much sharper and seem to see everything. Mozilla’s graph is compelling: with the help of Claude Mythos, the Firefox team found more security flaws in April than in the past 15 months combined. Smell. The model is not only faster when it comes to detecting these failures, but it has a certain “smell” that surpasses anything seen so far in commercial tools. The AI ​​tool was able to identify 271 of the 423 bugs fixed, and that figure pales in comparison to other traditional methods such as fuzzing or manual inspection. Mythos has shown that he can evaluate his own work and filter out the noise, reasoning recursively and ruling out hallucinations. Archaeological errors. Among the most surprising discoveries they have discovered in this process is a bug in the XSLT engine (bug 2025977) that had been present in the browser for a whopping 20 years. Mythos also unearthed a problem from 15 years ago with the element “ ” of HTML that could only be exploited by a complex combination of edge cases to trigger. AI not only finds “typical” bugs, but it does just that: combine all kinds of actions to find bugs that would be almost impossible to detect in traditional ways. Human patches. Mozilla has, however, been clear about something important: they still do not use AI to write the final code that ends up being deployed in the version of the browser that users use. They do ask Mythos to suggest how to patch the problem, but the engineers have found that those proposals They are often conceptual models that are not ready for production environments. In each of the 423 patches made, there was at least one human engineer who wrote the patch and another who reviewed it. AI is the elite detector, but it is still no substitute for a senior developer in this case. A hopeful future (for Amodei). At a recent event, Anthropic CEO Dario Amodei he was optimistic and highlighted that these new tools ultimately benefit cybersecurity defenders. “If we handle this right, we could be in a better position than we were, because we’ve fixed all these mistakes. There’s only a finite number of mistakes to find, so I think there’s a better world in sight.” In Mozilla they are not so clear. Brian Grinstead, a distinguished engineer at Mozilla, has a more pragmatic and cautious view. He agrees in that having these options available is slightly more advantageous for defenders. However, it warns that it is very likely that attackers are already using similar techniques with their own models. The race won’t be so much who finds the bug, but rather who gets it done first. AI as part of the process. Mozilla’s immediate plan is not only to analyze already published code, but to integrate this analysis into the software development process in real time. Or what is the same: every time a new line of code is “bitten”, analyze how that can introduce vulnerabilities. Firefox 150 is proposed as the most secure version of the browser to date, and all thanks to that work between human engineers and Anthropic’s computing power. The end of bounty hunters? The rise of Mythos as a great vulnerability detector can endanger one of the most traditionally specialized professions in the world: the bug bounty hunters. The famous ‘bug bounty‘ that encouraged human experts to detect new bugs and rewarded them with succulent financial prizes could no longer make sense when faced with the use of tools like Claude Mythos. In Xataka | For decades, Linux has earned a reputation as a “shielded” operating system. Until now

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