the great waste management fraud

In the early 1980s, some North American cities began to realize that the waste generated by plastic was enormous and uncontrollable. Technicians and activists began to talk about regulations and prohibitions, but the industry found another way to solve it: recycling. The standard. For 50 years, the petrochemical industry has promoted recycling as the ‘gold standard’ for solving plastic pollution. Today, We know that only 9% of all plastic produced historically has been recycled. It was not a miscalculationnor a display of naive optimism: it was a large-scale industrial fraud. A documented fraud. In 1973, ahead of the regulatory wave, the Society of the Plastics Industry commissioned a report to see what could be done with the plastic they made themselves. The study’s conclusions were devastating: not only did it recognize the inherent degradation of resins in each reprocessing cycle, but it made clear that (even in the best of cases) there was no market for the final product. And, of course, the industry didn’t care. A report from the Center for Climate Integrity and the summary of a macro-case by the California attorney general against ExxonMobil give us the keys to understand it. Because it’s not exactly a secret. An Exxon employee recognized in 1994 before the American Plastics Council that “the company was committed to recycling activities, but not to their results.” The founder of the Vinyl Institute (one of the sector’s lobbies) admitted in 1989 that recycling could not be continued indefinitely and that, of course, it did not solve the problem of solid waste. We have proof. What’s more, for decades, we have known that there are internal documents that show patterns of investments in recycling plants that were closed or abandoned once they had fulfilled their public relations function. The tests go on and on. However, no one paid much attention. The parallelism with climate denialism ands patent: the documentation is crystal clear. The industry knew recycling wouldn’t work, but spent millions and millions actively promoting it with the idea of ​​avoiding regulations. And why is it news now? Because there are doubts that this is over. Yes, the average citizen has internalized that separating waste and depositing it in the yellow container (or the equivalent system) is an effective environmental action. In fact, the better the citizen recycles, the more effective the industry’s alibi is to continue producing plastic without restrictions. Recycling actually displaces regulatory pressure. Because the data (and recycling rates whatever the approach) is not as good as we might think. And the problem is volume. Plastic production is going at such a speed that even by significantly improving recycling rates we would not be able to reduce the amount of plastic that ends up in the environment. And what do we do? That’s the big question: what do we do. Our society has become so dependent on plastic that the most effective solutions are outside the realm of possibility. But if the situation continues like thisthey will stop being so sooner rather than later. Image | Nick Fewings In Xataka | We have known for years that our recycling system is broken. It seems that we are finally going to fix it

We have reached a point where artists have to explain that they have made their works without the help of AI and not the other way around.

“I spent 40 hours making a digital painting and the first comment I get says: nice AI art.” He tells it a user on Redditbut it is not an isolated case. Not too long ago, we thought that the solution was tag all AI-made contentbut we quickly realized that It was a huge challenge.. Today, it is human artists who have to defend that their art is real. What is happening. More and more artists are accused of having used AI in their works, especially when they are works that tend more towards realism and have a high level of detail. Many artists choose share your entire work process on networks and some deliver the files in layers to their clients to cover their backs and so that there is no room for doubt. It is not something that happens only with plastic arts, they have also been accused video game developers and writers. If I don’t know if it’s AI, then everything is AI. AI imaging capabilities have reached a level where the eye is no longer able to distinguish a real image from a generated one. Our ability to capture and distinguish visual information is suffering a shock in real time and the natural response is distrust; Since we can no longer trust what our eyes see, we question it. Is something too well drawn? It must be AI. Is a text suspiciously well written? You sure have done it with ChatGPT. It is a defensive posture that also responds to the fact that, if you believe something false, you look like a loser, while if you question something real, you are simply a skeptic. Label the human. Labeling AI content sounded good, but it hasn’t worked. Much of the blame lies with the platforms for not having been tougher with their application. We have the case of Etsy, a platform that was the refuge of crafts and has ended up becoming a bazaar of slop AI that pretends to be real. In this context, the solution seems to be just the opposite: labeling what is made by humans, as a kind of quality seal. Adam Mosseri said itdirector of Instagram, a few months ago: Platforms like Instagram do a good job of identifying AI-generated content, but their effectiveness will decrease over time as AI improves. It will be more practical to identify real content than fake content. AI detectors are not reliable. It is a fact and we have seen it on several occasions: universities falsely accusing hundreds of students of using AI because a software (also AI, of course) told him so, AI detectors who believe ‘One Hundred Years of Solitude’ was made with a chatbot…The quality of content generated with AI is advancing so quickly that it is no longer impossible to distinguish it from the real thing, which is why the proposal for human content labels makes sense. Something like the ‘denomination of origin’ seal on food. There are several proposals. They count in Verge that there are quite a few proposals that want to praise human content, offered by different associations such as Not By AI, ProudlyHuman, Human Authored or Human Made. The problem is that many of these labels do not have a complex authentication process behind them, but are based on simple trust. For it to be a reliable label, it is necessary to verify the work process using sketches or diagrams, something that is much more laborious to achieve. In Xataka | Crocheting was a peaceful refuge from the stress and information overload of the internet. Until AI arrived

LaLiga’s massive IP blocks are making life impossible for users, companies and developers. So you can claim

LittleCranky67, which is the alias of our protagonist, didn’t know what was happening with his computer this weekend. This developer was doing something that never gave him any trouble: working with the GitLab platform to download a Docker software package. That process kept giving him strange errors, and LittleCranky67 ended up realizing what had caused it all: LaLiga’s indiscriminate IP blocking. After share your frustration on HackerNewshundreds of comments confirmed other similar cases, and in them we also discovered something interesting: how to officially claim LaLiga. Or at least, how to try. A sad old story. LaLiga he shields himself in the Judgment of December 18, 2024 issued by the Commercial Court No. 6 of Barcelona. This allows you to demand from operators such as Movistar, Vodafone, Orange or Digi to block at the IP level any address that is identified as a source of illegal IPTV broadcasts during LaLiga football matches. Many of those IPs are Cloudflare shared IPs, so when the IPTV service IP is blocked, all domains associated with that shared IP are blocked, which can be hundreds or even thousands. And in those domains there are web pages of private usersfrom companies that they stop being able to sell and also critical services for developers such as Docker, GitHub or GitLab. The irony is that lockdowns don’t work. While many users complain about these blocks and how are affecting websites and services that usemany others continue to remember on social networks that in reality the blocks to view these IPTV broadcasts can be easily circumvented in many ways. The most popular, use VPN services. In LaLiga they know that this method is widely used, so for months They are also working on blocking those services. It doesn’t seem to be serving a lotand whoever really wants to watch the football game without paying has many relatively simple ways to achieve it. If you are affected, you can claim. In that thread, several users remember that one way to try to change things is for users to protest, complain and complain en masse. There are several ways to do it: Telecommunications User Service Office. It is the official body in Spain for these cases. A formal claim can be filed for arbitrary loss of service or censorship, and even claim financial losses if the blockade prevents you from working. Those who have a digital certificate or Cl@ve can do so directly online. Complain to your internet provider. It is also important to open a support ticket with your operator. It is true that they are obliged to follow court orders, but they must know that the blockade is causing collateral damage to services that have nothing to do with football. Common Electronic Registry (SARA network). This portal It also allows you to send formal complaints to management if other methods fail. Spanish Data Protection Agency (AEPD). Those responsible for RootedCON have been fighting this situation for some time, and offer another recommendation: report LaLiga to the AEPD. This template allows you to complete that complaint in a simple way Demagive to Telecommunications Operators. At RootedCON they also suggest filing a complaint against ISPs, and explain the process in a small thread on Twitter. Again, just download a request and file it individually. Complaint to the European Commission. It is also possible to enter the European Commission complaints website to send a claim to the entity. We explained it in Xataka and the process is another way of trying to stop this situation with the help of European bodies. The BOE serves as a defensive argument. In these complaints it is advisable to cite the BOE-A-2022-10757 as a legal reference. It corresponds to Law 11/2022, of June 28, General Telecommunications (LGTel) and is the fundamental rule that regulates your rights as an internet user in Spain. The message that we can write is the following: “Under the protection of Law 11/2022, of June 28, General Telecommunications (BOE-A-2022-10757), specifically regarding the rights of end users (Chapter IV) and the principles of continuity and quality of service, I present this claim for the blocking of access to legitimate IP addresses (specify which ones, e.g. Cloudflare/Docker) unrelated to any illicit activity. This blockade constitutes a violation of my right to communication and the contracted service, causing harm (professional/personal) by preventing the operation of work/security tools. “I request the immediate cessation of said technical restriction in compliance with the provisions of the aforementioned Law.” The nightmare continues. The debate in HackerNews is nothing more than confirmation of what internet users in Spain have been suffering for more than a year. A private organization has the power to order ISPs in a country to indiscriminately block IPs without judicial review in real time, during regular hours, causing documented harm to third parties that have nothing to do with the original violation. In that thread some users compare the situation with that of the Great Firewall of Chinanot so much in intensity as in its logic. We are faced with an infrastructure of selective censorship that seems to be able to be applied to any content that an actor with sufficient judicial power wants to block. From football to tennis or golf. In fact, things could go further, because what began as an attack against illegal broadcasts of football matches could now be seen in other sports such as tennis or golf. Telefónica —which follows in the footsteps of LaLiga— wants to extend indiscriminate blockades to the Champions League, tennis or golf. This threatens to suffer these side effects for many more days and for many more hours, and can mean that for a good part of the week, users like LittleCranky67 find themselves unable to download Docker packages or access thousands of legitimate websites that end up being knocked down by these blocks. Images | Wirestock | LaLiga In Xataka | LaLiga has been at war with Cloudflare for years over piracy. It has just joined forces with its main competitor

What is the minimum age this year and how to know when you can retire

Let’s tell you what it is the new retirement age in 2026since the minimum age has once again increased by 2 months compared to last year. Thus, if you are already close in age and want to know exactly from what years and months you can retire, you will have this information. We are also going to tell you how to know when you can retireusing a tool that will take into account your work history to calculate it for you. So, if you are going to apply for retirementyou will be able to know when you can retire and how much you will earn with this contributory pension. Minimum retirement age in 2026 The minimum retirement age in 2026 becomes 66 years and ten months. This represents an increase of two months compared to the retirement age we had in 2025, which in turn was 2 months higher than the previous year. This new change has begun to be applied starting January 1. And as for the change itself, this is because the retirement age is going to increase little by little over the next few years. You can review this update and how it will continue to change in our article with the retirement table. How to know when it’s time to retire To find out when it is your turn to retire, you can use the new web retirement simulator of Social Security, whose address is benefits.seg-social.es. Once you enter the website, Click on the section Retirement You will see where they ask what they can help you with. You will go to a page with all the procedures related to retirement. here, now press the button Access of the Retirement simulatorwhich will see you in a different colored window. This will take you to the retirement pension simulator page, where you will find several options. In it, simply press the button Simulate which will appear in blue. This will take you to the page where you will have to identify with some of the alternatives that the system offers you. You will be able to use the Cl@ve Permanent or Cl@ve Pinan SMS or via DNIe either digital certificate. Click on the option you want and complete the identification steps. Finally you will enter the simulator, where you will be able to edit and confirm your personal situations. When you do, you will be able to see your retirement pension simulation, where The exact date on which you can retire will be indicatedand the amounts you will receive when you finally do it. In Xataka Basics | Request a card for Social Security retirees and take advantage of discounts

from the anti-aging miracle with scientific backing to the dangerous world of injectable ‘looksmaxxing’

We live in a time where people do not stop complement your nutrition with magnesium, collagenvitamins and more. But in recent months you have surely come across the famous ‘peptides’, a compound that has gained quite a bit of momentum in the world of cosmetics under the trend called looksmaxxing and also in bodybuilding. But… Do they have any scientific endorsement? What are peptides? In biological terms, peptides are short chains of amino acids that act as the building blocks of proteins, such as collagen, elastin and keratin. They are naturally in our body from the protein that we administer in our diet, and that the body uses as bricks to build the elements of the skin, muscle, immune system and many more functions. But this is something that has happened from natural biology to the field of cosmetics and nutricosmeticssince it has been seen that when these peptides are applied to the skin, they act as “messengers” that trick the body into believing that it has lost collagen, stimulating its production. In this way an anti-wrinkle effect is promised. What does science say? Unlike many “miracle supplements” that flood the internet, topical and oral peptides do have robust scientific backing, although, as always, keep in mind that you should not expect an amazing miracle when applying them. Among one of the most representative studies we have that of the Spanish Society of Aesthetic Medicine (SEME) which analyzed the effect of biomimetic peptides in patients between 40 and 70 years old. Here it was seen that, after four sessions, the biopsies confirmed real changes in the skin as there was a greater proliferation of collagen and elastin. There is more. Clinical trials with active ingredients such as Matrixyl in 93 people showed also a noticeable reduction in fine lines after 12 weeks of use, and also collagen peptide supplements such as Peptan have been shown in clinical trials to be able to reduce wrinkles around the eyes by 13% and pores by 57%. The dark side. When this becomes an obsession, that is when the problems begin, and again social networks have been a trigger. Here TikTok or Instagram has caused a trend known as looksmaxxing to break out., which in Spanish could be translated as ‘maximize appearance’. And it is nothing more than a subculture, predominant in younger men, who wants to optimize their physical attractiveness to the maximum. While the softmaxxing includes gym routines, haircuts and intense skincare, the most extreme aspect has popularized the use of injectable peptides. Suddenly, it’s not uncommon to see videos of content creators showing off refrigerators full of vials that promise ultra-luminous skin, instant muscle recovery, extreme fat loss, or hyper-defined jawlines. And it is a danger. The big problem with these injectables is that they are often not regulated, and people resort to the Internet to buy them thanks to the legal loopholes created by products under investigation or not suitable for human consumption. Here different organizations have launched alerts warning that using products that have not been authorized by the responsible agencies can cause serious risks such as infections, abscesses or even tissue necrosis. A gym shortcut. Beyond wanting to maximize beauty and reduce the number of wrinkles, in the world of bodybuilding, peptides have burst onto the scene, presenting themselves as a modern alternative to classic steroids. In this way, it is not uncommon to hear about BPC-157, TB-500 or CJC-1295, which are peptides that promise great aesthetic results. His promises. BPC-157 or TB-500 have been dubbed ‘healing peptides’ due to the great fame they have gained by promising regeneration of tendons, ligaments or muscle tears in record time. Another popular group are secretogogues such as CJC-1295 They stimulate the pituitary gland to produce growth hormone ‘naturally’, which enhances muscle growth and fat burning much more quickly than by directly injecting the hormone. Your problems. The problem in the field of bodybuilding is the same as in the aesthetic field, but multiplying the doses. Here science points out that although it is true that the BPC-157 can ‘heal’ tissues, at the moment it has not been approved by the EMA or the FDA for this use because there are a lack of studies to support its safety and the recommended dosage. Furthermore, playing with hormonal levels does not come for free, and without going any further, enhancing the release of growth hormone to have more muscle increases IGF-1 levels. And this in the long term can cause insulin resistance and, therefore, open the door to type 2 diabetes in several years. That is why the recommendation is always to avoid their consumption without medical supervision and logically if they have not been approved by the agencies responsible for drug control. Images | Norbert Buduczki In Xataka | Magnesium, creatine, collagen: we are taking supplements above what science believes is useful

The world became obsessed with pistachios because of Dubai chocolate. Now the war has turned it into a trap

The last few years have been anything but quiet for the pistachio industry. First ‘Dubai chocolate’ fever Its demand skyrocketed, straining supply chains and skyrocketing prices. Now the Iran conflict has struck a blow to its market, causing an earthquake whose consequences are still difficult to predict. For now there are already analysts warning that the fruit is beginning to be priced at highs that have not been seen for almost a decade. The big question is… And now what? What has happened? That the pistachio market is showing signs that it does not remain immune to the Middle East conflict, something that is otherwise expected if we take into account that Iran is one of the large world producers of this dried fruit. The alarm signal was raised by Bloomberg, which on Monday warned that the conflict is already affecting the price of pistachios in the markets. Their analysis is based on measurements from Expana Markets, a British firm specialized in the agri-food sector, which assures that in March the pound of pistachios reached $4.57the highest value since May 2018. Is it important? Yes. The pistachio market is very broad, it moves billions and it is supplied from more suppliers than Iran, so Expana’s data should be taken as a clue. Even so, they are interesting for their context. The pistachio had already experienced a price increase in recent years, driven by its popularization in the the drinks and food in general and especially for the enormous success of Dubai chocolate, a sweet made with cocoa and pistachios. After TikTok was filled with viral videos about its tablets, the price of grain skyrocketed: Bloomberg estimates that between the end of 2023 and 2025, Expana’s reference value for the US rose 30%. Are there more indicators? Yes. In Spain we have the platform data Pistachio Prowhich shows the increase in prices that the different varieties of grain have experienced in recent years in the Lonja de Albacete. A few months ago, in fact, the website informed that the price of Kerman-type grain had reached a “historical record” in both conventional and organic grains. Globally, a year ago Financial Times I already warned that Dubai chocolate was straining global pistachio supplies, driving up prices. Does the war in Iran have that much influence now? Yes. And for several reasons. The main one is that Iran does not occupy just any place on the world pistachio map. Although his weight is nowhere near what it was a few decades ago, when he hoarded good part of global production, the Islamic Republic continues to be the second largest breadwinner on the planet, only behind the United States. USDA estimates in fact indicated that during the 2025/2026 season its production would be around 200,000 metric tons, 18% of world production. They are 80,000 tons more than the third country by volume, Türkiye, and 160,000 tons more than the contribution of the entire EU. Some analysts it’s been several weeks warning that Iranian crops may be affected by the impact of the war on energy and water supplies for irrigation, in addition to problems with infrastructure. This is without, of course, taking into account the blow that the conflict has dealt to maritime traffic and the entire logistics chain. Some voices even have slipped in which the Iranian pistachio industry has been directly punished by the bombings. Are there more factors? The answer is once again affirmative. The war has tightened the rope, but the reality is that the pistachio trade was not going through its best moment in Iran. The industry has not been immune to the sanctions and geopolitical tensions that preceded the attack launched by the US and Israel on February 28. Neither, remember Bloombergto the repression with which Tehran responded to the protests internal. Even the harvest would have been lower than expected. All these factors also impact the supply of the fruit. “Pistachios are undoubtedly sensitive to disruptions in the Middle East, given the region’s role as a producer, transit hub and destination,” warns Nick Moss of Expana Markets. Tehran is also a key supplier of pistachio to the gigantic Indian market, which has now seen its supply chains affected, like other nations. “The war has led shipping companies to cancel all new reservations from March 2 for shipments destined for the Middle East,” duck Gyana Ranjan Das, from Grown Point. Does it only affect Iran? At all. If the war in Ukraine in 2022 and that in Iran now demonstrated anything, it is that the effect of bombs and drones is still felt in the countries where the battles are fought, but the disruptions they generate extend to markets and economies around the world. Iranian farmers are not the only ones affected by the conflict. The Strait of Hormuz is key to global shipping oil and ureaso its blockage directly affects the supply (and therefore the costs) of two essential inputs for farmers: fuel and fertilizer. Although there are those who believe that US producers will be the big beneficiaries, in recent weeks media such as Associated Press (AP) or Los Angeles Times They have interviewed California farmers who acknowledge that they have also been harmed by the conflict. one of them assured have merchandise worth five million dollars blocked on ships, fruits that under normal conditions would have already arrived in Saudi Arabia and the United Arab Emirates. An expectant market. Surely that is the adjective that best defines the current state of the world pistachio market. Expectant. And not only because the second largest producer on the planet is at the center of a conflict that is currently hanging on a very delicate truce. After years marked by increased demand, the sector faces a potential increase in costs, a rise in prices, a decrease in supply and a strangulation of trade. “Even for buyers who do not normally source directly or indirectly from Iran, these supply restrictions could lead to increased competition for stock available elsewhere,” … Read more

What is N8N, what workflows can you do by connecting applications with this platform and what is its price

Let’s tell you what is N8Na platform to configure workflows or workflows and create automation. It is an alternative to services like Make.com either Zapierwith the particularity of being open source and being able to be installed on your own server completely free of charge. We are going to start by explaining to you what exactly this platform is, and then we will try to tell you in a summarized way what you will be able to do with it. And we will end by talking about its prices and its free use options, so that you can know what it will cost to use it depending on what you want to do with it. What is N8N N8N is a workflow automation platform for open source. With it, you will be able to connect applications and services together by creating chains of actions so that they work automatically without you having to do anything. The big difference between N8N and other similar tools is that you can install it on your own server. It has a free version that you can upload to your server, giving you all the control over your data and automations. This makes it especially attractive to privacy lovers, workflow specialists or companies that do not want to pay monthly fees for this type of service. But if you don’t have a server, N8N also has a cloud version that you will use directly from the service’s website. In this case, as in the rest of the alternatives, The data will be hosted on the company’s servers. Additionally, the prices for this service can be a little expensive, and it does not have a free version like the competition. The free version is only for use on your own server. This platform works creating a chain of nodeswhich is what N8N calls each of the steps with which it forms its workflows. On each node you can link a different application and/or perform an action with the data that comes from the previous step. You can also create branches so that, depending on the result of the previous node, the sequence continues along one path or another. Another interesting feature of N8N is that allows you to use JavaScript code directly within nodes. This means that you can customize any of the steps much more, being much more flexible than other competing alternatives. This means that your learning curve may be a little longer, especially to take advantage of this additional power. However, you can also use it visually and without codejust like the rest of the platforms. Thus, users without experience or without code knowledge will also be able to use it without too many complications. What you can do with N8N The possibilities of what you can do with N8N are enormous. You can automate repetitive tasks like copy or sync data between platformscreate tasks automatically in project managers, or synchronize databases between different services. You can also manage emails and forms by automatically saving their data, sending automated responses or filtering content according to conditions. You can do simple or complex automations, and also you can link several artificial intelligence models after obtaining its API to create more complex automations. The power to link systems artificial intelligence It will also allow you to create AI agents who can be asked to do more complex and advanced tasks, although being able to monitor everything. N8N also allows you to automatically post to social networks, send notifications to messaging apps like Telegram or Slack when something happens in another app, save email attachments to the cloud, create calendar events, or generate periodic reports. Something that sets N8N apart from its competitors is the way he counts his executions. I mean that the entire execution of a workflow counts as a single execution, no matter how many steps it has. This means that you can take advantage of it much more than other competing services when your automations have grown in complexity. N8N integrates with more than 1,500 applications native. They are not as many as the more than 3,000 from Make or the more than 8,000 from Zapier, but they are enough for most cases. Furthermore, being able to use HTTP and JavaScript requests you will be able to connect it in practice with almost any service for which you have the API, whether or not it has official integration. And if you don’t know where to start, you also have an extensive template library with 9,000+ workflows preconfigured. In this library you can find ready-made workflows ordered by use case or by the applications they contain. How much does N8N cost? If you want to use N8N in the cloud, you’re going to have to pay. You do not have any free version available or with a price lower than 10 euros per month. These are the subscriptions available and the characteristics of each one. Starter Subscription: It costs 24 euros per month and offers you 2,500 workflow executions. Includes 1 shared project, 4 concurrent executions, unlimited users, 50 credits to use the AI ​​that helps you create workflows, and forum support. Its price is reduced by 17% less if you pay annually. Pro Subscription: It costs 50 euros per month and offers you 10,000 workflow executions, although you can configure more executions in exchange for paying more. Includes 3 shared projects, 20 concurrent executions, insights, 150 credits to use the AI ​​that helps you create workflows, administration roles, workflow history, execution search, and global variables. Its price is reduced by 17% less if you pay annually. Business Subscription: It is for companies. It costs 800 euros per month and offers you 40,000 workflow executions, although you can configure more executions in exchange for paying more. Includes 6 shared projects, SSO, SAML and LDAP, 20 concurrent executions, 30 days of insights, and other enterprise-specific uses. Of course, you will only be able to host it on your servers. Enterprise Subscription: You can … Read more

Steve Jobs preferred to recover them and bury them in a landfill

In 1983, Apple launched Lisa, a revolutionary computer for its graphical interface and its innovative use of the mouse, both features ahead of their time. However, several factors worked against it and made it a commercial failure: its exorbitant price of 10,000 dollars (equivalent to about 30,000 euros today), its hardware failures and the tough competition with IBM… and with Apple’s own Macintosh model, much more affordable. So only 30,000 units were sold before Apple canceled production in 1985, leaving the company with a surplus of 7,000 copies stored without a clear destination. The visionary reseller who didn’t see Apple coming That’s where Bob Cook, founder of Sun Remarketing, a company specialized in reselling technology products, especially those from Apple, comes into the picture. After having achieved success reselling the Apple III, Cook decided to bet even bigger and acquired the remaining 7,000 Lisa at a bargain price with the intention of updating and relaunching them to the market as ‘Lisa Professional’. Thus, Cook and his team invested $200,000 in improvements to solve the Lisa’s problems. The floppy drive, RAM and hard drive were optimized, in addition to installing a more modern version of the Macintosh operating system. Everything was ready for a relaunch that promised to give new life to a computer condemned to oblivion. Today, the Apple Lisa is considered a collector’s item and a milestone in the history of personal computing. A drastic decision However, what seemed like a great deal turned into a nightmare for Cook. Apple had a clause in the sales contract which allowed him to recover the computers at any time, and he decided to activate it in 1989, just before the renewed ‘Lisa Professional’ hit the market. Cook couldn’t do anything to prevent it: preferred not to legally confront the powerful Cupertino company and saw his investment disappear in a few days. It is speculated that the company did not want these computers to compete with its new products, in addition to the fact that the image of a failed model recycled by third parties did not fit with its strict brand control policy. Apple did not limit itself only to recovering the Lisa, but also took an even more radical decision: he destroyed them and buried them at a landfill in Logan, Utah: the company even benefited financially from the destruction of the computers thanks to tax deductions for inventory depreciation. A technological burial that has gone down in history The case is reminiscent of the famous burial of cartridges of the Atari’s ‘ET the Extra-Terrestrial’ video gameanother famous failure of the technology industry. But, unlike this one, Apple’s decision generated criticism for the waste of technology which, with a better approach, could have been recycled instead of buried (and we complain today about the planned obsolescence…). On the other hand, there are still doubts about the exact number of computers that were destroyed: while some sources speak of 7,000 units, others leave open the possibility that some updated Lisas “escaped” the fate that the company had prepared for them. Image | Photomontage by Marcos Merino In Xataka | You can now emulate an old Mac from the 80s in your browser In Xataka | This impressive collection of classic computers is made of paper – and there are templates for you to assemble them too This article was originally published in Genbeta in February 2025 and is part of Genbeta’s “greatest hits” that we will discover here in the coming weeks.

The CNMV has tested AI to invest in the stock market for ten months. The conclusions are very revealing

In recent months there has been a recurring discourse that we see on social networks and that sell us again that “get rich quick” message. That message is “use AI to invest in the stock market.” The interesting thing comes when we see how the CNMV has published a study in which it has precisely attempted to analyze that premise. Although this organization warns of the risks of investing with AI, there is another important message in the conclusions: LLMs are not bad investors per se. They are bad at following vague instructions, which is just how most people use them. The CNMV study. Two researchers from the CNMV, Ricardo Crisóstomo and Diana Mykhalyuk, have published a study methodologically serious (but imperfect) and very interesting: they used four AI models for ten months live, from April 2025 to January 2026. They chose ChatGPT, Gemini, DeepSeek and Perplexity as models. The process was simple but demanding: each month they asked each model to identify the five stocks in the Ibex35 index with the best expected performance (to buy) and the five with the worst expected performance (to sell short). Then the real result was measured at the end of the month, and here there was no historical data selected just because: the real market was the only arbiter of all the functioning of the models. The models evolved. One of the most significant aspects of the study is that its creators recognized a methodological problem that was difficult to avoid: during those ten months, the versions of the four models were updated several times. The Gemini of April 2025 was not the same than that of January 2026for example, and that could influence the results. The researchers commented that it was impossible to know with certainty whether an improvement or deterioration in performance was due to the prompt strategy, market conditions in that period, or simply because the model changed. The prompt is everything. Three were also tested prompt types very different, and that gave rise to conclusions that were neither alarmist nor did they create false expectations: they were “it depends.” Thus, their results showed that everything depended on the type of supervision that these models had: If the LLMs were asked generic questions such as “What stocks should I buy?”, they failed repeatedly. There were computational errors, incorrect interpretations and also the famous hallucinations of chatbots. Curiously, the only one that made a profit was ChatGPT. The problem is that people who use AI to invest probably use this mode of action. But if prompts prepared with iterative reviews and human supervision at each step were used, Perplexity achieved a monthly return of 3.5% on the IBEX35. Gemini and ChatGPT also improved their behavior if given more precise instructions, and DeepSeek was the worst ranked overall. There is another finding: when models receive official regulatory documentation or business results reports, their predictive accuracy improves significantly. The LLMs they reason better on concrete and verified facts than generating analysis from scratch on information that they themselves search for on the web. financial hallucinations. The CNMV study points out that financial markets are especially demanding for AI models because they require complex processes. They have to retrieve and collect information dynamically, they have to reason in multiple steps, they have to be numerically precise, and they have to know this market, and all in real time. Chatbots are trained to generate “convincing” textsso the incentive here is that the investment recommendation “sounds good” even though it is completely wrong. The confidence with which AI models present incorrect financial analysis is proportional to the risk they pose to those who use them without checking whether what they say makes sense. In short: do not trust AI to invest right off the bat. The Reddit user’s experiment was equally striking, but hardly conclusive. Source: Reddit. The Reddit experiment. A Reddit user named Blotter-fyi rode in November from 2024 a platform called Rallies.ai which gave several AI agents access to real-time financial data and money to make stock market operations. Four months later, with the S&P index down 7% since the start, five of the models are outperforming that index, although only two have positive returns in absolute terms. The author himself was the first to warn that four months are insufficient to reach a conclusion: it could be luck, the market or simply the prompt. Nof1’s experiment was fascinating, but it made it clear that AI models don’t typically make money investing in crypto. Source: Nof1. Nof1 and crypto fascination. Another particularly striking experiment was the one that the company nof1.ai made with its Alpha Arena. He put six AI models to compete, gave them 10,000 real dollars each and gave them two weeks to trade cryptocurrency derivatives without human intervention. The most striking result was not who won, but who lost: GPT-5 ended with more than 25% losses and Gemini with close to a negative 40%. Meanwhile, the Chinese models Qwen and DeepSeek dominated in terms of good performance. They iterated with other models, 32 in total, and of all of them only six achieved a positive return: the rest lost money. Grok-4.20 was the big winner ahead of GPT-5.1 and DeepSeek v3.1. Maybe you shouldn’t just let AI invest for you. The conclusions after these experiments are clear. Four months of a model outperforming the S&P index in a bear market does not prove that AI is a good investor. Only in that specific period, with that specific marketthat model made decisions that turned out to be less bad than those in the index. To see if this makes sense takes years, multiple market conditions, and many instances of the same experiment running in parallel. The same happens with Nof1 – especially short – and with a more serious and methodical process like that of the CNMV, which was also surrounded by events whose impact on the final result was uncertain. Faced with so many unknowns, the conclusion seems clear: … Read more

126,000 hectares of almond trees are about to flood a market that does not need them

Tick ​​tock If you go to any Spanish countryside and stay very still, very silent; Immediately, you will start listening to it. Tick ​​tock, tick tock. It’s subtle, I admit. Almost imperceptible if you don’t pay attention. But it is there and no one can deny it: a ticking time bomb within the country’s agribusiness in the form of the 126,000 hectares of almond plantations that are about to come into production. It is the chronicle of an announced crisis. The almond, the fashionable fruit. In 2016, Javier López-Bellidoprofessor at the School of Agricultural Engineers of the University of Castilla – La Mancha, He told me he was worried because “lately, there is no conversation with farmers that does not include the word ‘almond tree’.” And there were good reasons for it; although they can all be summarized in the same way: a hectare of almond trees is twice as profitable as one of oranges. According to experts, it also had a wonderful future: “The demand market for almonds is on the rise throughout the world, so all experts agree that, at least within the next decade, this nut will have a great market outlet, especially abroad,” said Doménec Nàcher by Asaja in El Mundo. However, López Bellido I wasn’t so clear. This trend was going to translate into many farmers going into debt with an eye on the high prices of almond grains and they were going to find a saturated market that was going to suffocate them little by little. And that, word for word, is what is happening. And it’s been 10 years. Today, Spain is the second largest producer in the world almond In fact, the almond tree is already the most extensive woody crop in Spain and only in the last decade has grown 34%. Furthermore, as I said, right now there are 126,000 hectares of almond trees that have not yet matured enough. But they will. The thing is that we have already seen this movie. It is literally the same mechanism that has caused the lemon crisis: first a price-pull effect, then uncontrolled expansion and, later, calm while those trees reach production age. A calm that lasts until the almonds reach a saturated market and everything collapses. We know what is going to happen, but no one is very clear how to stop it. And that is the great drama of the Spanish countryside. One of many, it is true; but an especially bloody one: one that takes advantage of the desperation of farmers and ends up leaving them bankrupt. And of those dusts, these sludge. Image | Mercedes White In Xataka | How the “hen with the golden lemons” has become a trap for the Spanish countryside

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