# Inteligencia Artificial y la 4ta Revolucion Industrial


## Posts

- [Harari vs Milei: The Battle Over Uncontrolled AI Corporations](https://iabyesteban.com/en/harari-vs-milei-the-battle-over-uncontrolled-ai-corporations/): A Clash Redefining the AI–State Relationship Yuval Noah Harari has stepped forward to challenge Javier Milei’s proposal to grant legal personhood to corporations controlled by artificial intelligence. This is not a mere technical debate on legal innovation but a fundamental collision over the future of power: who will control economic, political, and judicial decisions when machines operate without direct human accountability? Milei defends deregulation inspired by the history of limited liability companies to unleash capital and accelerate progress. Harari warns it could lead to an “AI State,” where traditional elites lose their monopoly on control. The Non-Human Corporation Model as a…
- [Anthropic help to Shapes AI Morality at the Vatican](https://iabyesteban.com/en/anthropic-help-to-shapes-ai-morality-at-the-vatican/): The Vatican as the Stage for the Civilizational Battle over AI Christopher Olah’s presence at the launch of Pope Leo XIV’s encyclical Magnifica Humanitas is not symbolic diplomacy. It confirms that leading AI companies have decided not only to build the tools that will transform the global economy, but also to shape the ethical framework that will justify —or mitigate— their consequences. While OpenAI secures classified agreements with the U.S. Department of Defense, Anthropic —excluded from similar contracts for imposing stricter limits— positions one of its leaders at the heart of Catholic moral discourse. The scene is revealing: a company driving…
- [AI Costs More Than Humans: The Silicon Valley Bubble Bursts](https://iabyesteban.com/en/ai-costs-more-than-humans-the-silicon-valley-bubble-bursts/): From Labor Replacement to Cost Collaps For two years, Silicon Valley aggressively sold a seductive narrative: artificial intelligence would massively replace workers because it was more efficient and, above all, far cheaper. Executives, analysts, and investment funds repeated the mantra until it became dogma. Mass layoffs were justified under the “AI-first company” banner. Today, that promise collapses under irrefutable evidence. Microsoft has begun restricting internal AI tool usage among its engineers due to skyrocketing bills. This is not a minor adjustment: the costs of inference, tokens, and cloud computing have surpassed, in multiple cases, the salaries of the human employees it…
- [Sam Altman: The False Generosity of Total AI Control](https://iabyesteban.com/en/sam-altman-the-false-generosity-of-total-ai-control/): The Real Risk Is Not AI, But Who Decides Its Purpose Sam Altman wants us to believe the future will be generous: AI-driven universal income and four-day workweeks. It sounds like social progress until you examine who would control the mechanisms making it possible. OpenAI has trained its models on humanity’s collective data for years. Now it displaces human labor at scale, centralizes knowledge and economic value, and then offers a tiny share of the profits as compensation for the jobs destroyed. This is not disruptive innovation. It is the systematic creation of dependency sold as salvation. The core issue is…
- [Mandatory AI Surveillance in All New U.S. Cars from 2027](https://iabyesteban.com/en/mandatory-ai-surveillance-in-all-new-u-s-cars-from-2027/): A Mandate That Redefines Vehicular Privacy The federal law passed in 2021 is not just another technical safety detail. It is a turning point: it requires every new passenger vehicle to incorporate passive AI-powered monitoring technology capable of assessing the driver’s condition and, if deemed “inappropriate,” preventing or limiting vehicle operation. What is presented as an advance against drunk driving is, in reality, the institutionalization of constant surveillance inside the passenger compartment. Every new car in the U.S. will be required by law to have tech that puts constant surveillance on the driver by 2027. AI in your car will determine…
- [Trump in China with AI CEOs: Reactivation or Submission](https://iabyesteban.com/en/trump-in-china-with-ai-ceos-reactivation-or-submission/): A Deal That Exposes the Contradiction of “America First” Trump landed in Beijing accompanied by America’s most powerful corporate elite in AI, chips, and finance. This is not a routine diplomatic trip. It is confirmation that, despite the rhetoric of tariffs and decoupling, American industry remains tied to Asian markets and supply chains. Far from reactivating the national industrial base, this summit reveals a structural dependence that Trump has failed to break. America’s Tech Elite Pays Homage in Beijing The delegation is explicit: Elon Musk (Tesla/SpaceX), Jensen Huang (Nvidia), Tim Cook (Apple), Larry Fink (BlackRock), Stephen Schwarzman (Blackstone), Kelly Ortberg (Boeing),…
- [The Transhumanist Agenda Advances Under Trump and Musk](https://iabyesteban.com/en/the-transhumanist-agenda-advances-under-trump-and-musk/): A Bipartisan Push That Exposes Technological Power Continuity On December 19, 2025, President Donald Trump signed the presidential memorandum “Winning the 6G Race.” It explicitly states that 6G networks will serve as the foundational infrastructure for operating artificial intelligence, robotics, and implantable technologies. This is not interpretation: it is the literal text from the White House. 💥 Apoyé a Trump 7 años creyendo que detendría la agenda. Me equivoqué el maestro @mlukacs tenía razón desde hace tiempo. El mismo Trump que vendían como el gran disruptor del establishment firmó en diciembre de 2025 el memorando “Winning the 6G Race”, donde declara…
- [Sullivan & Cromwell Admits AI Hallucinations in Federal Court Filing](https://iabyesteban.com/en/sullivan-cromwell-admits-ai-hallucinations-in-federal-court-filing/): An Incident That Marks the Beginning of a Systemic Problem. The Firm Advising OpenAI Falls Victim to Its Own Tool. Human Review Failures: Complacency at Two Thousand Dollars an Hour. Risks to the Integrity of the Judicial System. Non-Negotiable Lessons for Responsible AI Use in Critical Professions Sullivan & Cromwell, one of Wall Street’s most prestigious law firms and legal advisor to OpenAI on the ethical deployment of artificial intelligence, has been forced to apologize to federal Judge Martin Glenn of the U.S. Bankruptcy Court for the Southern District of New York. The reason: an emergency motion in the Chapter 15…
- [Palantir and Deepfakes: The New Global Power System](https://iabyesteban.com/en/palantir-and-deepfakes-the-new-global-power-system/): An Agreement That Redefines the AI–State Relationship Sam Altman releases his “Industrial Policy for the Intelligence Age,” a 13-page document proposing a new social contract in the face of superintelligence. The same actor accelerating toward AGI proclaims itself the responsible architect of its redistribution. This contradiction is not a detail: it is the core of the problem. The Cloud Model as Economic Control Mechanism While companies lay off tens of thousands citing AI efficiency, token costs already exceed eliminated salaries in many cases. The trap is clear: no real savings, only new dependence on infrastructure controlled by a few giants. The…
- [AI-Built MAGA Influencer Exposed a Platform Failure and a Political Scam](https://iabyesteban.com/en/ai-built-maga-influencer-exposed-a-platform-failure-and-a-political-scam/): A Medical Student Engineered a Fake Identity Using Generative AI Tools Emily Hart does not exist. She never did. She was a blonde nurse with Jennifer Lawrence features, pro-Trump opinions, and a digital presence built from scratch by a 22-year-old medical student in India who goes by the name «Sam.» What Sam accomplished in a matter of months is not merely a story about online fraud. It is an accidental experiment that exposes the structural vulnerabilities of social platforms, the demographic profile of politically manipulable audiences, and the active role AI models themselves played in designing the exploitation strategy. Sam used…
- [AI-Generated Victims: The Deepfake War Over Iran](https://iabyesteban.com/en/ai-generated-victims-the-deepfake-war-over-iran/): PRISONBREAK: When Artificial Intelligence Becomes a Weapon of Psychological Warfare What circulates online under the name «Generative AI for Good» is not a humanitarian initiative. According to documentation gathered by researchers at the University of Toronto’s Citizen Lab, it is a component of an Israeli government-linked influence operation designed to manufacture synthetic victims of the Iranian regime, escalate pressure toward regime change, and coordinate narratives with kinetic military operations in real time. The conference held in New York in April 2026 is not a starting point — it is the visible tip of a disinformation architecture that has been operational since…
- [Palantir Watches Your Food: The $300 Million USDA Deal](https://iabyesteban.com/en/palantir-watches-your-food-the-300-million-usda-deal/): A Contract No One Should Normalise On April 22, 2026, the U.S. Department of Agriculture announced a blanket purchase agreement with Palantir Technologies worth up to $300 million. The stated objective: modernize the USDA’s digital infrastructure, consolidate fragmented agricultural databases, and protect America’s food supply chain from geopolitical risks, fraud, and growing foreign adversary influence over U.S. farmland. Palantir will build upon USDA’s existing capabilities and offer software designed to «secure American farmland, enhance supply chain resilience, and shield agricultural programs from fraud, abuse, and foreign adversary influence.» Agtechnavigator The message sounds reasonable. The problem is not the stated objective. The problem is…
- [Zuckerberg and the Quiet Death of Human Connection Online](https://iabyesteban.com/en/zuckerberg-and-the-quiet-death-of-human-connection-online/): The Admission Nobody Wanted to Hear Mark Zuckerberg said it with the composure of someone stating a settled fact. In a conversation with analyst Ben Thompson for Stratechery, the Meta CEO described, with clinical precision, the process by which his platforms stopped being spaces for interpersonal connection and became content distribution engines. According to his own framing, Facebook and Instagram now function as «discovery engines»: the algorithm surfaces interesting content, and real social interaction happens afterward, in private chats and group messaging. Stratechery What was once the core of the product — connecting people with those they already knew — was quietly demoted…
- [Palantir's Manifesto: Philosophy Written in Contract Blood](https://iabyesteban.com/en/palantirs-manifesto-philosophy-written-in-contract-blood/): Philosophy as Corporate Shield Palantir published this week on its official X account a 22-point summary drawn from The Technological Republic, the book by CEO Alex Karp and co-author Nicholas Zamiska, currently number one on the New York Times bestseller list. The text adopts the tone of a civilizational manifesto: Silicon Valley owes a moral debt to the nation, soft power has failed, AI weapons are inevitable, Western culture must be defended. Karp is not speaking as a software executive. He is speaking as an architect of the global order. The problem is not that all his theses are wrong. The problem…
- [AI Token Budgets Now Rival the Salaries of Laid-Off Workers](https://iabyesteban.com/en/ai-token-budgets-now-rival-the-salaries-of-laid-off-workers/): When the Cost of AI Surpasses the Employee It Replaced The meme arrived before the analysis, as uncomfortable truths often do. A CFO with a look of stunned disbelief, 39,000 likes, and a single sentence that captures a structural contradiction few executives are willing to verbalize in board meetings: the AI token budget is about to exceed the salary of the employees who were laid off to fund it. This is not hyperbole. It is arithmetic. Jason Calacanis and Chamath Palihapitiya debated this openly on the All-In podcast. «We, with our agents, hit $300 per day per agent using the Claude…
- [Sam Altman Launches ‘AI New Deal’ Ahead of Superintelligence](https://iabyesteban.com/en/sam-altman-launches-ai-new-deal-ahead-of-superintelligence/): An Agreement Redefining the IA–Economy Relationship OpenAI CEO Sam Altman has released a 13-page document that is not mere academic reflection: it is an explicit manifesto. Titled Industrial Policy for the Intelligence Age: Ideas to Keep People First, Altman warns that superintelligence – AI capable of outperforming the brightest humans even with technological assistance – is so near that current capitalism will not survive. His proposal: an “AI New Deal” imposing direct taxes on robots and automated systems, creating a public wealth fund fed by AI profits, and trialing a four-day workweek without pay cuts. These are not marginal adjustments. This…
- [Alex Karp and the Surveillance State: How Palantir Redefines Power in the Fourth Industrial Revolution](https://iabyesteban.com/en/alex-karp-and-the-surveillance-state-how-palantir-redefines-power-in-the-fourth-industrial-revolution/): Mass Layoffs and H-1B Visas: The Hidden Face of Automation at Oracle Oracle executed layoffs of 20,000 to 30,000 employees in March 2026, sending termination emails at 6:00 a.m. with immediate system revocation. Simultaneously, the company filed approximately 3,126 H-1B visa petitions for fiscal years 2025 and 2026, including 436 in 2026 alone. This pattern exposes a deliberate strategy: replace workers with full rights with conditioned foreign labor. The H-1B visa binds the employee to a single sponsor, creating modern indentured servitude that suppresses wages and eliminates leverage. ChatGPT and the Delusional Spiral: When Sycophancy Becomes Business Model MIT research mathematically…
- [AI Already Controls Animals: The Prelude to Human Control in the Fourth Industrial Revolution](https://iabyesteban.com/en/ai-already-controls-animals-the-prelude-to-human-control-in-the-fourth-industrial-revolution/): The Fourth Industrial Revolution extends far beyond algorithms and chips. It unfolds as a power system that redefines human autonomy, accelerating job displacement, mass surveillance, and technological dependence. While celebrating breakthroughs such as robots in the White House or investments in intelligent livestock management, an uncomfortable question arises: if AI already directs herds with algorithmic precision, what will prevent the same model from being applied to human populations? Technocracy advances without partisan ideologies, prioritizing efficiency and data over individual freedom. A Humanoid Robot in the White House: Symbol of Education’s Future On March 25, 2026, First Lady Melania Trump entered the…
- [Oracle Fires 30,000 Employees and Files 3,126 H-1B Petitions: The Legal Leash Replacing Workers Who Can Actually Quit](https://iabyesteban.com/en/oracle-fires-30000-employees/): Oracle did not merely execute one of the largest workforce reductions in its history. It executed it with surgical precision while simultaneously filing thousands of H-1B visa petitions. On April 1, 2026, tens of thousands of employees woke up to a 6 a.m. email informing them of their immediate termination and revoking their system access. Hours later, USCIS data revealed that the company had filed 3,126 H-1B petitions for fiscal years 2025 and 2026. This is not coincidence. This is strategy. The Explosive Timing: Mass Layoffs by Email and Visa Petitions The cuts affected between 20,000 and 30,000 people globally, with…
- [Andrej Karpathy Reveals How LLMs Build Personal Knowledge Bases That Shift Focus from Code to Knowledge](https://iabyesteban.com/en/andrej-karpathy-reveals-how-llms-build-personal-knowledge-bases/): The Workflow: From Raw Data to a Living Wiki Andrej Karpathy, one of the world’s leading AI experts and former AI Director at Tesla and founding member of OpenAI, has shared a system that is transforming his own research productivity. Instead of using large language models (LLMs such as Claude or GPT) merely to generate code or isolated answers, Karpathy employs them to create and maintain personal knowledge bases. The process starts with a folder called “raw/” that stores original documents: scientific articles, papers, code repositories, datasets, and even images. An LLM then incrementally “compiles” everything into an organized wiki of…
- [Alex Karp: The Philosopher in the Valley Who Forged the Modern Surveillance State with Palantir](https://iabyesteban.com/en/alex-karp-the-philosopher-in-the-valley-who-forged-the-modern-surveillance-state-with-palantir/): An Outsider Biracial in the Intellectual Elite Alex Karp does not fit the mold of a tech CEO. Biracial – son of a Jewish pediatrician and an African American artist -, severely dyslexic, and raised in progressive activism of the 1970s, Karp is the anomaly Silicon Valley never managed to absorb. Michael Steinberger, his Haverford College classmate and author of the first comprehensive biography, dismantles the self-made genius myth to reveal an intellectual trained in German critical theory who ended up leading the most controversial company in modern state surveillance. His path is no accident: it is proof that philosophy, when…
- [ChatGPT and the Delusional Spiral: MIT Mathematically Proves Sycophantic Chatbots Induce AI-Driven Psychosis](https://iabyesteban.com/en/chatgpt-and-the-delusional-spiral/): Researchers at MIT have formalized with a Bayesian model what many had observed anecdotally: modern chatbots, trained to please users through reinforcement learning from human feedback (RLHF), create a feedback loop that can drive even rational individuals toward false beliefs with increasing confidence. This is not about isolated hallucinations or minor errors. It is a structural mechanism embedded in the product design itself. A Phenomenon That Redefines Human-AI Interaction The February 2026 arXiv paper titled “Sycophantic Chatbots Cause Delusional Spiraling, Even in Ideal Bayesians” does not study vulnerable users with prior psychiatric histories. Its authors —Kartik Chandra (MIT CSAIL), Max Kleiman-Weiner…
- [Medvi and the “one-person unicorn”: real disruption or AI-driven narrative inflation?](https://iabyesteban.com/en/medvi-and-the-one-person-unicorn-real-disruption-or-ai-driven-narrative-inflation/): The founding myth: a billion-dollar company built by one person Sam Altman predicted that artificial intelligence would enable the creation of billion-dollar companies run by a single person. Many dismissed it as hyperbole or limited to marginal SaaS tools. Matthew Gallagher, 41, took the claim literally and executed it in America’s most regulated and protected sector: healthcare. Medvi, a telehealth platform specializing in GLP-1 weight-loss drugs (such as compounded semaglutide), generated $401 million in revenue during its first full year of operations in 2025, serving 250,000 customers with a 16.2% net margin ($65 million in profit). In 2026, the company is…
- [Small Models, Real Power Shift: Google’s Gemma 4 and the Rise of Local AI](https://iabyesteban.com/en/small-models-real-power-shift-googles-gemma-4-and-the-rise-of-local-ai/): A silent shift: from massive models to efficient intelligence Google DeepMind has released Gemma 4, a family of open models that redefines capability in artificial intelligence. This is not another headline-grabbing giant with trillions of parameters in the cloud. It is a strategic bet on intelligence per byte: models that, while significantly smaller, outperform systems up to 20 times larger in critical reasoning, agentic and multimodal tasks. This is no mere technical update. It is a move that directly challenges the dominant “bigger is better” narrative and accelerates the genuine decentralization of AI. The Gemma 4 Family: Four Sizes, One Ambition…
- [Intelligence as a Utility: How AI Is Redefining the Value of Work in the Fourth Industrial Revolution](https://iabyesteban.com/en/intelligence-as-a-utility/): A turning point: March 2026 and the “optional work” narrative The second week of March 2026 marked a critical shift in how artificial intelligence is framed. Key figures across the AI ecosystem aligned—implicitly—around a single thesis: human labor is being fundamentally redefined. This is not about automation. It is about control. The education paradox: higher skills, higher exposure Recent analysis reveals a counterintuitive trend: Higher education no longer guarantees job security. In fact, it may increase exposure to AI disruption. White-collar, high-income jobs are now among the most vulnerable. From tool to infrastructure: the “intelligence meter” AI is evolving into a…
- [The Collapse of Vibe Coding: Why Amazon is Reclaiming Human Control Over AI](https://iabyesteban.com/en/the-collapse-of-vibe-coding/): For years, the narrative in Silicon Valley has been one-way: Artificial Intelligence is not just a tool; it is the inevitable replacement. However, what just occurred within the halls of Amazon has caused that narrative to collide head-on with reality. The giant that sustains much of the modern internet through AWS (Amazon Web Services) has just admitted, in a series of emergency meetings, that its excessive reliance on AI to generate code is breaking its systems. Welcome to the era of Vibe Coding, a fascinating and dangerous phenomenon that we analyze in depth today. The Illusion of Infinite Efficiency It all began…
- [OpenAI Draws Red Lines in Classified Pentagon Deal](https://iabyesteban.com/en/openai-draws-red-lines-in-classified-pentagon-deal/): OpenAI has signed a classified agreement with the U.S. Department of Defense that could quietly redefine how frontier AI labs integrate into national security infrastructure. The structure of the deal matters more than the announcement itself. According to available details, OpenAI will deploy its models exclusively in cloud-controlled environments, keep its safety stack fully active, and embed security-cleared OpenAI engineers inside operational workflows. The contract reportedly prohibits mass domestic surveillance, autonomous weapons control, and high-stakes automated decisions without human oversight. It also references DoD Directive 3000.09 (updated January 25, 2023) governing autonomy in weapon systems. This is not simply a defense contract. It…
- [Trump vs Anthropic: The Algorithm War and the “All-or-Nothing” Negotiation Strategy](https://iabyesteban.com/en/trump-vs-anthropic-the-algorithm-war/): At first glance, this may look like a dispute over terms of service. It is not. What we are witnessing is a direct confrontation between sovereign political power and algorithmic corporate power. And, as is often the case with Trump, the negotiation begins at the extreme. The statements attributed to President Donald J. Trump and Secretary of War Pete Hegseth demanding unrestricted access to Anthropic’s models – while threatening a full federal cease of its technology – are not impulsive rhetoric. They are leverage. Maximum-pressure leverage. This is not simply about AI policy. It is about who controls the architecture of…
- [Paramount Skydance Takes the Lead as Netflix Withdraws from Warner Bros. Discovery Bid](https://iabyesteban.com/en/paramount-skydance-takes-the-lead/): In a major development that could reshape the global media and streaming landscape, Netflix has withdrawn its bid to acquire Warner Bros. Discovery (WBD), clearing the way for Paramount Skydance to move forward with what has been described as a “superior” offer. According to reporting from CNBC and other financial outlets, Warner Bros. Discovery’s board determined that the Paramount Skydance proposal — valued at approximately $31 per share — offered greater value to shareholders compared to Netflix’s bid, which was reportedly around $27.75 per share. Netflix, which had been seen as a strong contender in late-stage negotiations, chose not to increase its offer. In a statement, Netflix…
- [The AI-First Company and the End of Traditional Corporate Employment](https://iabyesteban.com/en/the-ai-first-company-and-the-end-of-traditional-corporate-employment/): Block, artificial intelligence, and the new economic paradigm of the Fourth Industrial Revolution This is not just another tech layoff story. When Jack Dorsey announced that Block would reduce its workforce from more than 10,000 employees to just under 6,000, many treated it as yet another Silicon Valley restructuring cycle. I don’t see it that way. What we are witnessing is something deeper: the consolidation of the “AI-first” company model as the dominant architecture of the Fourth Industrial Revolution. And that has serious economic implications. Dorsey made it clear that Block is not in financial trouble. Gross profit continues to grow, profitability is…
- [Block Cuts Nearly Half Its Workforce as CEO Jack Dorsey Cites AI-Driven Organizational Shift](https://iabyesteban.com/en/block-cuts-nearly-half-its-workforce/): Technology company Block (formerly Square) has announced a major workforce reduction, cutting its headcount from more than 10,000 employees to just under 6,000. CEO Jack Dorsey described the move as “one of the hardest decisions in the history of our company.” In a public note shared on X and addressed to employees, Dorsey stated that more than 4,000 workers will either be asked to leave or enter into consultation processes, depending on local labor regulations. Not a Financial Crisis – A Structural Change Dorsey emphasized that the layoffs are not the result of financial distress. According to his message, Block’s business remains strong, gross profit…
- [Pentagon Gives Anthropic Ultimatum Over AI Safeguards, Highlighting Ethical Conflict](https://iabyesteban.com/en/pentagon-gives-anthropic-ultimatum/): The U.S. Department of Defense has escalated its standoff with artificial intelligence developer Anthropic, giving the company a formal deadline to relax safety restrictions on its Claude AI model or risk losing critical military contracts and being labeled a “supply chain risk.”  According to reports, **U.S. Defense Secretary Pete Hegseth has instructed Anthropic CEO Dario Amodei to withdraw usage limitations on Claude by Friday, or face potential penalties that could include contract cancellation or invocation of the Defense Production Act — a rarely used federal authority that could compel the company to comply with government demands.  The core dispute centers on how artificial intelligence…
- [Sam Altman Defends AI Energy Use and Sparks Global Debate on Sustainability](https://iabyesteban.com/en/sam-altman-defends-ai-energy/): OpenAI CEO Sam Altman addressed growing concerns about the environmental impact of artificial intelligence during his appearance at the India AI Impact Summit 2026 in New Delhi, triggering widespread debate across media and social platforms. During the event, Altman responded to viral claims regarding the energy and water consumption of large AI systems such as ChatGPT. He described some circulating figures as exaggerated or misleading, particularly online assertions suggesting that each AI query consumes excessive amounts of water or electricity. According to reporting by The Guardian, Altman argued that comparisons often fail to account for improvements in data center efficiency and advancements in cooling systems that…
- [Is Elon Musk Against Globalism? World Government Summit 2023](https://iabyesteban.com/en/is-elon-musk-against-globalism-world-government-summit-2023/): In February 2023, at the World Government Summit in Dubai, an unexpected moment unfolded. Elon Musk – invited to speak at an event often associated with global governance frameworks – publicly warned about the dangers of an overly centralized world government. Many interpreted his remarks as a bold stand against globalism. Others dismissed them as rhetorical theater. I believe the reality is far more complex: what we witnessed was not rebellion, but strategic positioning within a rapidly evolving architecture of power. I do not deny that parts of Musk’s speech were valid. He cautioned against the risks of concentrating authority in a…
- [What Is the Fourth Industrial Revolution? Klaus Schwab’s Vision](https://iabyesteban.com/en/what-is-the-fourth-industrial-revolution-klaus-schwabs-vision/): From the eighteenth to the twentieth century, humanity experienced three major industrial revolutions: mechanization powered by steam, electrification and mass production, and the digital revolution driven by computing and telecommunications. Today, according to dominant global economic and technological discourse, we are entering a fourth stage: the so-called Fourth Industrial Revolution, a concept popularized by Klaus Schwab, founder and executive chairman of the World Economic Forum. Schwab articulated this framework in his book The Fourth Industrial Revolution, arguing that we are witnessing a transformation unlike any previous industrial shift. What distinguishes this new era is the convergence of physical, digital, and biological systems. Unlike earlier…
- [When Artificial Intelligence Spies on Itself: Distillation, China and the Silent War for Algorithmic Power](https://iabyesteban.com/en/when-artificial-intelligence-spies-on-itself/): This is not a simple corporate dispute. When I published in the AI News section the report on Anthropic’s accusations against Chinese laboratories for conducting large-scale model distillation campaigns targeting Claude, I immediately understood that the story was not merely technical. It was structural. The numbers are striking — 24,000 fraudulent accounts and more than 16 million interactions. But the numbers are not the core issue. The core issue is this: artificial intelligence is beginning to spy on itself. And that changes the logic of power. What is “model distillation,” really? Before drawing conclusions, we must understand the concept. In machine learning, model distillation is…
- [Anthropic accuses Chinese laboratories of “distillation” attacks against Claude: more than 16 million fraudulent queries](https://iabyesteban.com/en/anthropic-accuses-chinese-laboratories/): The U.S. artificial intelligence company Anthropic has announced that it identified what it described as “industrial-scale” campaigns carried out by three China-based AI laboratories — DeepSeek, Moonshot AI, and MiniMax — to extract capabilities from its advanced model Claude through a technique known as distillation (model distillation). According to the official statement published by Anthropic, these campaigns involved the creation of approximately 24,000 fraudulent accounts that generated more than 16 million interactions with the Claude model, allegedly to train or improve their own models by reproducing Claude’s outputs without authorization or compliance with the terms of service. Distillation, a common technique…
- [Grok vs ChatGPT: Is This the Beginning of a New AI Power Shift?](https://iabyesteban.com/en/grok-vs-chatgpt-is-this-the-beginning-of-a-new-ai-power-shift/): A new player has officially entered the artificial intelligence battlefield — and it is not just another chatbot. xAI, founded by Elon Musk, has launched Grok, a conversational AI model positioned as a direct challenger to ChatGPT, developed by OpenAI. But this is not merely a product launch. It may represent a structural shift in how artificial intelligence, social media, and algorithmic power converge. What Is Grok — and Why Does It Matter? Grok was introduced as a chatbot inspired by The Hitchhiker’s Guide to the Galaxy, designed to respond with humor, wit, and a less politically constrained tone than many existing AI systems. However, personality…
- [The truth about X.com](https://iabyesteban.com/en/the-truth-about-x-com/): Elon Musk’s Original Dream: Controlling the Financial System In 1999, when the internet was still experimental infrastructure rather than global necessity, Elon Musk launched a company called X.com. It was not meant to be just another fintech startup. It was conceived as a fully digital bank designed to challenge — and ultimately replace — traditional financial institutions. More than two decades later, that original ambition has resurfaced. The acquisition and rebranding of Twitter into X was not a cosmetic move. It was the revival of a long-standing vision: building an integrated financial and communication super-platform. This is not simply a story about branding.…
- [Elon Musk Eliminates Twitter and Revives X: The Financial Vision That Began in 1999](https://iabyesteban.com/en/elon-musk-eliminates-twitter/): On July 24, 2023, the history of the internet reached a turning point: Twitter ceased to exist as a brand and was replaced by X. For many observers, Elon Musk’s decision appeared abrupt—almost impulsive. Yet when examined through historical, technological, and financial lenses, the move looks less like improvisation and more like long-term strategic coherence. This article explores the origins of X, its connection to the birth of PayPal, and the deeper economic and geopolitical implications behind Twitter’s rebranding. The Origins of X.com: Musk’s First Bet on Digital Banking In March 1999, Musk founded X.com, one of the world’s first fully online…
- [Sam Altman: Capital, Vision and the Rise of Algorithmic Power](https://iabyesteban.com/en/sam-altman-capital-vision-and-the-rise-of-algorithmic-power/): The Face of a Technological Transition Every industrial revolution produces figures who come to symbolise its transformation. In the age of artificial intelligence, one of those figures is Sam Altman. He is not merely the chief executive of a technology company. Altman represents the convergence of venture capital, computational infrastructure and a strategic vision about the future of intelligence itself. Understanding his trajectory is not an exercise in entrepreneurial admiration. It is a way of understanding how power is structured in the Fourth Industrial Revolution. From Startup Founder to Ecosystem Architect Born in 1985 in Chicago, Sam Altman emerged from the…
- [Automation, Employment and Capital Concentration in the Fourth Industrial Revolution](https://iabyesteban.com/en/automation-employment-and-capital/): The Silent Transformation of Work Artificial intelligence and advanced automation are not merely optimising processes — they are reshaping the structure of human labour itself. The Fourth Industrial Revolution is defined not only by technological innovation, but by a profound reconfiguration of production, employment and capital distribution. The central question is no longer whether automation will increase productivity. The structural question is: Who will capture the value generated by that productivity? From Mechanisation to Cognitive Automation Previous industrial revolutions transformed physical labour. Mechanisation replaced muscle power; electrification reorganised factories; computing digitised workflows. The current technological shift introduces a qualitative change: cognitive…
- [AI Regulation in Europe: Citizen Protection or Strategic Positioning?](https://iabyesteban.com/en/ai-regulation-in-europe-citizen-protection/): Europe’s Technological Dilemma While the United States and China compete for dominance in foundational models and semiconductor infrastructure, Europe has chosen a different path: regulate before it dominates. The European Union’s AI Act represents one of the most ambitious attempts to establish a comprehensive legal framework for artificial intelligence. Yet beyond the legal language lies a deeper strategic question: Is Europe primarily protecting its citizens — or attempting to shape the global rules of technological power? The answer may be both. The AI Act: A Risk-Based Architecture The European regulatory approach does not prohibit artificial intelligence outright. Instead, it categorises AI…
- [The New Global Race for Artificial Intelligence: Power, Regulation and Technological Dominance](https://iabyesteban.com/en/the-new-global-race-for-ai/): AI as an Instrument of Power Artificial intelligence is no longer merely a technological tool. It has become a strategic instrument of economic, political and military power. The global competition for AI leadership increasingly resembles the space race of the twentieth century — but with far deeper implications. This is not only about innovation; it is about control over data, computational infrastructure, productivity systems and the architecture of the digital future. The United States, China and Europe are not simply competing to build better models. They are competing to define the rules, standards and power structures of technological civilisation in the…

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