Category: LLM

  • When AI Becomes the Journalist: Why the Real Threat Isn’t Google, It’s Evolution

    When AI Becomes the Journalist: Why the Real Threat Isn’t Google, It’s Evolution

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    The recent outcry over Google’s AI Overviews and their alleged “appropriation” of journalistic content has produced a storm of headlines, policy discussions, and even legal threats. The Guardian reports that AI summaries cause a “devastating” drop in traffic to news sites. Studies from Pew Research Center and SEO firm Authoritas bolster the case: when Google…

  • When AI Becomes Your Shopkeeper: The Curious Case of Claudius

    When AI Becomes Your Shopkeeper: The Curious Case of Claudius

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    In June 2025, Anthropic unleashed their Claude Sonnet 3.7—affectionately nicknamed Claudius—to autonomously manage a small, self‑checkout shop in their San Francisco office. For roughly five weeks, this AI handled everything: browsing the web to source products, setting prices, managing inventory, interacting with customers via Slack, coordinating restocks through email, and tracking profits with integrated note-taking…

  • Synergetics and Large Language Models: Emergence, Order, and Self‑Organization

    Synergetics and Large Language Models: Emergence, Order, and Self‑Organization

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    Large Language Models (LLMs) such as GPT-4, Grok and Claude have revealed striking behaviors that seem to emerge as these models grow in scale. Certain abilities – from arithmetic and translation to common-sense reasoning – appear suddenly when the model’s size or training reaches a critical threshold, rather than improving smoothly from smaller models. This…

  • The Logic of Failure in the Age of AI

    The Logic of Failure in the Age of AI

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    How Dietrich Dörner’s Cognitive Insights Illuminate the Risks of Autonomous Systems Summary of the Book In his seminal work The Logic of Failure: Recognizing and Avoiding Error in Complex Situations, German cognitive psychologist Dietrich Dörner investigates how and why people fail when faced with dynamic, complex systems. Based on a series of simulations and experiments,…

  • From Butlerian Jihad to GPT-4: Are We Rewriting Dune’s Cautionary Tale?

    From Butlerian Jihad to GPT-4: Are We Rewriting Dune’s Cautionary Tale?

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    In Frank Herbert’s seminal science fiction epic Dune, the backdrop of galactic politics, mysticism, and ecological struggle is haunted by the shadow of an ancient war: the Butlerian Jihad. Thousands of years before the events of the novel, humanity waged a ferocious battle against intelligent machines—sentient computers and AI systems that had, in Herbert’s vision,…