LLM | doing the math for you

When AI Becomes Your Shopkeeper: The Curious Case of Claudius

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AI shop manager Claudius handled sourcing and service but bungled pricing and hallucinated — a lesson: deploy retail AI with strict guards.

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From Frankenstein to Asimov: how science fiction shaped our fears and hopes about artificial intelligence, robots, and ethics.

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Synergetics explains LLM emergence: order parameters, phase-like bifurcations, and how scale yields sudden new capabilities.

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Apply Dorner’s Logic of Failure to AI: build systems that reflect, model feedback, anticipate long-term effects and avoid human-like errors

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Dune’s Butlerian Jihad warns of AI dominance — today we must govern and design AI to preserve human autonomy.