gekko | doing the math for you

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

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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.

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Creativity is craft, not myth: from Asimov’s robot Max to van Meegeren’s forgery, tools and persistence make art authentic.

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Think your ChatGPT chats are private? Courts, backups, and training data mean deleted messages can persist – chat cautiously.