GPTs | doing the math for you

Are We Losing a Generation of Experts to AI?

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AI is erasing entry-level jobs, risking a generation’s training — apprenticeships, upskilling, and policy can rebuild career pathways.

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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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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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Study: LLMs and AI intimacy — Claude gatekeeper, GPT-o diplomat, Gemini rule-follower, Deepseek contradictory; calls for clearer rules

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Human-in-the-Loop LLMs: collaborative AI-human systems combining AI scale and human judgment to ensure ethical, accurate, creative outcomes.