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  1. Stanford Online41 min

    Stanford CS153 Frontier Systems | Scale, AGI, and the Future of Everything

    Sam Altman

    The event analyzes how affordable compute and large language models have exponentially increased the scale and ambition a single founder can achieve, effectively rewriting the rules of startup founding. It details OpenAI's pivot from research to product with ChatGPT, arguing that future AI success depends on treating inference as a utility and prioritizing cheap, abundant intelligence over hardware ownership. Finally, the discussion outlines a probable trajectory toward democratized access where citizens own equity in AI capital, necessitating an educational shift toward meta-skills as critical thinking faces atrophy.