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AI will beat humans at most knowledge work, but you’ll still have a job because capability isn’t the limiter, compute is. As the free lunch ends, the question shifts from “Can AI do this?” to “Is it worth the tokens?” Sometimes the cheapest, fastest answer is still a human, until it's not.
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Page not found Start your company, get your EIN, and stay compliant without dealing with government bureaucracy. Built for modern founders launching businesses in the United States.

Google’s AI push isn’t about wow moments anymore. It’s about distribution: ship agents into Search, Gmail, Docs, Android and learn from billions of users. That speed creates a gap: benefits show up “someday,” but layoffs and disruption show up now. If the wins aren’t visible at the household level, progress slows.

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Page not found Start your company, get your EIN, and stay compliant without dealing with government bureaucracy. Built for modern founders launching businesses in the United States.