WORTH TESTING · 26 OCTOBER 2026
A real Stanford lecture on LLMs and agents, wrapped in a fake '$100k agent' post
Verdict: a clear, free primer on why few-shot prompting, step-by-step reasoning, reasoning models and agent workflows work; no coding needed to watch, but it's theory, not a how-to.
Sources
Hype or Fact?
Worth testing
How we knowCompany figures are labelled as their own claims; anything we couldn't verify is labelled as a report or a claim.
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