Ex-OpenAI VP Miles Brundage: LLMs were 'born cheap' vs human labor, explaining rapid adoption

Miles_Brundage · x · 2026-10-28

Miles Brundage, former OpenAI VP of research, argues that even though LLM tokens have gotten much cheaper, they were already cheap relative to "human tokens" from day one — a key reason adoption took off faster than most technologies. He adds this wasn't inevitable: companies could have shipped GPT-3/3.5-level products much sooner at far greater expense.

Related event: Ex-OpenAI exec: LLMs have been cheaper than human labor from day one(2 posts)→

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