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Teaching Everyone to Fish for Tokens

Nathan Lambert · 17 Aug 2026

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  1. Open-source AI has a tricky future, as building the best models is extremely capital intensive.
  2. open models are still incredibly useful, but fill a long-tail ecosystem relative to the closed counterparts that have monopoly ownership stakes in the most valuable areas like knowledge work collaboration, drug discovery, SWE, etc.
  3. releasing access to intelligence is one of the strongest business strategies available.

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