The Pre-Training Wall and the Treadmill After It

The Pre-Training Wall and the Treadmill After It

From CoRecursive: Coding Stories by Adam Gordon Bell - Software Developer

May 9, 2026 · 56 min · Episode 121

About this episode

The episode discusses the concept of the pre-training wall in AI and its implications for future developments in machine learning.

I've been confusing Don with frontier-lab links late at night for a bit. Ilya Sutskever told a NeurIPS audience that pre-training as we know it would unquestionably end. There's only one internet, and the data isn't growing. The frontier labs call this the pre-training wall. A leaked Google memo from 2023 argued they had no moat. R1 is on GitHub. Llama is on Hugging Face. OpenAI's secondary-market valuation has climbed past $850 billion. Don was confused. So he came over and we made an episode about it. Episode Page Support The Show Subscribe To The Podcast Join The Newsletter

People in this episode

Host: Adam Gordon Bell

Guest: Don

Topics covered

  • AI development
  • pre-training
  • machine learning
  • data limitations
  • technology news
  • Google memo
  • OpenAI valuation

Keywords

  • pre-training wall
  • Ilya Sutskever
  • Google memo
  • OpenAI valuation
  • machine learning
  • data growth
  • AI technology

Mentioned in this episode

Organizations: Google, OpenAI, GitHub, Hugging Face

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