July 28, 2025via One Useful Thing (Ethan Mollick)

The Bitter Lesson versus The Garbage Can

Why it matters

As AI capabilities scale exponentially, the fundamental question of whether human processes and methodologies remain relevant will determine how companies should structure their AI strategies and workflows.

Key signals

  • Article explores 'The Bitter Lesson' concept
  • Discusses tension between process-driven vs. scale-driven AI approaches
  • Published as strategic commentary on AI development philosophy

The hook

Everyone is focused on bigger models. Nobody is talking about whether process even matters anymore.

Does process matter? We are about to find out.
Relevance score:75/100

Get stories like this every Friday.

The 5 AI stories that matter — free, in your inbox.

Free forever. No spam.