Rethinking the Bitter Lesson: 'don't work on things that don't scale,' not 'scale is enough'

gowthami_s · x · 2026-11-09

X user @recurseparadox offers a one-line reinterpretation of Sutton's Bitter Lesson that's been circulating:

> Bitter lesson = don't work on things that don't scale. It was never = scale is enough.

The correction distinguishes two readings: the lesson's core is abandoning approaches that can't ride the compute-scaling wave, not a claim that brute-force scaling alone wins and method research no longer matters.

Original post →

More from AGI Musings

AGI Musings channel →