Meta researcher: do as much SFT as possible before touching RL, or you're wasting money

DimitrisPapail · x · 2026-11-06

Meta researcher Dimitris Papail offers a training take: "The bitter lesson is you have to do as much SFT as possible before you touch any RL. Unless you like spending money for no reason."

The claim frames SFT quality as the dominant cost-efficiency lever, arguing RL investment pays off poorly if the supervised base isn't maximized first.

Original post →

More from Research

Research channel →