bitter lesson

Definition of bitter lesson

1. : the observation that, over the long run, simple general methods that use more computation beat clever methods built on human knowledge

   • Hand-coded rules lost again; the bitter lesson strikes.
   • Every startup building elaborate workarounds should reread the bitter lesson.