# @solarapparition — 2026-02-09

♥223 ↻8 · https://x.com/solarapparition/status/2020974368021479930

the thing i've noticed is that the more i'm willing to yap--and i don't mean structured thoughts, i mean brain dumps where i spew out literally anything that comes to mind--the better work i get back from models, especially the opuses, as long as the yapping is calibrated with uncertainty caveats. the models have gotten very good at reorganizing unformed thoughts into useful structured output and the more of the former you give the better the latter becomes

tags: author:solarapparition, kind:tweet, on:observations, year:2026
cited on: observations