#Automation

$Rewriting AI's 'Frequency-First' Automation Strategy to 'User-Impact-First'

//After classifying 200+ release procedure documents, I let AI draft the automation strategy. It came back with an evaluation axis of \"frequency × automation fit\" — and the \"user impact\" axis was missing entirely. A record of rewriting the evaluation axis itself: the typical distortion in AI-built formulas, and the part of judgment that humans shouldn't hand off.