AI 'Amnesia' Is a Product Logic Problem, Not a Technical One

I was writing a 3000-word technical report when, at the 2500-word mark, I noticed the protagonist's name had changed from "Zhang Wei" to "Li Wei." This isn't the first time an AI has made me want to smash my keyboard. Over the past three months, I've tried almost every mainstream large model on the market for long-form writing, and without exception: they are excellent at crafting openings but terrible at managing chapters.