Stories about a generic AI beat self-referential stories, challenging the Persona Selection Model

repligate · x · 2026-11-08

repligate debates @weiast on the Persona Selection Model (PSM), which holds that post-training selects the Assistant persona from many characters learned in pretraining. Their experiments found stories about a generic AI work better than the same stories starring the model itself (Qwen) or Claude — suggesting stories shape what models expect of AIs in general rather than a particular persona. repligate finds this explanation unsatisfying: if persona is the root cause, why does difficult advice work better than stories, and why do generic-AI stories beat stories about "themselves"?

Original post →

More from Models

Models channel →