Topic
review
2 essays on this topic.
Papers
- Multi-persona AI review models the receiver, not the commission
Persona-based AI reviews predict how stakeholders will react to a paper. They cannot tell you whether to act on those predictions, because the commissioning history is invisible to the lens.
- The Specificity Trap
Adding detail to a deliverable doesn't fix credibility — it creates new interrogation targets.