Economist builds AI interviewer workflow to flag authors who can't explain their own papers

soumitrashukla9 · x · 2026-09-18

Economist John Horton built a workflow on Expected Parrot: respondents upload their paper PDF, a model generates an interview guide, and an AI interviewer quizzes the author with transcripts captured for analysis — to flag "authors" passing off AI work they don't understand as their own. Inspired in part by TMLR having editors interview submitters, he sees applications at research conferences and beyond, as academia buckles under AI-generated slop.

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