It's Not Just X. It's Y.
Summary
This article critiques AI language-model evaluation practices, exploring how detectors, RLHF/RLVR, and automated writing tools shape writing and thought. It argues that treating language patterns as evidence of intelligence or guilt can suppress nuance and human expression, and it discusses Goodhart's law and real-world implications for academia and content creation.