Neural nets latch onto year-content spurious links, thread argues

madeofAjala · x · 2026-11-15

Continuing the Pangram discussion: the author notes no detector achieves a perfect F1 score and suspects the issue isn't content—pre-2020 text is labeled non-AI while post-2020 text gets an AI score regardless—and neural networks are good at picking up such spurious links.

Related event: Users Question Pangram AI Detector for Judging by Year, Not Content(4 posts)→

Original post →

More from Models

Models channel →