arxiv.org web signal

Hitting a Moving Target: Test-Time Adaptation for AI Text Detection under Continual Distribution Shift

By Alexis Dufresne Published October 16, 2026 at 21:12 UTC

Summary

Hitting a Moving Target: Test-Time Adaptation for AI Text Detection under Continual Distribution Shift

Shared on Bluesky by 2 AI experts

Nikhil Garg @nkgarg.bsky.social: if the goal is just arxiv abstracts, then building a classifier that performs ~as well as Pangram is easy. (their big impressive thing is br… →
Sophie Greenwood @sjgreenwood.bsky.social: Paper: arxiv.org/abs/2606.25152 Thread: →

Originally reported by arxiv.org

Read the original article →

Original headline: Hitting a Moving Target: Test-Time Adaptation for AI Text Detection under Continual Distribution Shift