Paper Author: The Stronger the Model, the Better Geometry-Based Failure Prediction Works

nsaphra · x · 2026-11-07

Naomi Saphra adds the coolest finding from her Adversarial Concept Search paper update: at every scale checked, the better the model (and the better it is at a task), the better the geometry-based method works at finding its failure modes—meaning the approach gains rather than loses utility as models improve.

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