Jennifer Meng Lu

LLM Failure Prediction Method Uses Representational Geometry

Researchers have developed a novel method called Adversarial Concept Search to predict when Large Language Models (LLMs) will fail at compositional tasks. By analyzing the representational geometry within an LLM, the te…