Messenger, Glen

AASE: Activation-Based AI Safety Enforcement via Lightweight Probes

2026 · Zenodo (CERN European Organization for Nuclear Research)

We introduce AASE (Activation-based AI Safety Enforcement), a framework for post-perception safety monitoring in large language models. Unlike pre-perception approaches that analyze input or output text, AASE monitors the model's internal activation patterns—what the model …