SafetyDrift: Predicting When AI Agents Cross the Line Before They Actually Do

Aditya Dhodapkar, Farhaan Pishori

When an LLM agent reads a confidential file, then writes a summary, then emails it externally, no single step is unsafe, but the sequence is a data leak. We call this safety drift:…