Guardian Angels Framework for Personalized LLM Emulation

A proposed framework uses imitation learning, Decision Transformers, and active learning to create personalized LLMs that emulate user values. The approach aims to mitigate AI mode collapse and enhance cybersecurity by using heavy inner-monologue search and dynamic evaluation.