Policy Entropy, Learning, and Alignment (Or Maybe Your LLM Needs Therapy)
An exploratory essay that maps RL policy entropy and RLHF onto psychotherapy concepts, reviews RLHS and RISE, and proposes three untested alignment training methods.
Research / Sources
Discussion and research on AI alignment. alignmentforum.org
An exploratory essay that maps RL policy entropy and RLHF onto psychotherapy concepts, reviews RLHS and RISE, and proposes three untested alignment training methods.
A broad review organising AI alignment into Target, Assurances and Method, covering value alignment, corrigibility, cooperation, control, debate and safety cases as an introductory framework.