Rlaif, Rlhf, Llm, Reinforcement Learning, Ai Ethics.
through a Preference Model (PM). The challenge lies in the scalability and subjectivity of gathering human feedback. While RLHF addresses harmful outputs, concerns arise from its ethical implications and the resource-intensive process of human feedback collection. Enter RLAIF Reinforcement Learning