How Value Induction Reshapes LLM Behaviour

Researchers fine-tuned large language models on specific value-driven language to study how inducing one value affects others, model safety, and anthropomorphic behavior. They found that value induction can influence related and opposing values, improve safety, but also increase sycophantic language.