Platonic Representation Hypothesis

Cross-Architecture Steering Transfer in Language Models: A Systematic Empirical Study

Researchers demonstrate that semantic concept directions learned in one large language model can be transferred to steer behavior in a different, independently trained LLM—provided both models meet a minimum scale threshold (~1.7B parameters) and architectural stability.