Research Reveals AlignSAE Achieves 85% Concept Alignment in LLM Interpretability
A new method called AlignSAE promises to solve one of AI's most persistent problems: the 'black box' nature of large language models. By forcing sparse autoencoders to align with human-defined concepts, researchers have created a more reliable window into how AI thinks.