The Human-Centered AI and Language Laboratory studies artificial intelligence, deep learning, language models, and AI safety and trustworthiness. It does not separate the question of what a language model can do better from the question of what it must not do, treating both as one research problem. As generative AI spreads rapidly through society, a model's harmfulness, bias, honesty and alignment are at once academic questions and urgent engineering demands.