We’re just over a year since it burst onto the scene and OpenAI’s ChatGPT program is somehow even more everywhere than it was in February. Our capability to regulate generative AI and mitigate its myriad real-world harms, on the other hand, continues to lag far behind the technology’s state-of-the-art. That makes 2024 a potentially pivotal year for generative AI in particular and machine learning in genera.