Knowledge-Creating LLMs

Thanks to Zoë Hitzig & Parker Whitfill, among others, for helpful comments. It’s useful to make a distinction between two types of LLMs: Knowledge-sharing LLMs. Traditionally LLMs have been trained with human judgment as the ground truth, as a consequence they rarely exhibit superhuman performance. Their economic value mainly comes from sharing existing knowledge, and the natural business model is…