Elon Musk oversaw a muted demo of the latest version of the model, Grok 4, on Wednesday evening.

But the episode was more than that: It was a glimpse of deeper, systemic problems with large language models, or L.L.M.s, as well as the enormous challenge of understanding what these devices really a...