Every technology tends to replace many more jobs in a given role than which ever existed inducing more demand on its precursors. If the only potential application of this was just language, the historic trend that humans would just fill new roles would hold true. But if we do the same with motor movements with a generalized form factor this is really where the problem emerges. As companies drop more employees moving towards fully automated closed loop production their consumer market fails faster than they can reach a zero cost.

Nonetheless I do still believe humans will continue to be the more cost efficient way to come up with and guide new ideas. Many human performed services will remain desirable because of its virtue and our sense of emotion and taste for a moment that other humans are feeling too. But how much of the populous does that engage? I couldn't guess right now. Though if I was to imagine what might make things turn out better it would be that AI is personally ownable, and that everyone owns, at least in title, some energy production which they can do things with.