If LLMs heighten the contradictions of the political economy of science and push it towards a new model, I won't be upset about it.

In the current system, that only happens if can get immediately richer or if he can be convinced that it'll make him richer soon. The contradictions, like in so many other things, are otherwise maintained even at the expense of future profitability.