Why is RL important, especially for LLMs?

I hover somewhere between AI doomer and boomer. For a long time I thought all the economic gains and power produced by AI would be concentrated in a company like OpenAI and that the quality of our lives would hinge on decisions made by its stakeholders. Fortunately, that future no longer appears inevitable.