This feels like it misses the point. Tokens = money. The real differentiator is time and effort.

Llm's will find your issues faster, but not necessarily more accurately than a domain expert. But experts cost money and effort takes longer to apply.

Are llm's going to reduce everyone's wages because they are cheap labour?