The performance doesn't have to scale with the training cost. It's ok if we have diminishing returns. The only question is if we can keep getting improvements. If we could get a 10x improvement over GPT-4 (while maintaining safety/alignment), the potential benefits to productivity across the entire world economy are so great that it justifies nearly unlimited investment.