Imagine what human researchers could have done with 10 millions... Maybe it wouldn't have been as fast, but I'm sure it would have created more usable knowledge because the work done by humans is usually more digestible to other humans.

Sure, but the cost-per-token is falling very rapidly. That cost will be mere thousands of dollars for a "million dollar problem" soon.