here equality times productivity you can see that the ai economist will outperform over time over the training progress it will outperform all of the other systems so it will outperform the free market the u.s federal tax system and the sas formula um if trained for long enough which is to be expected right if you put rl onto a cost function it will then optimize that cost function but it's pretty cool to see that it had there's a lot of lot of headroom here over what we currently have now let's look at some of these