@xianc78 yea the fun thing about averages is you can make neural networks that accurately predict the average of 500 inputs, but the same network can't predict an individual cohort.

i know this because people were doing it to the S&P 500.

they do the same trick for global warming. aggregate prediction shows temperature raise, but then the prediction for individual cohorts is wrong.