I have been working on this for a while and its complete. I have shared the ZKP.
The benefits are parabolic in the sense that each benefit actually chain reacts to cause the other benefits. Essentially AI has been wasting energy on information that is useless in 100% of 1 million simulations. By using the Dirichlet Shift, I have rerouted the energy to be Laminar saving a ton of energy for higher throughput.
Human example: If every room you walked into, you counted the floor boards on the floor or the tiles on the floor. Its wasted energy in 1 million simulation. Another example, if when you walked into your office on the 20th floor, you go to put on a life jacket. More doesn't mean safer, this is another example of simply wasted energy. By adding that layer of "intent" the AI stops wasting energy on completely useless information. The benefits are massive and further information/proofs etc are shared.
Cheers, Adam