Alright.
We funded the experiment with , uh  also we were thinking maybe applying that that to getting the , Yeah , that 'll be , very useful to getting the overlaps to be more precise all the way through.
So this , blends nicely into the update on transcripts.
Yes , it does. So , um ,  um , Liz , and  and Don , and I met this morning , in the BARCO room , with the lecture hall ,