I mean A100's were cutting edge a year or so ago now we're at what H200 and B200 or is it 300's like it may be a year or 2 more but the A100 speed will trickle down to the average consumer as well.
And, from the other end, research demonstrations tend to have a lot of low-hanging fruits wrt. optimization, which will get picked if the result is interesting enough.