Wrong question
I suspect they are asking the wrong question, ie “what high-performance hardware do we need to add, for the user client to be able to do thing X”. Whereas, we should be re-visiting the age-old ping-pong tradeoff thin vs thick client, which depends on “Is CPU or connectivity the expensive bit”.
Right now, 10-100 Mbps over WiFi, real world, is almost free. These models are executing at *kilobits per second*. Even image-based AI is executing at less than one frame per second; and even if you want to hook up a real-time webcam, you’d *still* be looking at 2Mbps streams.It seems barn-door obvious that the horsepower should be server-based, whether the server is in the office or not. Particularly since these models really, really like being in streaming-mode parallelised with about 16-32 users per hardware unit.
I say “wrong question”, and yeah obviously Intel are trying to sell PC units, as being the right thing for their balance sheet. But ultimately it will be the wrong thing for their balance sheet, because other companies will offer the better technical tradeoff, which will be much better value.