Latency arbitrage moved to inference time

As model quality converges across desks, the differentiator shifts to inference latency and to the quality of the retrieval feeding it. That is an infrastructure race, familiar in shape to the last one.

It also creates a security surface: whoever can slow your inference, or poison your retrieval, can move your decisions without touching your models.