Disaggregation: Not a Universal AI Solution

That new AI speed trick isn't the magic bullet everyone thinks it is. It's called disaggregation—splitting

an AI's "brain" into two jobs. One part processes your long prompt, and a separate part

generates the answer. After testing hundreds of thousands of scenarios, we found this trick

is only a game-changer for massive models dealing with long inputs and short replies.

For smaller models or long, chatty conversations, the benefits basically disappear.

It's all about smart balancing, not a one-size-fits-all solution.