Server side means an excuse to not improve model handling everywhere you can, and increasing global power usage by noticable percentage point, at a time when we're approaching "point of no return" with burning out the only planet we can live on.
The previous commenter is right in that server-side companies have little incentive to do less, especially when they're backed by investors money. Client-side AI will be bound by device capabilities and customer investment in new devices.