Good point. What I'm thinking is probably more like individual taste. An AI trained is kind of a collection of different tastes. What would be interesting is to see is if a "collective" taste that would yield good products on its own. Design by committee often creates things that have conflicting points of view. Can a trained AI do better than design by committee? It's obviously not a committee and not an individual (at least in the human sense). Is there something inherent in following general principles that makes it difficult to have a specific point of view in the creation of a product? My thinking is it's probably possible to train AI to have, say, an "Apple taste" and make good Apple-like products but that taste might not be suitable for particular products or needs. A "Linux taste" might be better for some things, but not for others, and so on. If we did get to that point, then there'd still be a need for a choice to be made about what particular "taste hat" to put on, and likely an AI can be trained to do even that. Definitely an interesting thing to ponder!

I feel that AI does have individual taste (and even "personality"), but it's the same monotonous individual taste across all instances of the same trained AI. The sheer scale of its repetition turns it into a hated trope: like how we can immediately identify slop writing, diagrams, websites, etc.

I'm sure we've all met someone who has a unique speaking style and might repeat phrases or words unusually often, but that still doesn't bug us as much as "the honest truth.." or "load-bearing.."