Re: "the next wave of AI democratization"
The best way to do that is just to use it for situations where it's usable; oh, and don't wang on about it.
Apple did this... they added ML processors to their CPUs years ago, started using it for things like on device photo searching. It works well, you can search for stuff quite naturally on the iPhone and it does a good job.
It's using ML behind the scenes, but other than the yearly keynote they didn't scream 'AI' at you. It used the technologies, but didn't say 'Search with AI' or anything twee like that.
This was a good use of AI.
Fast forward a couple of years, and Apple is getting dinged by the industry for their slow adoption of AI... despite them using it for years.. properly.
So now, like with everything else, it's front and center and fucking annoying.
But it's okay, in 5 or 10 years you won't really know or care what things you use are using 'AI' behind the scenes as we'll've found the good use cases and ditched the bad ones. Then it just becomes another tool and we can all start moaning about whatever the next fad is.
(Because we all know; despite those lying comics; it won't be jetpacks.... it's never jetpacks... :( )