I don’t have issues with local AIs, for things like searching your local immich instance, or controlling your local Home Assistant devices. That photo of a bird you took 3’ish years ago? Yeah, you can find it in like three seconds with a local AI search. Want to turn the lights on with a voice request? AI is one of the easiest ways for a layman to handle the language processing side of things. All of that is a drop in the ocean.

But corporations have been trying to cram it into everything, even when it’s not a good fit for what they want to do. And so far, their solution to making it fit hasn’t been to rethink their usage and consider whether or not it will actually improve a product. Instead, their approach has simply been to build more and bigger data centers, to throw increasing amounts of processing power at the problem.

The technology itself isn’t inherently harmful on the small scale. But it has followed the same pattern as climate change. Individual consumers are blamed for climate change, and are consistently urged to change their consumption habits… When it’s actually a handful of corporations producing the vast majority of greenhouse emissions. Even if every single person drastically changed their emission habits, it would barely make a dent in the overall production. It was all because of massive astroturfed PR campaigns to shift the blame away from those companies and onto individuals. And we’ve seen that same thing happen with AI, where individual users have been blamed for using AI, instead of the massive corporations.

Think of all the cheap hardware being resold when the AI bubble pops.

Immich does photo management pretty well.

I think your sentiment and the back end requirements of AI is a big downfall of it, as while your sentiment has validity in many public facing deployments of it there are some things it is actually succeeding at. I speak from experience having used it for several specific use cases which it excels at, but you and others probably don't have time nor care that this is true. And again marketing idiots out weight the deliberate approach that engineers and others might want, much less the economy might need.