Consumer AI has never really made any sense. It's going to end up in the same category of things as 3D TV's, smart appliances, etc.
With more of the compute being pushed off of local hardware they can cheapen out on said hardware with smaller batteries, fewer ports and features, and weaker CPUs. This lessens the pressure they feel from consumers who were taught by corporations in the 20th century that improvements will always come year over year. They can sell less complex hardware and make up for it with software.
For the hardware companies it's all rent seeking from the top down. And the push to put "AI" into everything is a blitz offensive to make this impossible to escape. They just need to normalize non-local computing and have it succeed this time, unlike when they tried it with the "cloud" craze a few years ago. But the companies didn't learn the intended lesson last time when users straight up said that they don't like others gatekeeping the devices they're holding right in their hands. Instead the companies learned they have to deny all other options so users are forced to acquiesce to the gatekeeping.
It's all optics, it's all grift, it's all gambling.
I don't want AI involved in my laundry machines. The only possible exception I could see would be some sort of emergency-off system, but I don't think that even needs to be "AI". But I don't want AI determining when my laundry is adequately washed or dried; I know what I'm doing, and I neither need nor want help from AI.
I don't want AI involved in my cooking. Admittedly, I have asked ChatGPT for some cooking information (sometimes easier than finding it on slop-and-ad-ridden Google), but I don't want AI in the oven or in the refrigerator or in the stove.
I don't want AI controlling my thermostat. I don't want AI controlling my water heater. I don't want AI controlling my garage door. I don't want AI balancing my checkbook.
I am totally fine with involving computers and technology in these things, but I don't want it to be "AI". I have way less trust in nondeterministic neural network systems than I do in basic well-tested sensors, microcontrollers, and tiny low-level C programs.
Have some half decent model integrated with OS's builtin image editing app so average user can do basic fixing of their vacation photos by some prompts
Have some local model with access to files automatically tag your photos, maybe even ask some questions and add tags based on that and then use that for search ("give me photo of that person from last year's vacation"
Similarly with chat records
But once you start throwing it in cloud... people get anxious about their data getting lost, or might not exactly see the value in subscription
On the other hand everyone non-technical I know under 40 uses LLMs and my 74 year old dad just started using ChatGPT.
You could use a search engine and hope someone answered a close enough question (and wade through the SEO slop), or just get an AI to actually help you.