For FSD, at least in the US they long dropped the hands on the wheel thing, unless the attention monitoring isn't functioning. At least the folks I know that have it, they absolutely love it.
Wouldn't that be the same even if AI wasn't involved? By and large, it's the same books, the same training for students, the same hammered in structure, so the output from students would be reasonably similar. No one is coming up with new allegories out of The Scarlet Letter at this point.
They still exist, along with a bunch of different ones. I don't think it's going to be all that different compared to just writing notes in an e-book or on an iPad though. And for many people who learn in other ways, the iPad or similar is superior because you can copy in pictures, make diagrams, and use other ways of learning all in one spot. For me, honestly, something like OneNote (or especially Obsidian) is awesome, because it's super easy to tie in AI into mark down text.
That's really what it is, or at least what I've noticed.
Any position you have these days is inundated with applications. Most don't meet the qualifications (because in a lot of places say in the US you must apply to jobs to keep with benefits, regardless of what you are applying for), and for the remaining, you'll find that there will always be some that are all similarly qualified. Who do you hire for one position? It sometimes just comes down to luck.
AI doing the job of filtering I can't imagine making the process easier, and more applications are just going to get tossed because of it.
Memory prices are certainly going up, but Apple already makes a 40% profit margin on their products. That $1 trillion+ bank account still gotta go up no matter what right?
I think that's the biggest difference for most. If you can amortize the hardware costs, then 'burst usage' is cheaper at home to a degree, because you are paying a fixed monthly rate elsewise. Overall thought for most, it is likely cheaper to use the cloud than at home, but really depends on what you want.
I started with Unifi and it's been pretty great overall. I've integrated all the cameras into Home Assistant, it's all local, and can bridge with HomeBridge so it all shows up and plays nicely with HomeKit as well. Rock solid and very few complaints.
That's without storage. They are charging $750 each for 24tb HDD's, so filling it up brings that cost to $16k. Only need to run it for 13+ years and have zero HDD failures in that time, and then pay for all the media you are going to load it up with. Not exactly sure this would be cheaper or easier than just paying for streaming services and cancelling them when you don't need them.
I thought this was the main goal of things like preventative medicine. Earlier testing, and more frequent testing allows you to catch things while you still 'feel healthy' so they do not become a chronic problem in the long term. Simple things like tracking weight, blood pressure over time. Add in things like colonoscopies, breast exams, I would say most medicine should be preventative, ie keeping you healthy, rather than reactive, of just trying to try you when you are ill.
I've certainly thought about just moving the box to Linux, but it took far to long personally to get everything running under AMD and it works 'well enough' that I don't want to make the switch. I tried playing with GAIA on it, felt a bit limited, and now have Hermes up and running, and that seems to work quite well. All the tools are changing so quickly, it's sometimes difficult to settle in on 'what's best', so I certainly can understand folks that just want to pay for a AI subscription and be done with it.
I think currently you can only get the M3 Ultra Studio with 96gb, and for coding tasks, say you rub Qwen Coder on it (which doesn't need that much ram), it's not the fastest, something like 30-40 tok/sec. Probably better with a MacBook Pro with the M5 chip. There is a website for comparing different configurations and models: https://llmcheck.net/benchmarks
At least for me, it's been pretty great, but I bought my system when it was $1800, now looks like the same system is $2700 and out of stock. I still haven't quite been able to run 120B parameter models under Windows, but for Qwen Coder 30B, it works pretty darn well for my at home needs.