I daily drive an AMD Framework 13 with Fedora. I do light software dev, writing, some gaming, and run a variety of local LLMs without pain. I'm happy with the machine and Framework's support, and I do like their vision of repairability/upgradability and I've taken advantage of that already. On the downside, it just clearly isn't as good of a machine for the cost compared to what you could get -- several aspects are just middle-of-the-road: the webcam, speakers and the battery life stand out for me as not great. The AMD chip is also new enough that I still run into glitches with kernel updates on occasion, and power efficiency was initially much worse but has been improving.
In the past, my jam has always been to buy used Thinkpads and run them into the ground. If my Framework got stolen today, I don't think buying another Framework would be a slam-dunk decision for me but I'd still consider it.
tl;dr: happy enough with the laptop and Framework support; hopeful that the dream of repairability/upgradeability pays off; but it does feel like a bit of a compromise on quality.
p.s. I'm quite sensitive to noise and really did not want a machine that ran its fan all the time; the AMD Framework 13 is pretty good for this unless gaming or under some other high load and then it's a rushing sound not a whine.
I used to volunteer with Software Carpentry to teach and create lessons. Wonderful project, and so, so needed as many researchers (eg grad students) never get to properly learn fundamental data crunching skills and instead bumble along with poorly crafted spreadsheets and lots of cutting and pasting.
In the paper: "It is worth noting that the proposal of a "wake/sleep" specific algorithm for unsupervised learning of generative models based on feedback from stochastic stimulation goes back 25 years (Hinton et al., 1995)"
> Just a few years ago, paramedics in Germany were routinely (and probably not entirely legally) using WhatsApp for communicating with the hospital
Here in Canada, WhatsApp is routinely used in the hospitals for doctors to communicate with each other about patient care. We aren't supposed to send identifiable information but... it happens all the time, of course. And for the same reason: no sanctioned system to replace it.
https://github.com/m-bain/whisperX