For me, working through Karpathy's video series (instead of just "watching" them) helped me tremendously to understand how LLMs work and gave me the confidence to read through more advanced material, if I feel like it.
But to be honest, the knowledge I gained through his videos are already enough for me. It's kind of like learning how a CPU works in general and ignoring all the fancy optimization steps that I'm not interested in.
Thanks Andrej for the time and effort you put into your videos.
I noticed this "feature" after wondering why everyone was using "sie" instead of "du" while searching for reviews on reddit for a new graphics card I wanted to buy.
This "shoving AI down your throat" is not just annoying, but also insulting and the accelerated enshittification of the web makes me sad. Thinking about "the good old days" also puts me in a state of nostalgia.
It's a slippery slope. Apple is as bad as Google was about 10 years ago and things seems to be degrading faster and faster. Give it another 5 years and they will be as bad as Google/Samsung is today.
Man, as an European I have the hope that this utterly bizarre and embarassing spectacle yesterday is finally waking us up and we start taking our fate into our own hands. Personally, I would do without a lot of things instead of having to watch europe being paraded around by a narcissist.
The last couple of months, I have been studying the fundamentals of algebra using Professor Leonard's YT Channel[0]. My goal is to fill in the gaps in my knowledge before I refresh my Calculus. It takes a while to go through all this stuff, if you do it right. But man, I have so much more confidence in my skills now than I had before, which to me is in itself rewarding and motivating. I had no idea how big my knowledge gaps in algebra were before I started going through his playlists.
My end goal is to be able to follow Andrej Karpathy's "Neural Networks: Zero to Hero"[1] without any big problems
So starting basically from "zero" in order to learn the prerequisites before learning what you actually want to learn on your own can feel daunting at times. But I think taking shortcuts will result in frustration. So, here I am taking algebra courses on YT with 38 years.
Thanks Andrej for the time and effort you put into your videos.