Failing grades soar with AI usage, dwindling math skills in Berkeley CS classes
dailycal.org615 points by littlexsparkee 18 hours ago
615 points by littlexsparkee 18 hours ago
I have some sympathy for these kids. If LLMs were around when I was a student, I would've also used them to "speed up" my homework assignments then proceed to fail all my tests.
Now I work mostly with PhDs who were at the top of every academic environment they've ever been in. And yet I can see their thinking skills rapidly declining as well; many of them can no longer brainstorm, code, think deeply, or write without an LLM present doing 90% of the work. Many of them can no longer sit quietly for even 30 minutes just thinking on their own, which is a required skill for producing original thought.
For adults the cognitive decline won't be as measurable since there's no exams, and overall output volume will still be fine due to LLM help. But I do believe it's already happening absolutely everywhere around us. Honestly, I wanted to be in denial about it before but it's too obvious to ignore now.
I’m not noticing the decline in my own abilities any more than I had before using them. I finished undergrad 20 years ago and my once sharp math skills had been severely diminished within only 5-10 years. Just simple arithmetic and percentages that I could rapidly do in my head became dependent on calculators/spreadsheets. For all other trivia type knowledge, my brain has offloaded it to the internet RAM in my pocket. It’s a familiar feeling of when some question comes up and I think “oh, I used to know that, let me look it up”. Maybe I just already hit my personal floor of stupidity before LLMs.
However, I personally feel a huge mental burden of the state of communication. The contemporary version of it where I have a million threads and conversations im juggling at any given time. Emails, voicemail, chat, online, texts, personal, business, home, children, other family, friends, then there’s the variants like Messages, Messenger, WhatsApp, etc. And as overwhelming as it is for me, I’m super under connected than everyone else I know. I quit following most news and all sports, as I just don’t have the bandwidth for it.
My brain was molded preinternet and I feel like it’s reaching its max on the analog to digital conversion. Or at least it’s just a really lossy process.
Yeah, I'm 45 and I'm like you - no social media, relatively under connected, and still feel swamped constantly by emails and calls and especially texts. They eat up half my productive time every day, and most of them are things I'm looped in on that I don't even need to respond to.
Okay so let's say that's the new cognitive burden. The new escape hatch is "AI". Now you don't need to read your mail or write responses! Let an LLM handle that for you! And now your friends and coworkers will send you AI generated mail anyway, so if you're actually taking the time to read and respond to it yourself you're a chump, right?
Noise machines. Humans are noise machines. Ever try to sleep till noon and notice that everyone else seems like they can't feel alive unless they wake up and make the maximum amount of noise and racket possible? What could be better for a gibbering species of ground dwelling apes than a miraculous machine that gibbers for them, to point back and forth at each other?
> And now your friends and coworkers will send you AI generated mail anyway
This hits close. I realized one of my friends was using AI to message me and I took it kind of hard. It's weird to be worth the effort for them to set up a chat bot to talk to me but not worth the 2-3mins a week to actually read/respond to my messages.
Right now, I just basically ghosted him, but I have teh feeling this is the start of an emerging issue.
I think some people are okay with communication that’s less involved. Like meme-y BSing where everyone involved knows everyone else is putting like 12% of their thinking power into sending a response.
I don’t really enjoy that, so I find having that many threads stressful and annoying.
I just take a hard line and will unilaterally downgrade communications (while politely letting the other party know). I have all my family group chats muted because my mom uses “Send” the way you’d use Enter on a desktop. End of a sentence? Send text. Next bullet point in a list? Send text.
I muted the chats and told her that I want my ringer on in case there’s an emergency, but I got 30 something notifications in 5 minutes during an interview and it’s unfair to the candidate or other people in the meeting. Internally I rationalize it as revoking someone’s ability to make noises on my phone at whim. They can still text me, they just can’t interrupt me anymore.
It helps a lot, even if only temporary. I’ve muted people for a few hours or a couple days before when I’m already stressed and they’re really chatty.
We have to normalize being on silent all the time and making people wait hours for a response. Return to the primordial monkey of 1800s-era high-latency comms.
At first, some people will be offended. "Why didn't you let me ping and buzz you and interrupt you all day? You didn't respond immediately each time :'((". Some people with unrealistic expectations may even stop talking to you entirely.
But eventually (years maybe) they will get overwhelmed too. No one can handle this madness indefinitely. I've seen giga-texters get broken down and turn into lazy texters like me, or at least learn to tolerate my long response intervals and recognize it as a coping mechanism rather than rudeness.
I've told people this for years. The mode of communication reflects the urgency. If you text me, expect a response on the order of 3+ days. If you call, and I recognize the number, it will be more urgent. If I DON'T recognize it, it goes to voicemail and back in the 3+ days queue. If you show up at my door, it is immediate. Even with my wife, she will text while I'm at the grocery to pick up some extra food items, and it doesn't necessarily come through or I'm on silent. I'll get home, and she'll ask where the food is, and I ask why she didn't call if it was timely. I just do NOT check my texts that often, it isn't because I'm deliberately ignoring anyone.
The current trend seems to be switching the priority order of calls and texts among many of us. I feel like a call should be scheduled, preferably 3+ days out, and preferably with an agenda attached. (Same rules I feel about any sort of meeting.) But a direct text (non-group chat, just to me) is a priority. Group chats get that 1-2 days middle ground.
As an aside to this I mute ALL notifications on my phone. I still get notifications of course, but they never ping or vibrate.
For important threads like calls or messages from important people/group chats, I have my watch vibrate.
Otherwise, I just go through my notifications once I have downtime.
I really like that system! How do you configure that only notifications from certain parties end up on the watch? As far as I can tell I can only filter on application. On iOS I can add “favourites” which get prio for calls and messages in Messages/Mail but not in other apps.
Agree. I mute every group chat and notifications for almost everything. Same reasoning. My wife just talks to me when something reaches a point of me needing to know. Broader holiday planning or group travel planning chatter, it seems like any family gathering requires a minimum of 1000 messages.
I'm noticing some decline of skills I don't practice regularly and LLM is just one of reasons why one stops practicing. Switching to another area of work gives a comparable decline. If you want sharp skills you have to use them.
True. People don't do it though, because keeping skills sharp and using them takes effort, and we have a predisposition to be as efficient as possible with how we spend our effort; if there's an easier way to do it in our awareness, we will naturally gravitate towards that. LLMs are often a universal crutch or swiss-army-knife that significantly take away workload for many abstract tasks, so all kinds of atrophy in abstract thinking is to be expected.
However, when looking at muscle, once you have it you don't need to use it as much in order to maintain it. I wonder if the same is true for skills; in that case, some kind of regiment where you still use the skill you delegate once a week or so could maybe help with avoiding this loss of skill for most part.
“ However, when looking at muscle, once you have it you don't need to use it as much in order to maintain it”
No.. this depends on how much muscle you have. The appropriate comparison is mass and density of knowledge/understanding vs muscle. There’s not a chance in hell you will retain mass and dense muscle without pushing the body hard. Just in the same way you will not retain very deep understanding of things unless a) you’ve been reciting it for over 10 yrs b) you go back and push the understanding continuously for it to remain as part of your being
Building muscle is much harder than maintaining muscle.
And if you went 3 years without exercising, you'll be able to get your muscles back much quicker than had you never had the muscle before.
It's pretty comparable to skills. You don't need to practice as hard to maintain a skill than you do to build it. And if you let the skill atrophy, it's much easier to recover the skill compared to building it from scratch.
> And if you went 3 years without exercising, you'll be able to get your muscles back much quicker than had you never had the muscle before.
This very much depends on age. I went on statins about 18 months, which destroyed about 15lbs of muscle over the course of a year (160->145). Along with that muscle loss came about a halving or more of the weights I could lift in any given exercise. I interpreted the "do you have any weakness on this medication" question as inability to function levels of weakness, it wasn't until I showed my training logs to my physician that she asserted that I was having weakness.
It's been a year since I went off them and I'm still lifting barely what I could in high school. I'm exploring some different training plans, but AFAIK, there isn't much research into if different weight/volume breakdowns work better for older guys.
5/3/1 without any extra sets (no bbb,fsl,ssl etc) is pretty well regarded for people with poor recovery. Slow, but steady and low risk.
Again you are not understanding the comparison.
I’ve got 20 inch lean arms - I know far more about muscle building and retention than you. I train just as hard to maintain them as I did to get them there.
The people who say “oh it’s easy to maintain” LOL it’s easy to maintain 16 inch arms.
> I know far more about muscle building and retention than you
I am a competitive bodybuilder…
> I train just as hard to maintain them as I did to get them there.
Are you enhanced? Were you enhanced when you built the 20” arms? If so, yes I agree.
Edit: With 20" arms, there's nearly 0% chance you're natural. You can't compare your enhanced experience to naturals.
Chiming into this little tiff to say I think bulk muscle is a bad analogy in the first place. It’s more akin to a muscle memory/skill. Something like golf is a better analogy. If you took any golfer, at any level, and had them refrain from golfing for 3 years. I feel pretty confident asserting they would all perform worse than they had. Their skill is diminished.