[1] https://web.archive.org/web/20130404071259/https://cs.stanfo...
You don't need a 50 point list to learn anything even to a proficient level. Exams are bullshit.
I personally rarely joined group study sessions, but thinking back, I should have joined more of them.
To expand on one of the points listed here: do a first pass through questions before writing a single thing and mark which you feel are easy vs. hard (this evaluation may change once you start working on them!). Your prioritization should be: easier + higher points, easier + lower points, then hard in order of perceived difficulty weighted by points.
Oh, and if your course requires memorizing a set of known formulas, write them down first thing on the very last page :)
Tests are all bullshit. They are just some arbitrary questions, trying to figure out whether you understood the material, which were made up by some guy who has much more important things to do.
If you want to spend your time well, either do networking or try to understand the material. If you are there trying to game the system (which hilariously Karpathy is suggesting you do, in a very mild way) then you should seriously consider why you are there in the first place.
Also consider that when you are tested outside of school you will always be tested to face to face.
I couldn’t figure out why I got the first B’s and C’s of my life until I realized that.
Is there a way to enforce non-thin fonts on web pages in the browser?
Assuming you are already using dark reader to give dark mode to all pages.
As you follow along with the speaker, try to predict what they will say next. These can be either local or global predictions. Guess what they will write next, or what will be on the next slide. With some practice (and exposure to the subject area) you can usually get it right. Also try to keep track of how things fit into the big picture. For example in a math class, there may be a big theorem that they're working towards using lots of smaller lemmas. How will it all come together?
When you get it right, it will feel like you are figuring out the material on your own, rather than having it explained to you. This is the most important part.
If you can manage to stay one step ahead of the lecturer, it will keep you way more engaged than trying to write everything down. Writing puts you one step behind what the speaker is saying. Because of this, I usually don't take any notes at all. It obviously works better when lecture notes are made available, but you can always look at the textbook.
People often assume that I have read the material or otherwise prepared for lectures, seminars, etc., because of how closely I follow what the speaker is saying. But really most talks are quite logical, and if you stay engaged it's easy to follow along. The key is to not zone out or break your concentration, and I find this method helps me immensely.
Linux instructor Jason Canon wrote once that there's a lot of people who spend 90% of the time reading articles on how to learn Linux, but only 10% really practicing.
OTOH it's a really cool way to stay focused and engaged with the lecture.
It's just a trick that helps me pay attention in lectures, which a lot of people struggle with. Certainly you have to put the work outside of the classroom as well.
And when I say learning, I mean understanding the material, not just remembering a bunch of information for an exam.
There being 100 different ways to learn though is questionable.
And how interesting that that is literally how LLMs are trained during pretraining. Like Ilya said: To predict the name revealed as the murderer at the end of a detective novel, you must have followed the plot, have world knowledge about physics, psychology, etc..
And that’s what you’re pointing at here. Testing yourself on the ability to predict during a lecture is like running a loss function to keep you on your toes.
Wait, can people do this??
Only use this as a learning technique. Do not accidentally let this bleed over into personal 1:1 conversations.
I know some people in my life who are "smart" and they will cut people off in the middle of conversation to the effect of "oh yeah I already know what you are going to say, let me go ahead and cut you off so I can respond faster".
On top of being completely obnoxious on the face of it, they are wrong enough times in their predictions to where it completely fucks the conversation.
>Your time is a precious, limited resource. Get to a point where you don't screw up on a test and then switch your attention to much more important endeavors. [...] Other than research projects, get involved with some group of people on side projects or better, start your own from scratch. Contribute to Open Source, make/improve a library. Get out there and create (or help create) something cool. Document it well. Blog about it. These are the things people will care about a few years down the road. Your grades? They are an annoyance you have to deal with along the way. Use your time well and good luck.
While probably 90% of undergrads undershoot in terms of time spent on their courses, the other 10% "Goodhardt" their grades and misallocate their time and abilities.
1. Follow actively the lessons.
2. Study and exercise every day what you covered in the previous lessons
Every one of us has been given these age old platitudes, but, as spaced repetition, testing, and active recall prove, they are actually an excellent starting point for good performance
Not surprisingly, my grades those two years were great. Never had the fortitude to keep it up.
Some of them just got it, absorbed good advice like a sponge, rejected bad advice, and did their best. They were unsurprisingly successful in life (for their own definitions of success, which wasn't always monetary)
The most frustrating cases were the students who got baited by angry internet advice. Reddit was a frequent source of bad advice. Some got pulled into 4Chan or Something Awful (depending on the era). Others were in weird IRC channels or Discords. All of them got poisoned by cynical online junk. I'd hear the weirdest things about how they'd rationalize that studying was bad, degrees were useless, and nothing mattered. Some tried to lecture me on how the world was ending, the economy was collapsing, and therefore nothing mattered anyway.
The hardest type for me to mentor were the students who had a bottomless bucket of excuses to pull from for everything in their life. Nothing was ever their fault, even if their failure was unambiguously traceable back to their lack of studying. It was always the fault of their professor, their roommate, their parents, their students, their friends, or even their mentors (me) because they had trained themselves to find someone or something to blame in every situation. Not surprisingly they were always failing to progress in life until they hit some situation that forced self-reflection and learning. Some of them managed to turn it around, but I can still find many of them angrily ranting into LinkedIn or other social media to this day.
Mentoring was hard. It was rewarding to work with the students who wanted to learn and knew how to prefer good advice over bad. For some it felt like most of the battle was just keeping them away from bad influences and resisting the urge to run to Reddit to find something that helped them believe nothing was their fault.
> I'd hear the weirdest things about how they'd rationalize that studying was bad, degrees were useless, and nothing mattered. Some tried to lecture me on how the world was ending, the economy was collapsing, and therefore nothing mattered anyway.
To be fair, it does seem to be pretty bad out there if your only definition of success is monetary.
But your general point about https://en.wikipedia.org/wiki/Locus_of_control absolutely is well taken.
I was always told NOT to study right before the test because it hinder retrieval of long term memory.
https://warwick.ac.uk/fac/sci/physics/current/teach/general/...
There were several courses that were considered easy, and as a consequence were well attended. You had to do significantly better in those classes to get a high grade, versus a low-attendance hard course where 50% in the test was curved up to 75%.
But yeah within a single assignment it makes no sense to force a specific distribution. (People do this maybe because they don’t understand?)
> Undergrads tend to have tunnel vision about their classes. They want to get good grades, etc. The crucial fact to realize is that noone will care about your grades, unless they are bad. For example, I always used to say that the smartest student will get 85% in all of his courses. This way, you end up with somewhere around 4.0 score, but you did not over-study, and you did not under-study.
It’s difficult to escape tunnel vision when your most urgent and highest priority task tends to be the required homework and studying you have right in front of you, and you directly get feedback on that work.
> Other than research projects, get involved with some group of people on side projects or better, start your own from scratch. Contribute to Open Source, make/improve a library. Get out there and create (or help create) something cool. Document it well. Blog about it. These are the things people will care about a few years down the road. Your grades? They are an annoyance you have to deal with along the way. Use your time well and good luck.
I agree with all the advice here, but in hindsight, I don’t know if I would’ve been able to realistically do this. These things are all something you can do away from school, so while in school, it felt like a waste to not make use of the school to do things on my own.
Overall the advice is much easier said than done, even if it is something I completely agree with.
My favorite pieces that I agree with 100%:
> Reading and understanding IS NOT the same as replicating the content.
This happens to me all the time. It's really important to try and replicate everything that you learn. I would go even further and constantly reaffirm that you still know how to prove facts that you take for granted.
> NEVER. EVER. EVER. Leave a test early.
Every time I find a mistake.
Some pieces that I really disagree with:
> Study very intensely RIGHT before the test.
I don't think this works, at least for me, it doesn’t. I never studied on test day unless the test was in the evening. Even in cases where I had ample time to study, I focused on preparing for my later tests. By the time test day rolls around, you either know the material or you don’t. I don’t think short-term memory is as valuable as the writer is making it out to be. I also worry that the added stress may cause you to confuse yourself when trying to frantically read through your notes or textbooks.
> If things are going badly and you get too tired, in emergency situations, chug an energy drink.
Your health is more important than the tests you take. These energy drinks are terrible for you and your brain, in my opinion. After hours of sitting, drinking such a high concentration of sugar and caffeine is terrible for you. Just go out for a walk, take a shower, and if that doesn't help, go to sleep. Trying to cram in as much knowledge as possible when your brain is fried isn't going to help you all that much.
I think the trade-off of being a little jittery and possibly scoring better on an exam is probably worth it. Unless you turn it into a habit, a few hours short on sleep a month isn't going to measurably harm you. Then again, it depends on how much you stand to gain from studying those extra few hours - and it's equally important to be realistic on that quantity.
I disagree. I made some of my best friends through all nighters and continue to occasionally pull them because they reinvigorate meaning into my work as they did my coursework.
If your only metric for success in school is your GPA, then yes all nighters aren’t worth it. But climbing a metric leaderboard isn’t the only measure of doing well in a course.
It is curious because Andrej recognizes this with his comments concerning coffee.
The more career-minded might call it "networking".
Asserting that they're not worth it misses the broader picture.
That’s basically it.
Everyone has the desire to win but very few have the will to prepare to win.
Doing well in school is overwhelmingly about simply having the will to do the work. To read, listen, take notes, study, practice, and review. There's no magic.
This was horrible advice for me and caused my a lot of grief for many years wondering why I still couldn't focus.
Nothing against Andrej, part of the reason I hate this advice is that this is very common advice for what your environment should look like. This was advice given by study workshops at my college. I'm sure this works for a decent chunk of the student population.
Quiet places cause me to mentally drift into outer space and I just zone out.
You know what is a great environment? Semi-busy coffee shops + headphones + instrumental music. I'm able to consistently lock in for 4-5 hours. When I go back to my "nice quiet home environment" I get distracted immediately and refocusing is super hard.
Like I said, this is standard advice that works for a portion of the population, but I think this makes a ton of other people in the same boat as me feel lazy/discouraged/unfocused/stupid losers when in reality "nice quiet places" might not work for them.
In the moments I was struggling the most in my life, what helped me the most was managing my time and finding ways to work a little bit every day, even if it was only writing down the plan of what I had to do. Pomodoro timers also helped me a lot to "start doing something".
I really think motivational, self improvement, anti-procrastination and studying advice courses should be offered by universities. I'm convinced that regularity and a good study strategy is enough to move even the weakest among the mediocres to attain a doctorate level. I saw some cases like these myself.
I have found no solution for this besides watching recordings at a significantly faster speed, preferably clipping silences.
I have been tested and found explicit evidence of this short term memory deficiency which healthcare providers directly refused to address instead offering childish advice about sleep and self care offering SSRIs as well.
If you dont have it in you, none of this will matter, you will not be able to do it anyway.
mhog_hn•2h ago