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Andrej Karpathy Blog
The the words it uses that this site has seen least often elsewhere. Posts are matched on those words alone — nothing here is a summary of this one.
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20 September
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15 July
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Their words
We can we can teach we can teach somebody, I think, to be a really good AI developer in a few months. You can build enough intuition where you are, you know, accelerated off the ground and you can go like keep growing there. It's really hard to teach someone a CS undergrad program in in 3 months.
24 June
16 May
From one piece Recent Developments in LLM Architectures: KV Sharing, mHC, and Compressed Attention 2 beliefs, in the piece's order there
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korrents.com
Larger language models already have enough capacity that extra per-layer embedding tricks add little benefit to them.Their words
However, larger models already have sufficient capacity where these extra embeddings may not help that much.
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Their words
As reasoning models and agent workflows keep more tokens around (for longer), KV-cache size, memory traffic, and attention cost quickly become the main constraints, and LLM developers are adding a growing number of architecture tricks to reduce those costs.
6 April
19 March
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Their words
one of the magic tricks about these things is that they they're incredibly consistent. If you've got a code base with a bunch of patterns in, they will follow those patterns almost to a T.
11 September 2025
29 July 2025
31 May 2025
16 December 2024
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Likedrcmnd.app
Not everyone gets a trophyTheir words
Tips and observations on how to manage the Millenial generation better. Some of these I found insightful, some were less of a surprise.
14 December 2024
18 July 2024
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korrents.com
Writing a technique down, however basic it seems, is the first step to making it usable by everyone.Their words
But writing a trick down is the first step to making sure everyone can do it: magic tricks can be basic but not obvious.
20 February 2024
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korrents.com
Harvard's governance is broken because its self-perpetuating board can never be rebalanced from outside.Their words
It's really a self-perpetuating board that effectively elects its own members. Once the balance tips, politically, one way or another, it can be kept that way forever. There's no kind of rebalancing system.
5 December 2023
24 June 2023
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Their words
At the same time, in order to reduce the probability of someone intentionally or unintentionally bringing about a rogue AI, we need to increase governance and we should consider limiting access to the large-scale generalist AI systems that could be weaponized, which would mean that the code and neural net parameters would not be shared in open-source and some of the important engineering tricks to make them work would not be shared either.
18 May 2023
6 December 2022
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21 September 2021
3 September 2020
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Lovedrcmnd.app
Salt, Fat, Acid, HeatTheir words
Such an incredible book on becoming a better chef, with little tricks and methods I use almost every day now. Plus the recipes in the back are delicious!
1 June 2020
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Recommendsaffiliate linkrcmnd.app
The Art Of ProbabilityTheir words
Hamming was a practitioner, spending much of his career in Bell Labs, so unlike many books on probability, this stays grounded in the kind of intuitions that come up a lot in solving practical problems. It has countless helpful puzzles and problem-solving tricks which are organized in such a way as to give a sense of the deeper theory underlying probability and statistics.
26 April 2020
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Lovedrcmnd.app
VS CodeTheir words
I switched from Sublime to VS Code years ago and I can't see myself going back. I used to use the Sublime keybindings in VS Code. However, last year I switched to the Vim keybindings. It took some time to reach the same speed, but I would say I've surpassed my previous speed and added a few new tricks thanks to Vim.
7 February 2019
5 January 2017
1 January 2017
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Readrcmnd.app
A Guide to the Good LifeTheir words
Podcast (Part 2). A modern, approachable guide to Stoicism — a philosophy of life whose goal is to maximize the experience of tranquility. This is a seriously useful bag of psychological tricks.
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