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685 videos, talks and lectures that people linked to each other on Reddit, each shown with the comment that mentioned it.

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26 shelves to browse

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38 starting points that build an idea up from nothing. Chosen by the list's editor rather than ranked by votes.

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14 routes through the essential 50, each starting from simpler ideas. 126 timestamps point to useful moments, chosen from the captions.

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  1. 18 min10 videos, 4 h 21 minHow a computer worksHow do switches become programs, pictures and operating systems?
  2. 13 min3 videos, 49 minWhat computation isWhat is a computation, and what can no computer ever decide?
  3. 32 min7 videos, 2 h 51 minInformation, error and trustHow do we measure information, correct it when it breaks and trust it without a referee?

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The whole channel is pretty awesome and has a rather similar style of teaching to 3Blue1Brown. They have a really nice series on cryptography.
Mentioned in r/3Blue1Brown, in a thread called “More 3Blue1Brown video suggestions”

Mathematics

Proofs, intuition and the odd unsolved problem, from calculus to linear algebra.

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Physics

Quantum foundations, relativity, circuits and control, in single videos and whole lecture courses.

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Statistics

Probability, entropy and error correction, mostly explained from the definitions up.

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31 min But what is the Central Limit Theorem?3Blue1Brown

I've watched the Central Limit Theorem video. And so I suggested by getting item 2, or not getting neither of the items, many times, your actual chances of getting item 1 increases over time, since the probability of a random set over multiple cycles is supposed to form a bell curve shape, and so getting only one of the outcomes multiple times would yield for there to be sets of data for the other outcomes too.

Posted to r/3Blue1Brown

Computer science

Algorithms, data structures and the limits of computation.

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From scratch

Breadboard computers, compilers and renderers, built piece by piece on camera.

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18 min Exploring How Computers WorkSebastian Lague

…about how that all works, but basically it's a two step process: 1) invert the signals, 2) add binary 1 to that result. Sebstian's video discusses it here: The OR going into them is just something temporary I put there to send a "1" binary signal into the XORs which is to toggle on 'subtraction' mode. When that 1 goes into the XORs then they

Mentioned in r/Unity3D

Hardware

Lithography, transistors, memory and the factories and engineers behind them.

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Programming

The conference talks working developers keep sending each other.

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AI

Neural networks, transformers and language models, from first lecture to research talk.

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Security

DEF CON talks, cryptography and the history of the people who broke things.

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25 min But how does bitcoin actually work?3Blue1Brown

Sorry, on mobile so not very detailed, but the YouTube user 3Blue1Brown, who has ~275k followed and posts fantastic videos about math, just posted a video describing how Bitcoin works. We should lobby him to do an Ethereum video! Here is his channel page. Idk how best to lobby him.

Posted to r/ethereum

Economics

Money creation, debt cycles, financial crises and the research behind economic arguments.

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Game theory

Prisoner’s dilemmas, the evolution of cooperation, voting systems and the incentives of power.

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18 min Try to Rule Fairly and You'll Be OverthrownCGP Grey

"So the more the wealth of a nation comes from the productive citizens of the nation, the more the power gets spread out and the more the ruler must maintain the quality of life for those citizens. The less, the less."

Mentioned in r/CGPGrey

Evolution and life

Natural selection from first principles, the evidence for it and the documentaries that trace life’s history.

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10 min Simulating Natural SelectionPrimer

W1eV7Oc5A)) Numberphile - maths (video) Oversimplified - history, humor (video) Primer - evolution simulations (video) RealLifeLore - geography and geopolitics (video) Stand-up Maths - maths, humor (video) Steve Mould - scientific exper

Recommended in r/CasualConversation

Mind and behaviour

Behavioural biology, depression, cognitive biases and the puzzle of consciousness.

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Philosophy

Justice, morality, death and the history of philosophy, lecture by lecture.

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Chaos and complexity

Butterfly effects, the logistic map and pendulums that never repeat.

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History and society

Agriculture, empires, wars, revolutions and how we know how people once spoke.

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1 h Advice for time traveling to medieval EuropePremodernist

My favorite video of his which is his most successful, is his advice for time traveling to medieval Europe. Additionally, the followup response to that video is quite entertaining and informative. Yeah, turns out bringing a gun wouldn't be that useful.

Recommended in r/CasualConversation

Curiosities

Odd, memorable explanations of how everyday systems really work.

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22 min The World's Worst RailwayAdam Something

These are my favourites, with example videos from each: 3Blue1Brown - maths (video) Adam Something - transit (video) Atlas Pro - geography (video) Be Smart - science (video) Cambrian Chronicles - Welsh history ([video](

Recommended in r/CasualConversation

Space

The Big Bang, black holes, the scale of the cosmos and how Apollo reached the Moon.

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Medicine

The immune system, antibiotic resistance, ageing and what anaesthesia really does.

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Energy and climate

Power grids, lithium-ion batteries, nuclear fission and fusion, and climate sensitivity.

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Materials

Why metals stretch, how steel is hardened and what makes concrete strong.

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Language

How Shakespeare sounded, why place names defy spelling and how dead languages are reconstructed.

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Music and sound

Tuning, temperament, overtones and the mathematics hiding in scales and rhythm.

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32 min The Mathematical Problem with Music, and How to Solve ItFormant

So I was gonna post this as its own reply but I'll just leave it here. This is an explanation of how the major scale was developed. It might be considered more of a higher level concept, but for me personally, I wish it was the first thing anyone explained to me about music theory. It gives…

Mentioned in r/musictheory

Cities

Street design, road safety, transit and the engineering of big systems.

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Stories

Documentaries about the companies, projects and people that shaped computing.

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Careers

Talks on trust, candour and speaking so that people listen.

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285 threads

131 subreddits

306 hours, not counting playlists

This list was put together by reading Reddit threads and recording which videos people linked. It's a sample rather than a census, and nothing here is ranked by popularity: a mention can be praise, a question or an argument, so each page says which it was.

Thumbnails and embedding were checked against YouTube when this site was built, but full playback wasn't tested and some videos may be blocked in your region. 10 mentions could not be traced to a working video and were left out, along with 29 links that were off topic. How this list was made.