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Large Language Models from scratch8:25

Large Language Models from scratch

375K views • 4 years ago
Graphics in 5 Minutes
A short cartoon explaining how language models like ChatGPT work, from autocomplete and conditional probabilities to neural networks, gradient descent and backpropagation. It shows how networks act as universal function approximators.
This giant model stopped a terrible plan4:34

This giant model stopped a terrible plan

10M views • 9 years ago
Tom Scott
Tom Scott tells how John Reber's plan to dam San Francisco Bay was disproved by the Army Corps of Engineers' giant hydraulic Bay Model in Sausalito. The model showed the plan would have been dangerously wrong.
Infinite fractions and the most irrational number13:29

Infinite fractions and the most irrational number

658K views • 10 years ago
Mathologer
Mathologer uses continued fractions to show why the golden ratio is the most irrational number, comparing it with root 2, e and pi and pointing to where this shows up in nature.
AI Language Models & Transformers - Computerphile20:39

AI Language Models & Transformers - Computerphile

354K views • 7 years ago
Computerphile
Rob Miles explains on Computerphile how language models generate plausible text and how transformers improved on recurrent networks, with a look at what comes next.
GPT3: An Even Bigger Language Model - Computerphile25:57

GPT3: An Even Bigger Language Model - Computerphile

446K views • 6 years ago
Computerphile
Rob Miles discusses GPT-3 on Computerphile, covering how scaling parameters kept improving results over GPT-2 and how the model nearly learned arithmetic without anyone knowing exactly how.
Jackie Chan - How to Do Action Comedy9:04

Jackie Chan - How to Do Action Comedy

25.4M views • 11 years ago
Every Frame a Painting
Every Frame a Painting analyzes how Jackie Chan stages action comedy, with nine principles such as starting from a disadvantage, using the environment, clear shots, and keeping action and reaction in the same frame.
Extremely Large Numbers 1 - Introduction7:42

Extremely Large Numbers 1 - Introduction

20K views • 11 years ago
Giroux Studios
The first video in a series on extremely large numbers, introducing the topic with examples. Later parts go deep into the fast-growing hierarchy.
Games Should Not Cost $60 Anymore - Inflation, Microtransactions, and Publishing - Extra Credits6:26

Games Should Not Cost $60 Anymore - Inflation, Microtransactions, and Publishing - Extra Credits

678K views • 8 years ago
Extra Credits
Extra Credits explains from a game developer's perspective why AAA games have stayed at $60 despite inflation, and how that pressure drives DLC, microtransactions and loot boxes.
Tesla Model 3's motor - The Brilliant Engineering behind it12:08

Tesla Model 3's motor - The Brilliant Engineering behind it

8M views • 5 years ago
Sabin Civil Engineering
An engineering explainer on why Tesla abandoned the induction motor for the Model 3 and used an IPM-SynRM design. It covers the reluctance torque and permanent magnet principles behind the choice.
Training AI Without Writing A Reward Function, with Reward Modelling17:52

Training AI Without Writing A Reward Function, with Reward Modelling

259K views • 6 years ago
Robert Miles AI Safety
Robert Miles explains reward modelling, in which an AI learns what humans want from their preference comparisons instead of a hand-written reward function. He walks through the 2017 paper on deep reinforcement learning from human preferences.
The Equation That Explains (Nearly) Everything!16:43

The Equation That Explains (Nearly) Everything!

1.6M views • 4 years ago
PBS Space Time
PBS Space Time explains the Standard Model Lagrangian, the single equation encapsulating the particle physics theory, and visualizes what its terms mean.
Model Y E36: The Octovalve Episode10:56

Model Y E36: The Octovalve Episode

317K views • 6 years ago
Munro Live
Munro Live's Model Y episode 36 has Sandy Munro walk through the disassembled Tesla Octovalve and heat pump system. He explains how the components are made and what each one does.
Mach-E Thermal System Part 2: A Detailed Comparison to the Model Y12:27

Mach-E Thermal System Part 2: A Detailed Comparison to the Model Y

225K views • 5 years ago
Munro Live
Munro Live's team breaks down the thermal management system of the Ford Mustang Mach-E and compares it with the Tesla Model Y. They look at parts count, coolant loops and heating approaches.
Simulating an epidemic23:12

Simulating an epidemic

5.2M views • 6 years ago
3Blue1Brown
3Blue1Brown builds toy SIR models to simulate how an epidemic spreads and tests scenarios like social distancing, travel restrictions, central gathering places and quarantine. It was made during the early COVID-19 outbreak.
Noam Chomsky: The five filters of the mass media machine | The Listening Post4:47

Noam Chomsky: The five filters of the mass media machine | The Listening Post

2.9M views • 9 years ago
Al Jazeera English
A short Al Jazeera animation narrated by Amy Goodman presenting Noam Chomsky's five filters of the mass media: ownership, advertising, media elite sourcing, flak and a common enemy. It is part of the MediaTheorised series.
Light Waves Visualized using Photon Sieves.11:33

Light Waves Visualized using Photon Sieves.

69K views • 6 years ago
Huygens Optics
Huygens Optics shows how DIY photon sieves shape a laser's wave front, explaining how they differ from zone plates and how aperture count affects the focal point, with time-resolved visualizations of the diffraction.
The Strangest Implication of Quantum Mechanics33:01

The Strangest Implication of Quantum Mechanics

20.6M views • 1 year ago
Veritasium
A Veritasium video that follows the principle of least action from Bernoulli and Newton to quantum mechanics, asking whether light takes all possible paths at once. It includes experiments showing quantum waves.
Quantum Entanglement & Spooky Action at a Distance9:16

Quantum Entanglement & Spooky Action at a Distance

4.5M views • 11 years ago
Veritasium
Veritasium explains quantum entanglement and spooky action at a distance, walking through Bell's inequality and the experiments that rule out hidden variables, in under ten minutes.
Graham's Number - Numberphile9:16

Graham's Number - Numberphile

3M views • 14 years ago
Numberphile
Numberphile's Tony Padilla and Matt Parker discuss Graham's number, once the largest number used in a mathematical proof, and how enormous it is.
Quantum Field Theory visualized15:53

Quantum Field Theory visualized

2.7M views • 6 years ago
ScienceClic English
ScienceClic gives a 15-minute animated introduction to quantum field theory, covering fields, spin, conserved quantities, the standard model and interactions.
I wasn't worried about climate change. Now I am.21:37

I wasn't worried about climate change. Now I am.

2.5M views • 2 years ago
Sabine Hossenfelder
Sabine Hossenfelder explains climate sensitivity and why recent observations suggest climate models may have underestimated warming. She says this changed her view on how worried to be.
Why is light slower in glass? - Sixty Symbols16:30

Why is light slower in glass? - Sixty Symbols

848K views • 13 years ago
Sixty Symbols
Professor Mike Merrifield of Nottingham explains in a mostly uncut conversation why light travels slower in glass. He treats light as a wave and describes how the material's electrons produce secondary waves that combine to slow it.
Britain's largest battery is actually a lake4:56

Britain's largest battery is actually a lake

2.2M views • 8 years ago
Tom Scott
Tom Scott visits Dinorwig Power Station in Wales, a pumped-storage hydro plant often called Britain's largest battery. He explains how it works and how its role has shifted from TV pickup spikes to balancing wind and solar.
Transformers, the tech behind LLMs | Deep Learning Chapter 527:14

Transformers, the tech behind LLMs | Deep Learning Chapter 5

11.6M views • 2 years ago
3Blue1Brown
3Blue1Brown's visual explanation of how transformers and GPT-style language models work, tracing data through tokens, embeddings and attention.
How Special Relativity Makes Magnets Work4:19

How Special Relativity Makes Magnets Work

4M views • 13 years ago
Veritasium
Veritasium explains magnetism as a consequence of special relativity. Length contraction of moving charges makes a current in a wire attract or repel a nearby moving charge.
The IOU Machine: How Currency Is Created | Hidden Secrets of Money Ep. 429:35

The IOU Machine: How Currency Is Created | Hidden Secrets of Money Ep. 4

11.1M views • 13 years ago
GoldSilver
Episode 4 of Mike Maloney's Hidden Secrets of Money, explaining how currency is created through a chain of IOUs among the Treasury, banks and the Federal Reserve. It covers bonds, Fed checks, debt, taxes and fractional reserve lending, from a gold-and-silver advocate's viewpoint.
How Far Are The Nearest Stars?10:22

How Far Are The Nearest Stars?

3.7M views • 9 years ago
Cody'sLab
Cody's Lab builds a 200-billionth-scale model to show how far away the nearest stars are, using parallax and light speed. A short astronomy explainer on interstellar distances.
The Golden Ratio (why it is so irrational) - Numberphile15:13

The Golden Ratio (why it is so irrational) - Numberphile

3.9M views • 8 years ago
Numberphile
Numberphile's Ben Sparks shows why the golden ratio is the most irrational number, using seeds, continued fractions and rational approximations. He also explains why plants use it for spacing leaves and seeds.
World's Largest Batteries - (Pumped Storage)9:13

World's Largest Batteries - (Pumped Storage)

1.9M views • 7 years ago
Practical Engineering
Practical Engineering explains pumped storage hydropower, which makes up most grid-scale electricity storage. It covers how it works and why it fits only certain geographies.
Why do competitors open their stores next to one another? - Jac de Haan4:07

Why do competitors open their stores next to one another? - Jac de Haan

7.4M views • 14 years ago
TED-Ed
A short animated TED-Ed lesson in which two competing ice cream vendors on a beach illustrate why rival shops cluster together. It introduces game theory and the Nash equilibrium through the Hotelling model.
How are holograms possible?46:24

How are holograms possible?

7.2M views • 2 years ago
3Blue1Brown
3Blue1Brown explains how holograms record a 3D scene on 2D film, using wave diffraction and phase. The video includes demonstrations of several real holograms.
So... the minute hand shows progression — apparently we think of time in wildly different ways18:15

So... the minute hand shows progression — apparently we think of time in wildly different ways

706K views • 4 years ago
Technology Connextras
A Technology Connections video essay on how analog and digital clocks shape different mental models of time, with the minute hand acting as a progress indicator.
A Million Dollars vs A Billion Dollars, Visualized: A Road Trip1:19:08

A Million Dollars vs A Billion Dollars, Visualized: A Road Trip

8.3M views • 6 years ago
Tom Scott
Tom Scott makes the difference between a million and a billion dollars tangible by using distance on a road trip instead of volume. The drive makes the scale of a billion intuitively felt.
Tesla Is Lightyears Ahead Of... Tesla10:56

Tesla Is Lightyears Ahead Of... Tesla

1.4M views • 5 years ago
SuperfastMatt
SuperfastMatt looks at how the Tesla Model S retracting door handles were redesigned over time, from many parts to a motor plus sensor, with a focus on engineering and reliability.
Why the Muon g-2 Results Are So Exciting!12:36

Why the Muon g-2 Results Are So Exciting!

1.5M views • 5 years ago
PBS Space Time
A PBS Space Time episode explaining the Fermilab Muon g-2 results and why a discrepancy with the Standard Model prediction could point to new physics.
How Dollar Stores Quietly Consumed America19:48

How Dollar Stores Quietly Consumed America

4.2M views • 3 years ago
Wendover Productions
A Wendover Productions video on how dollar store chains expanded across America and why they displace grocery stores in small towns. It covers their business model and supplier leverage.
Group theory, abstraction, and the 196,883-dimensional monster21:58

Group theory, abstraction, and the 196,883-dimensional monster

3.8M views • 6 years ago
3Blue1Brown
3Blue1Brown introduces group theory and abstract groups, then builds toward classification of finite simple groups and the enormous Monster group with its 196,883 dimensions.
Why do people keep getting this wrong‽12:49

Why do people keep getting this wrong‽

2M views • 6 years ago
Stand-up Maths
Matt Parker of Stand-up Maths explains why people keep making the same mistake with millions and billions, using a Bloomberg cash calculator example. He looks at the unit slip behind the repeated arithmetic error.
Correlation CAN Imply Causation! | Statistics Misconceptions4:12

Correlation CAN Imply Causation! | Statistics Misconceptions

744K views • 9 years ago
minutephysics
A four-minute minutephysics video arguing that causal models and causal networks let statistics infer causation from correlation. It touches on Reichenbach's principle, common causes, feedback and quantum causal discovery.
I Did Caffeine Analysis: Some Unexpected Results!18:42

I Did Caffeine Analysis: Some Unexpected Results!

1.7M views • 3 years ago
James Hoffmann
James Hoffmann runs caffeine analyzer tests comparing filter versus espresso, extraction over time, steep time, instant coffee and light versus dark roast.