network design
27:36Why Western Designs Fail in Developing Countries
1.8M views • 2 years ago
Design Theory
A design essay on why products designed in Western contexts often fail when deployed in developing countries. It covers expert blindness and cultural assumptions, with examples such as malaria nets and the One Laptop Per Child project.
11:02How to design an actually good toaster with lessons from the 1940's
851K views • 6 years ago
Technology Connections
Technology Connections praises a 1940s-50s Sunbeam toaster and explains what makes a toaster well designed, drawing on a vintage Sunbeam video.
11:39The Ingenious Design of the Aluminum Beverage Can
19.5M views • 11 years ago
engineerguy
Bill Hammack of Engineer Guy explains the engineering behind the aluminum beverage can: why it is cylindrical, how it is manufactured, why it narrows at the top, the double seam, and how the pull tab works.
8:14The Lightning Network Explained (Litecoin/Bitcoin)
119K views • 9 years ago
Franklyn
An 8-minute explainer on the Lightning Network and how it relates to Segwit, Bitcoin and Litecoin. It covers how off-chain payment channels route payments to scale blockchain transactions.
5:43Design Club - Super Mario Bros: Level 1-1 - How Super Mario Mastered Level Design
1.2M views • 12 years ago
Extra History
A Design Club episode that analyzes how Super Mario Bros. level 1-1 teaches players to play through level design alone, without text tutorials.
15:15why Japan's internet is weirdly designed
5.2M views • 3 years ago
Answer in Progress
Answer in Progress investigates why Japanese websites look different from those elsewhere, using an AI clustering approach to test the 2013 claim. It then looks at possible explanations.
18:40But what is a neural network? | Deep learning chapter 1
25.1M views • 9 years ago
3Blue1Brown
3Blue1Brown's first chapter on deep learning explains what neurons and layers are and the math underlying a basic neural network, using handwritten digit recognition with visual animations.
23:01Safe Cycling Showdown - Good vs. Bad City Design - Plus 1 Minus 2
1.1M views • 5 years ago
Not Just Bikes
Not Just Bikes compares the same cycling trip to a hardware store in Calgary and in Amsterdam, using a 'plus 1 minus 2' format. It shows how street design shapes how safe and practical cycling is.
26:54Chest Freezers; What they tell us about designing for X
2.9M views • 6 years ago
Technology Connections
Technology Connections explains how refrigerator and freezer design affects energy use, using chest freezers to show why top-opening designs and layout choices matter. It includes thermal-camera footage of cold air spilling out of upright units.
5:10Junction design in the Netherlands
630K views • 12 years ago
BicycleDutch
A five-minute BicycleDutch episode showing how Dutch junctions are designed so cyclists and pedestrians can cross safely. It explains the layout choices that separate and protect them.
5:26Neural Network Learns The Physics of Fluids and Smoke | Two Minute Papers #118
209K views • 9 years ago
Two Minute Papers
Two Minute Papers covers a paper on speeding up fluid and smoke simulation with convolutional networks. It contrasts the approach with earlier regression forest methods.
4:01Dutch junction design - safer for cyclists
52K views • 15 years ago
BicycleDutch
A short BicycleDutch episode showing how Dutch junctions with protected cycle paths are laid out. It argues these are proven, non-experimental designs that make intersections safer for cyclists.
18:14Stroads are Ugly, Expensive, and Dangerous (and they're everywhere) [ST05]
8.3M views • 5 years ago
Not Just Bikes
Not Just Bikes introduces the "stroad", a street-road hybrid common in the US and Canada that fails at both jobs. He contrasts it with Dutch design, where each road has a single purpose, and covers cost, danger and ugliness.
19:40How I Designed a Free Music Font for 5 Million Musicians (MuseScore 3.6)
608K views • 5 years ago
Tantacrul
Tantacrul explains how he and engraver Simon Smith designed the free music notation font for MuseScore 3.6. It draws on the history of the SCORE notation application by Leland Smith.
6:17Why Cars Rarely Crash into Buildings in the Netherlands
1M views • 6 years ago
Not Just Bikes
Not Just Bikes explains why cars rarely crash into buildings in the Netherlands, attributing it to street design that forgives mistakes and to systematic crash investigation. It contrasts this with North American acceptance of such crashes.
20:33Gradient descent, how neural networks learn | Deep Learning Chapter 2
9.7M views • 9 years ago
3Blue1Brown
3Blue1Brown's second neural network chapter explains cost functions and gradient descent, showing how a network learns by minimizing error during training.
33:43TSP #183 - Starlink Dish Phased Array Design, Architecture & RF In-depth Analysis
171K views • 5 years ago
The Signal Path
The Signal Path takes apart a Starlink dish layer by layer, analyzing the phased array RF design, system architecture and integrated circuits, with an X-ray of the RF stack.
25:05The Best-Designed Town in the Netherlands (and therefore, the world)
1.2M views • 1 year ago
Not Just Bikes
Not Just Bikes tours Houten, a Dutch town designed around cycling, explaining how its layout makes most trips by bike safe and easy. It also promotes a book about the town.
11:24The Tube Map nearly looked very different
2.6M views • 4 years ago
Map Men
Map Men's Jay Foreman tells the story of how the London Tube map nearly looked very different, including Harry Beck's design and TfL's initial rejection of it. A short, witty history of a design icon.
12:02Nintendo - Putting Play First
997K views • 9 years ago
Game Maker's Toolkit
Game Maker's Toolkit examines Nintendo's design approach of starting from a core play mechanic, making it fun, and building around it. Examples include Mario's jump and Luigi's Mansion's vacuum.
3:45The Dutch Solution for Safer Sidewalks - Continuous Sidewalks
452K views • 6 years ago
Not Just Bikes
A short Not Just Bikes video on continuous sidewalks in the Netherlands, where the sidewalk runs unbroken across side streets so cars must visibly cross pedestrian space. It places them within Dutch sustainable safety and Vision Zero efforts.
10:35Why the Dutch Wait Less at Traffic Lights
1.2M views • 6 years ago
Not Just Bikes
Not Just Bikes explains how Dutch traffic lights use early detection, transit priority and conflict-free design to cut waiting. The aim is to move as many people as possible rather than as many cars.
2:22Intersection design, the Dutch - cycle friendly - way
965K views • 15 years ago
BicycleDutch
A short BicycleDutch episode showing how Dutch protected intersections continue cycle paths through the junction without needing extra street width.
21:48Lessons from a Can Opener
3M views • 4 years ago
Technology Connections
Technology Connections spends 22 minutes on the humble can opener and what its design shows about products and why people don't know what to look for. It uses an everyday tool to draw broader lessons.
8:44MMO Economies - Hyperinflation, Reserve Currencies & You! - Extra Credits
1.5M views • 9 years ago
Extra Credits
An Extra Credits episode on how MMO economies get overrun by inflation when players can mint unlimited gold by killing monsters. It covers approaches borrowed from real-world economics, such as anchoring or pegging currency, as alternatives to simple gold sinks.
11:09The Wrong Way to Set Speed Limits [ST06]
2.1M views • 5 years ago
Not Just Bikes
Not Just Bikes explains how North American speed limits are set and why posted limits matter far less than street design. It argues that drivers follow the road's cues, so safe speeds have to be built into the street.
15:09Mouse Cursor History (and why I made my own)
3M views • 8 years ago
Posy
Posy gives a short history of the computer mouse cursor, from early straight pointers to the tilted arrow, comparing Apple and Windows designs. He then explains why he designed his own cursor set and offers it as a free download.
5:12Traffic Calming is Everywhere in the Netherlands
404K views • 6 years ago
Not Just Bikes
Not Just Bikes shows how traffic calming is built into streets across the Netherlands, from city centres to villages. Street design naturally slows cars and makes roads safer.
13:55Segmented Displays
7.2M views • 4 years ago
Posy
Posy explores segmented displays, from the seven-segment display to alternative designs with fewer or more segments, with patents and history.
10:56Tesla 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.
14:21The Antique Microwave Oven that's Better than Yours
2.7M views • 5 years ago
Technology Connections
Technology Connections examines an old feature-rich microwave and shows how it uses a humidity or steam sensor and lookup data to cook food well, arguing it beats many modern ones.
10:15Using ground relays with Starlink
506K views • 6 years ago
Mark Handley
Mark Handley of UCL explains, with simulation visualizations, how early Starlink satellites without inter-satellite links could still give low-latency wide-area communication by hopping via ground relays. He shows it can beat fibre on many long paths.
14:18How to Design Impenetrable Airport Security
5.5M views • 8 years ago
Wendover Productions
A Wendover Productions explainer on how airport security is designed, covering screening layers, x-ray scanning, and the contrast with Israel's profiling-based approach. It walks through the logic behind why security works the way it does.
12:08Tesla 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.
6:58The Skinner Box - How Games Condition People to Play More - Extra Credits
1.2M views • 14 years ago
Extra Credits
An Extra Credits episode on how games use Skinner box operant conditioning and reward schedules to keep players playing and spending. It argues for more immersive design mechanics than simple reward loops.
5:32It's not you. Bad doors are everywhere.
10.6M views • 10 years ago
Vox
Vox's Joe Posner, with help from 99% Invisible, explains why bad doors are everywhere. It covers Don Norman's long-running complaint about doors and the idea that good design should not need instructions.
55:02GradIEEEnt half decent: The hidden power of imprecise lines
391K views • 3 years ago
suckerpinch
Tom 7 (suckerpinch) delivers a long, comedic digression on gradient descent and floating-point imprecision. He shows how rounding behavior can supply the nonlinearity needed to build a neural network.
31:25Crossing the Street Shouldn't Be Deadly (but it is)
1.9M views • 4 years ago
Not Just Bikes
Not Just Bikes explains why crossing streets is dangerous in the US and Canada, where roads are designed to move cars fast, and contrasts it with Dutch designs for pedestrians.
14:03The Computer Designed To Die In Microseconds
408K views • 3 years ago
Scott Manley
Scott Manley tells the story of a computerized telemetry system built to sit at the heart of a nuclear test device in place of the plutonium pit, designed to transmit data in the microseconds before it was destroyed.
21:42Future Computers Will Be Radically Different (Analog Computing)
13.2M views • 4 years ago
Veritasium
Veritasium explains why analog computing may suit AI workloads, covering old analog computers, The Analog Thing and Mythic's analog chips that use flash memory for neural network inference. It argues digital hardware is hitting limits.