QWERTY is broken. Can we make it better?

I used machine learning to create the world's worst (and best) keyboard layouts. Along the way I learned how QWERTY came to be, how simulated annealing works, and got a little better at typing. Full code at: https://github.com/AtomicFrontierCode/keyboards Music by Julian, camera by Julia, story by James. ---------- II ---------- This video was brought to you by an unhealthy amount of coffee (ok, but seriously I have a problem) and our awesome Patrons at https://www.patreon.com/atomicfrontier. 0:00 I get a brilliant idea 0:22 QWERTY origins 3:37 Hill climbing 4:35 Why QWERTY sucks 5:35 Simulated annealing 9:30 World's best keyboards 11:56 World's worst keyboard 13:58 A keyboard for geese ---------- II ---------- Hi, I'm James. I explore the world looking for engineering stories which explore complex issues in interesting ways. I studied Mechanical Engineering from the University of Western Australia and am currently undertaking a PhD in space robotics at the Massachusetts Institute of Technology. My website is https://www.atomicfrontieronline.com, I occasionally tweet from https://twitter.com/AtomicFrontiers, and you can join the Atomic Frontier Discord server to talk about cool engineering stuff at https://discord.gg/4QZc3jYdTR. You can help support my work and see some cool behind-the-scenes content at https://www.patreon.com/atomicfrontier.