Skip to content
DeepMind solves protein folding | AlphaFold 2
YouTube

High IQ Club

DeepMind solves protein folding | AlphaFold 2

Chapters

Episode notes from Lex Fridman

A quick video on the basics of DeepMind’s AlphaFold 2 breakthrough. Please support this channel by checking out our sponsors:
– Vincero: https://vincerowatches.com/lex to get up to 25% off + free shipping
– Four Sigmatic: https://foursigmatic.com/lex and use code LexPod to get up to 60% off

References and good blogs, articles, videos:
[1] AlphaFold 2: https://deepmind.com/blog/article/alphafold-a-solution-to-a-50-year-old-grand-challenge-in-biology
[2] AlphaFold 1: https://deepmind.com/blog/article/AlphaFold-Using-AI-for-scientific-discovery
[3] AlphaFold 1 paper: https://www.nature.com/articles/s41586-019-1923-7
[4] CASP14 Results: https://www.predictioncenter.org/casp14/zscores_final.cgi
[20] AlphaFold 2 video from Yannic Kilcher: https://www.youtube.com/watch?v=B9PL__gVxLI
[21] Science: https://www.sciencemag.org/news/2020/11/game-has-changed-ai-triumphs-solving-protein-structures
[22] Nature: https://www.nature.com/articles/d41586-020-03348-4
[23] Fortune: https://fortune.com/2020/11/30/deepmind-protein-folding-breakthrough/

OUTLINE:
0:00 – What happened?
1:03 – How big is this accomplishment?
4:39 – Proteins and amino acids
5:17 – Protein folding
8:26 – How AlphaFold 1 works
9:45 – How AlphaFold 2 works
12:09 – Why is this breakthrough important?
13:19 – Long-term future impact

Help improve this page

Who's on this episode?Add the guest names so fans can find every appearance.
Separate names with commas. Up to 5.
The guest's own post about it, for example.
Credit (optional)
Shown on the page as a thank-you.
Never shown.

Everything is checked before it goes on the site.

Report a problemWrong title, wrong show, broken video.
A link that backs it up gets it through faster.
Credit (optional)
Shown on the page as a thank-you.
Never shown.

Everything is checked before it goes on the site.

Comments

No comments yet. Start the conversation.

Join the conversation

Your email is never shown. First comments are reviewed before they appear.