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Lex Fridman · 2021-08-09 · 2h 54m

Luís and João Batalha: Fermat's Library and the Art of Studying Papers | Lex Fridman Podcast #209

The Fermat's Library founders make the case for open science, annotated papers, and finding hidden beauty in mathematics.

Luís and João Batalha: Fermat's Library and the Art of Studying Papers | Lex Fridman Podcast #209
The guest

Luís and João Batalha — Brothers and co-founders of Fermat's Library, a platform for annotating academic papers and a popular Twitter account that shares visual math factoids. One studied computer science, the other physics.

The gist

Lex Fridman talks with brothers Luís and João Batalha, founders of Fermat's Library, about how scientific papers are read, shared, and understood. They argue that academic publishing is broken, that paywalled journals add little value while extracting public money, and that science should be free and open. The conversation ranges across the backstories behind famous papers, the gamification of citation metrics, crowdsourced peer review, and how tools like their annotation platform, the Librarian extension, and even Twitter threads can make dense science accessible. They close with stories about Perelman, Terence Tao, sports analytics, and the Messi-versus-Ronaldo debate.

Big reveals

  • Luís reveals that as students they would download and email paywalled papers to each other because one brother in Europe couldn't access them.
  • The Bitcoin paper was the very first paper they put on Fermat's Library, and it took weeks to fully understand.
  • They confirm seminal papers like the DNA double helix and Higgs boson papers are annotated on the platform.
  • They reveal Fermat's Library is run as a deliberate side project with a 20-year vision, not a fast-growth startup.
  • João recreated Fermi's atomic-blast energy calculation using a viral video of a Beirut bride whose dress was displaced by the explosion.
  • Lex admits he wrote a soccer player and ball tracking system but never released it for fear it would consume his life.
  • The brothers published a real differential-equations analysis of Game of Thrones' Battle of Winterfell.

Things worth remembering

  • About 50% of all arXiv papers tagged 'machine learning' were published in just the last 12 months.
  • A 1960s NIH biology-preprint experiment was killed within six years due to pressure from journals.
  • A single Wikipedia user has edited roughly one third of all articles.
  • Eugene Garfield's citation-mapping work inspired Larry Page and Sergey Brin's PageRank algorithm.
  • Donald Knuth's TeX and LaTeX should arguably have earned him a Nobel Peace Prize for democratizing scientific writing.
  • Freeman Dyson introduced the entire Dyson sphere concept, including how to detect alien life via infrared, in a single one-page paper.
  • Fermi calculated the Trinity bomb's energy by throwing torn paper into the blast, within about 20-25% of the true value.
  • Re-analyzing 600,000 free throws from Kaggle showed players aren't 'hot' but simply better on the second attempt.
  • Perelman rejected the Fields Medal partly because others claimed undue credit for his Poincaré conjecture proof.
  • In mathematics a paper can take close to three years between upload and journal publication.

Recommended in this episode

Books, products and media the guest or host genuinely endorsed here — with the buy link.

Affiliate link — we may earn a commission at no extra cost to you.

Guest’s ownProduct

Fermat's Library

Luís and João Batalha

“co-founders of fermat's library which is an incredible platform for annotating papers” — Lex Fridman 00:00:00
Find it on Amazon
Guest’s ownProduct

Fermat's Library Twitter account

Luís and João Batalha

“for mars library is also a really good twitter account to follow i highly recommend it they post little visual factoids” — Lex Fridman 00:00:00
Find it on Amazon
Guest’s ownProduct

Librarian (browser extension)

Fermat's Library

“librarian is a browser extension that we developed that is sort of an overlay on top of archive” — guest 00:24:23
Find it on Amazon
Guest’s ownProduct

Margins

Fermat's Library

“margins is kind of the same software that we use to to run the journal club and to host the annotations but we've made that available for free” — guest 00:23:53
Find it on Amazon
RecommendedMedia

Machine Learning Street Talk

Machine Learning Street Talk (inferred)

“machine learning street talk i think that's the name of the show the that i recommend highly that's the right thing but uh they they do exactly that” — Lex Fridman 01:12:13
Find it on Amazon