in-context learning and induction heads

https://www.youtube.com/watch?v=yMGG2OENyu0

mechanistic interpretability

https://colab.research.google.com/github/neelnanda-io/TransformerLens/blob/main/demos/Main_Demo.ipynb#scrollTo=MadVZ_UVxw6j https://www.youtube.com/watch?v=veT2VI4vHyU https://www.youtube.com/watch?v=bOnpFvN_Fbg https://www.youtube.com/watch?v=bZvPLRZx-V8

matematical challenges in AI

https://sites.google.com/view/m-ml-sydney/home?authuser=1 https://www.matsprogram.org/

mats publications

https://airtable.com/appgYHwg8mqw7IcaE/shrnETzJyPjfFFRb4 https://www.matsprogram.org/

NEEL NANDA https://www.youtube.com/watch?v=bZvPLRZx-V8 https://www.bing.com/search?q=math-merch-interp-slides%20neel%20nanda&qs=n&form=QBRE&sp=-1&ghc=1&lq=0&pq=math-merch-interp-slides%20neel%20nand&sc=8-34&sk=&cvid=FA72911CB7A84B83965A893E6AC01A3E&ghsh=0&ghacc=0&ghpl= https://www.neelnanda.io/mechanistic-interpretability/emergent-pos https://github.com/neelnanda-io https://www.youtube.com/watch?v=ZSg4-H8L6Ec

materia entera de STANFORD!!!! https://www.youtube.com/watch?v=V3NQaDR3xI4&list=PLoyGOS2WIonajhAVqKUgEMNmeq3nEeM51 https://www.youtube.com/watch?v=Mhp8vpOksWw https://www.youtube.com/watch?v=_Ygf0GnlwmY https://www.alignmentforum.org/posts/NfFST5Mio7BCAQHPA/an-extremely-opinionated-annotated-list-of-my-favourite-1 https://www.youtube.com/watch?v=h9Z4oGN89MU https://www.youtube.com/watch?v=_Ygf0GnlwmY https://www.alignmentforum.org/posts/NfFST5Mio7BCAQHPA/an-extremely-opinionated-annotated-list-of-my-favourite-1

https://www.youtube.com/watch?v=IHikLL8ULa4