[ML News] AI Threatens Biological Arms Race

#mlnews #gtc22 #ithaca

GTC Registration Link: https://ykilcher.com/gtc
Your regular updates on what's going on in the ML world!

OUTLINE:
0:00 - Intro
0:20 - Register to Nvidia GTC and win a 3090!
4:15 - DeepMind's Ithaca deciphers Lost Ancient Texts
6:45 - Drug discovery model turns toxic
10:00 - Gary Marcus: Deep Learning is hitting a wall
19:40 - GopherCite: Backing up answers with citations
22:40 - Yoshua Bengio appointed knight of the legion of honour
23:00 - Meta AI tags parody account of Yoshua Bengio
23:40 - Building games using just natural language
24:55 - YOU.com adds writing assistant
25:45 - Horace He: How to brrr
26:35 - Karpathy: Reproducing Yann LeCun's 1989 paper
27:50 - Pig grunt emotion classifier
28:20 - AI annotates protein domain functions
29:40 - Atwood & Carmack: 10k self-driving car bet
30:50 - Helpful Things

References:
Register to GTC and win a 3090!
https://twitter.com/NVIDIAEU/status/1501881813651836930
https://www.nvidia.com/gtc/keynote/?ncid=so-twit-533413&=&linkId=100000114410590
https://www.nvidia.com/gtc/?ncid=ref-inpa-330612
https://www.nvidia.com/gtc/keynote/
https://www.nvidia.com/gtc/training/
https://developer.nvidia.com/nvidia-omniverse-platform

DeepMind deciphers Lost Ancient Texts
https://deepmind.com/blog/article/Predicting-the-past-with-Ithaca
https://www.nature.com/articles/s41586-022-04448-z
https://github.com/deepmind/ithaca
https://ithaca.deepmind.com/?job=eyJyZXF1ZXN0SUQiOiI1N2I4MWFjNTIxNGM3NDBiMjc3YzA1YzFiOTYwYzI0NCIsImF0dHJpYnV0aW9uIjp0cnVlLCJyZXN0b3JhdGlvbiI6dHJ1ZX0%3D

Drug discovery model turns toxic
https://www.theverge.com/2022/3/17/22983197/ai-new-possible-chemical-weapons-generative-models-vx
https://www.nature.com/articles/s42256-022-00465-9.pdf?utm_source=pocket_mylist

Gary Marcus: Deep Learning is hitting a wall
https://nautil.us/deep-learning-is-hitting-a-wall-14467/
https://www.youtube.com/watch?v=fVkXE330Bh0&t=4437s

GopherCite: Backing up answers with citations
https://deepmind.com/research/publications/2022/GopherCite-Teaching-Language-Models-To-Support-Answers-With-Verified-Quotes

Yoshua Bengio appointed knight of the legion of honour
https://mila.quebec/en/professor-yoshua-bengio-appointed-knight-of-the-legion-of-honour-by-france/

Meta AI tags parody account
https://twitter.com/MetaAI/status/1504575140532613125

Building games using just natural language
https://andrewmayneblog.wordpress.com/2022/03/17/building-games-and-apps-entirely-through-natural-language-using-openais-davinci-code-model/

YOU.com adds writing assistant
https://you.com/search?q=how%20to%20write%20well

Horace He: How to brrr
https://horace.io/brrr_intro.html

Karpathy: Reproducing Yann LeCun's 1989 paper
https://karpathy.github.io/2022/03/14/lecun1989/

Pig grunt emotion classifier
https://science.ku.dk/english/press/news/2022/pig-grunts-reveal-their-emotions/?utm_source=pocket_mylist

AI annotates protein domain functions
https://ai.googleblog.com/2022/03/using-deep-learning-to-annotate-protein.html?utm_source=pocket_mylist
https://google-research.github.io/proteinfer/

Atwood & Carmack: 10k self-driving car bet
https://blog.codinghorror.com/the-2030-self-driving-car-bet/?utm_source=pocket_mylist

Helpful Things
https://github.com/recognai/rubrix
https://twitter.com/taiyasaki/status/1501288630697877504
https://github.com/mosaicml/composer?src=twitter
https://mujoco.org/
https://mujoco.readthedocs.io/en/latest/changelog.html
https://github.com/deepmind/mctx?utm_source=pocket_mylist
https://padl.ai/
https://github.com/LaihoE/did-it-spill
https://pytorch.org/blog/pytorch-1.11-released/

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Видео [ML News] AI Threatens Biological Arms Race канала Yannic Kilcher