[ML News] DeepMind controls fusion | Yann LeCun's JEPA architecture | US: AI can't copyright its art

Updates on what's going on in the ML world!

Check out w&b's alerts feature: https://wandb.me/yannic

OUTLINE:

0:00 - Intro

0:20 - Sponsor: Weights & Biases

2:35 - DeepMind uses Reinforcement Learning to control nuclear fusion

4:35 - Google responds to carbon emission estimates

8:40 - Yann LeCun proposes new architecture for world models

11:05 - Fruit fly neurons may perform multiplication

12:00 - Emojisearch App

12:30 - Ar5iv officially in arXiv labs

12:55 - Language Model Consciousness & Media Hype

16:45 - Vision models are more fair when trained on uncurated data

18:30 - CLIPasso

19:15 - NLP with Transformers Book

20:15 - Helpful Things

26:00 - US Office: AI can't copyright its art

Sponsor: Weights & Biases

https://wandb.me/yannic

References:

https://wandb.me/yannic

DeepMind uses RL to control nuclear fusion

https://deepmind.com/blog/article/Acc...

https://www.nature.com/articles/s4158...

https://www.nature.com/articles/s4158...

https://www.alexirpan.com/2018/02/14/...

Google responds to carbon emission estimates

https://ai.googleblog.com/2022/02/goo...

Yann LeCun proposes new architecture for world models

https://ai.facebook.com/blog/yann-lec...

Fruit fly neurons may perform multiplication

https://www.nature.com/articles/s4158...

Emojisearch App

https://twitter.com/lilianweng/status...

https://www.emojisearch.app/

https://github.com/lilianweng/emoji-s...

Ar5iv officially in arXiv labs

https://blog.arxiv.org/2022/02/21/arx...

Tech media may be only slightly conscious

https://twitter.com/ilyasut/status/14...

https://futurism.com/the-byte/openai-...

https://interestingengineering.com/ai...

https://futurism.com/mit-researcher-c...

https://www.dailymail.co.uk/sciencete...

https://futurism.com/conscious-ai-bac...

https://www.dailystar.co.uk/tech/news...

Vision models are more fair when trained on uncurated data

https://arxiv.org/pdf/2202.08360.pdf

CLIPasso

https://clipasso.github.io/clipasso/

NLP with Transformers Book

https://www.amazon.de/dp/1098103246?l...

Helpful Things

https://github.com/j3soon/tbparse

https://github.com/openvinotoolkit/an...

https://liuliu66.github.io/articulati...

https://github.com/RobertTLange/evosax

https://github.com/google/evojax

https://github.com/google/evojax/pull/9

https://github.com/facebookresearch/t...

https://standard-ai.github.io/Standar...

https://twitter.com/PatrickPlaten/sta...

https://aimagelab.ing.unimore.it/imag...

https://github.com/yashbhalgat/HashNe...

https://github.com/patrick-kidger/dif...

https://github.com/AI4Finance-Foundat...

https://huggingface.co/AI-Nordics/ber...

https://huggingface.co/AI-Nordics/gpt...

https://paperswithcode.com/dataset/muld

https://github.com/JonasGeiping/breac...

https://github.com/Weixin-Liang/MetaS...

US Office: AI can't copyright its art

https://www.theverge.com/2022/2/21/22...

https://www.urbasm.com/2016/05/artifi...

Links:

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YouTube: https://www.youtube.com/c/yannickilcher

Twitter: https://twitter.com/ykilcher

Discord: https://discord.gg/4H8xxDF

BitChute: https://www.bitchute.com/channel/yann...

LinkedIn: https://www.linkedin.com/in/ykilcher

BiliBili: https://space.bilibili.com/2017636191