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

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

Mar 08, 2022
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#mlnews #deepmind #fusion 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/Accelerating-fusion-science-through-learned-plasma-control https://www.nature.com/articles/s41586-021-04301-9/figures/1 https://www.nature.com/articles/s41586-021-04301-9.pdf https://www.alexirpan.com/2018/02/14/rl-hard.html Google responds to carbon emission estimates https://ai.googleblog.com/2022/02/good-news-about-carbon-footprint-of.html Yann LeCun proposes new architecture for world models https://ai.facebook.com/blog/yann-lecun-advances-in-ai-research Fruit fly neurons may perform multiplication https://www.nature.com/articles/s41586-022-04428-3 Emojisearch App https://twitter.com/lilianweng/status/1488791391358513153 https://www.emojisearch.app/ https://github.com/lilianweng/emoji-semantic-search/blob/main/server/app.py Ar5iv officially in arXiv labs https://blog.arxiv.org/2022/02/21/arxiv-articles-as-responsive-web-pages/ Tech media may be only slightly conscious https://twitter.com/ilyasut/status/1491554478243258368 https://futurism.com/the-byte/openai-already-sentient https://interestingengineering.com/ai-might-be-conscious https://futurism.com/mit-researcher-conscious-ai https://www.dailymail.co.uk/sciencetech/article-10503703/Artificial-Intelligence-expert-warns-slightly-conscious-AI.html https://futurism.com/conscious-ai-backlash https://www.dailystar.co.uk/tech/news/conscious-ai-already-exist-expert-26223303 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?linkCode=gs2&tag=oreilly200c-21 Helpful Things https://github.com/j3soon/tbparse https://github.com/openvinotoolkit/anomalib https://liuliu66.github.io/articulationobjects/ https://github.com/RobertTLange/evosax https://github.com/google/evojax https://github.com/google/evojax/pull/9 https://github.com/facebookresearch/textlesslib https://standard-ai.github.io/Standard-Sim/ https://twitter.com/PatrickPlaten/status/1493916630967066626?utm_source=pocket_mylist https://aimagelab.ing.unimore.it/imagelab/page.asp?IdPage=42&utm_source=pocket_mylist https://github.com/yashbhalgat/HashNeRF-pytorch?utm_source=pocket_mylist https://github.com/patrick-kidger/diffrax https://github.com/AI4Finance-Foundation/FinRL https://huggingface.co/AI-Nordics/bert-large-swedish-cased https://huggingface.co/AI-Nordics/gpt-sw3 https://paperswithcode.com/dataset/muld https://github.com/JonasGeiping/breaching https://github.com/Weixin-Liang/MetaShift US Office: AI can't copyright its art https://www.theverge.com/2022/2/21/22944335/us-copyright-office-reject-ai-generated-art-recent-entrance-to-paradise https://www.urbasm.com/2016/05/artificial-intelligence-visions-art-of-a-dying-brain/ Links: TabNine Code Completion (Referral): http://bit.ly/tabnine-yannick YouTube: https://www.youtube.com/c/yannickilcher Twitter: https://twitter.com/ykilcher Discord: https://discord.gg/4H8xxDF BitChute: https://www.bitchute.com/channel/yannic-kilcher LinkedIn: https://www.linkedin.com/in/ykilcher BiliBili: https://space.bilibili.com/2017636191 If you want to support me, the best thing to do is to share out the content :) If you want to support me financially (completely optional and voluntary, but a lot of people have asked for this): SubscribeStar: https://www.subscribestar.com/yannickilcher Patreon: https://www.patreon.com/yannickilcher Bitcoin (BTC): bc1q49lsw3q325tr58ygf8sudx2dqfguclvngvy2cq Ethereum (ETH): 0x7ad3513E3B8f66799f507Aa7874b1B0eBC7F85e2 Litecoin (LTC): LQW2TRyKYetVC8WjFkhpPhtpbDM4Vw7r9m Monero (XMR): 4ACL8AGrEo5hAir8A9CeVrW8pEauWvnp1WnSDZxW7tziCDLhZAGsgzhRQABDnFy8yuM9fWJDviJPHKRjV4FWt19CJZN9D4n

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
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