[ML News] Google introduces Pathways | OpenAI solves Math Problems | Meta goes First Person

#pathways #mlnews #ego4d Your irregular dose of Machine Learning News. OUTLINE: 0:00 - Intro 0:20 - Sponsor: Weights & Biases 2:10 - Google Introduces Pathways AI Architecture 6:30 - OpenAI trains Language Models to do High School Math 8:25 - Sam Altman says Neural Networks truly learn 9:35 - Google AI researchers frustrated with lawyers 12:10 - DeepMind RL Lecture Series 2021 12:40 - Fashion Store sells Adversarial Patches 13:15 - A viable method to remove the GIL from CPython 15:05 - BigScience Workshop releases T0 17:40 - Huggingface Hub Dataset Viewer 18:10 - Scite classifies scientific citations 19:25 - Facebook AI Ego4D dataset & challenges 21:50 - Tesla Dojo Configurable Floating Point Spec 23:10 - Windows releases PyTorch-DirectML for Deep Learning on DirectX GPUs 23:50 - Helpful Things 33:00 - Traders use ML to analyze CEOs' language 34:20 - Cadbury creates DeepFake ads for local Indian businesses 35:25 - This Shoe Does Not Exist Sponsor: Weights & Biases https://wandb.com References: Google Introduces Pathways AI Architecture https://blog.google/technology/ai/int... OpenAI trains Language Models to do High School Math https://openai.com/blog/grade-school-... https://arxiv.org/abs/2110.14168 Sam Altman says Neural Networks truly learn https://twitter.com/sama/status/14508... Google AI researchers frustrated with lawyers https://archive.ph/lsQJJ#selection-28... DeepMind RL Lecture Series 2021 https://deepmind.com/learning-resourc... Fashion Store sells Adversarial Patches https://twitter.com/naotokui/status/1... A viable method to remove the GIL from CPython https://lwn.net/Articles/872869/ BigScience Workshop releases T0 https://bigscience.huggingface.co/ https://arxiv.org/abs/2110.08207 https://huggingface.co/bigscience/T0pp Huggingface Hub Dataset Viewer https://twitter.com/huggingface/statu... Scite classifies scientific citations https://scite.ai https://direct.mit.edu/qss/article/do... Facebook AI Ego4D dataset & challenges https://ai.facebook.com/blog/teaching... Tesla Dojo Configurable Floating Point Spec https://tesla-cdn.thron.com/static/SB... Windows releases PyTorch-DirectML for Deep Learning on DirectX GPUs https://devblogs.microsoft.com/window... Helpful Things https://github.com/achaiah/pywick?utm... https://github.com/orybkin/lexa-bench... https://orybkin.github.io/lexa/ https://twitter.com/danijarh/status/1... https://github.com/RobertTLange/mle-h... https://keras.io/examples/vision/mobi... https://twitter.com/osanseviero/statu... https://huggingface.co/spaces/flax-co... https://huggingface.co/transformers/m... https://github.com/facebookresearch/b... https://arxiv.org/abs/2110.11216 https://arxiv.org/pdf/2110.11216.pdf https://github.com/facebookresearch/x... https://superbbenchmark.org/ https://arxiv.org/abs/2110.07731 https://github.com/BaguaSys/bagua?utm... https://github.com/cgarciae/treex https://jax.readthedocs.io/en/latest/... Traders use ML to analyze CEOs' language https://www.reuters.com/technology/ai... Cadbury creates DeepFake ads for local Indian businesses https://www.bgr.in/entertainment/shah... This Shoe Does Not Exist https://www.thisshoedoesnotexist.com/