ML News - Google introduces Pathways | OpenAI solves Math Problems | Meta goes First Person (Video)

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

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-
[2110.14168] Training Verifiers to Solve Math Word Problems

Sam Altman says Neural Networks truly learn
https://twitter.com/sama/status/14508

Google AI researchers frustrated with lawyers
archive.ph

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

BigScience Workshop releases T0
https://bigscience.huggingface.co/

Huggingface Hub Dataset Viewer
https://twitter.com/huggingface/statu

Scite classifies scientific citations

https://direct.mit.edu/qss/article/do

Facebook AI Ego4D dataset & challenges
Facebook

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
Discovering and Achieving Goals with World Models
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
[2110.11216] User-friendly introduction to PAC-Bayes bounds
https://arxiv.org/pdf/2110.11216.pdf
https://github.com/facebookresearch/x
https://superbbenchmark.org/
[2110.07731] CCQA: A New Web-Scale Question Answering Dataset for Model Pre-Training
https://github.com/BaguaSys/bagua?utm
https://github.com/cgarciae/treex
JAX reference documentation — JAX documentation

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