[ML News] DeepMind does Nowcasting | The Guardian's shady reporting | AI finishes Beethoven's 10th

#deepmind #nowcasting #machinelearning

Your holy update on what's new in the Machine Learning world.

OUTLINE:
0:00 - Intro
0:30 - DeepMind tackles Nowcasting
3:30 - The Guardian's shady reporting on TruthfulQA
6:15 - Stochastic training not necessary for generalization
7:35 - Google AI's efficient partitioning of road networks
9:15 - MiniHack Reinforcement Learning Environment
10:45 - Plato XL 11B dialog model
11:35 - AI finishes Beethoven's 10th Symphony
13:10 - AI casts doubt on painting authenticity
15:55 - ShadowDragon social media surveillance
18:45 - Helpful Libraries
25:20 - Samsung to copy-paste brains onto chips

References:
DeepMind improves Nowcasting
https://deepmind.com/blog/article/now...
https://www.nature.com/articles/s4158...
https://github.com/deepmind/deepmind-...
https://colab.research.google.com/git...

The Guardian's shady reporting on TruthfulQA
https://www.theguardian.com/commentis...

Stochastic Training is Not Necessary for Generalization
https://arxiv.org/pdf/2109.14119.pdf

Google AI - Efficient Partitioning of Road Networks
https://ai.googleblog.com/2021/09/eff...

MiniHack Reinforcement Learning Environment
https://ai.facebook.com/blog/minihack...

Baidu PLATO-XL 11B Dialog Model
http://research.baidu.com/Blog/index-...

AI finishes Beethoven's 10th Symphony
https://thenextweb.com/news/computer-...

AI casts doubt on paining authenticity
https://www.smithsonianmag.com/smart-...
https://art-recognition.com/
https://art-recognition.com/case-stud...
https://art-recognition.com/faq/

ShadowDragon Social Media Surveillance
https://www.rt.com/usa/535630-ai-surv...
https://theintercept.com/2021/09/21/s...

Helpful Libraries / Datasets
https://huggingface.co/infinity
https://yanaiela.github.io/TNE/?s=09&...
https://arxiv.org/abs/2109.10282
https://github.com/microsoft/unilm/tr...
https://medium.com/people-ai-research...
https://raft.elicit.org/
https://huggingface.co/spaces/ought/r...
https://huggingface.co/spaces/ought/r...
https://arxiv.org/pdf/2109.14076.pdf
https://arxiv.org/pdf/2109.14394.pdf
https://www.robots.ox.ac.uk/~vgg/rese...
https://zenodo.org/record/5528345#.YV...
https://github.com/yukimasano/PASS/
https://openreview.net/pdf?id=BwzYI-K...
https://github.com/pytorch/data?utm_s...

Samsung Method to copy paste brain onto chip
https://www.engadget.com/samsung-copy...

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