[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/nowcasting
https://www.nature.com/articles/s41586-021-03854-z
https://github.com/deepmind/deepmind-research/tree/master/nowcasting
https://colab.research.google.com/github/deepmind/deepmind-research/blob/master/nowcasting/Open_sourced_dataset_and_model_snapshot_for_precipitation_nowcasting.ipynb

The Guardian's shady reporting on TruthfulQA
https://www.theguardian.com/commentisfree/2021/oct/02/the-truth-about-artificial-intelligence-it-isnt-that-honest?CMP=Share_iOSApp_Other

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/efficient-partitioning-of-road-networks.html

MiniHack Reinforcement Learning Environment
https://ai.facebook.com/blog/minihack-a-new-sandbox-for-open-ended-reinforcement-learning

Baidu PLATO-XL 11B Dialog Model
http://research.baidu.com/Blog/index-view?id=163

AI finishes Beethoven's 10th Symphony
https://thenextweb.com/news/computer-scientists-completed-beethoven-10th-symphony-syndication

AI casts doubt on paining authenticity
https://www.smithsonianmag.com/smart-news/ai-casts-new-doubt-on-national-gallerys-prized-peter-paul-rubens-180978771/
https://art-recognition.com/
https://art-recognition.com/case-studies/
https://art-recognition.com/faq/

ShadowDragon Social Media Surveillance
https://www.rt.com/usa/535630-ai-surveillance-police-program-social-media/
https://theintercept.com/2021/09/21/surveillance-social-media-police-microsoft-shadowdragon-kaseware/

Helpful Libraries / Datasets
https://huggingface.co/infinity
https://yanaiela.github.io/TNE/?s=09&utm_source=pocket_mylist
https://arxiv.org/abs/2109.10282
https://github.com/microsoft/unilm/tree/master/trocr
https://medium.com/people-ai-research/kaokore-exploring-the-intersection-of-humanities-and-ml-research-through-a-japanese-art-dataset-f6035ba1e4d
https://raft.elicit.org/
https://huggingface.co/spaces/ought/raft-leaderboard
https://huggingface.co/spaces/ought/raft-viewer?dataset=raft&config=ade_corpus_v2&raft=dataset&banking_77=config
https://arxiv.org/pdf/2109.14076.pdf
https://arxiv.org/pdf/2109.14394.pdf
https://www.robots.ox.ac.uk/~vgg/research/pass/
https://zenodo.org/record/5528345#.YVrtd0ZByDU
https://github.com/yukimasano/PASS/
https://openreview.net/pdf?id=BwzYI-KaHdr
https://github.com/pytorch/data?utm_source=pocket_mylist

Samsung Method to copy paste brain onto chip
https://www.engadget.com/samsung-copy-and-paste-brain-neuromorphic-chips-185359994.html

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