Digest 2022-11 / 12
@snakers41
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# ML
Maybe you don’t mind if GitHub Copilot used your open-source code without asking.- https://githubcopilotinvestigation.com/?mc_cid=b1a21b7286
NVIDIA’s Implicit Warping Is a Potentially Powerful Deepfake Technique - https://metaphysic.ai/nvidias-implicit-warping-is-a-potentially-powerful-deepfake-technique/
DALL·E 2 is unable to reliably infer meanings that are consistent with the syntax of the prompts. - https://arxiv.org/ftp/arxiv/papers/2210/2210.12889.pdf
Съём пароля с клавиатуры ПК через 0–60 секунд по тепловому следу - https://habr.com/ru/company/globalsign/blog/696224/
Streaming Audio Synthesis -https://andrew.gibiansky.com/streaming-audio-synthesis/
PQMF: Sub-band Coding for Neural Vocoders (Part 2) - https://andrew.gibiansky.com/pqmf-sub-band-coding-for-neural-vocoders-part-2/
Using AI to compress audio files for quick and easy sharing - https://ai.facebook.com/blog/ai-powered-audio-compression-technique/
High Fidelity Neural Audio Compression - https://arxiv.org/abs/2210.13438
- https://ai.honu.io/papers/encodec/samples.html
Meta’s AI-powered audio codec promises 10x compression over MP3 - https://arstechnica.com/information-technology/2022/11/metas-ai-powered-audio-codec-promises-10x-compression-over-mp3/
Генеративные нейросети и этика: появилась модель, копирующая стиль конкретного художника - https://habr.com/ru/company/cloud4y/blog/698098/
Multi-layered Mapping of Brain Tissue via Segmentation Guided Contrastive Learning - https://ai.googleblog.com/2022/11/multi-layered-mapping-of-brain-tissue.html
Infinite Nature: Generating 3D Flythroughs from Still Photos - https://ai.googleblog.com/2022/11/infinite-nature-generating-3d.html
The Data Cards Playbook: A Toolkit for Transparency in Dataset Documentation (this does not sound hypocritical at all) - https://ai.googleblog.com/2022/11/the-data-cards-playbook-toolkit-for.html
Mixture-of-Experts with Expert Choice Routing - https://ai.googleblog.com/2022/11/mixture-of-experts-with-expert-choice.html
Characterizing Emergent Phenomena in Large Language Models - https://ai.googleblog.com/2022/11/characterizing-emergent-phenomena-in.html
Data Enrichment Sourcing Guidelines (remember Portal?) - https://partnershiponai.org/wp-content/uploads/2022/11/data-enrichment-guidelines.pdf
Conversation Summaries in Google Chat - https://ai.googleblog.com/2022/11/conversation-summaries-in-google-chat.htm
Kandinsky 2.0 — первая мультиязычная диффузия для генерации изображений по тексту - https://habr.com/ru/company/sberbank/blog/701162/
Хакинг метрик качества видео или как с приходом ИИ все становится намного сложнее - https://habr.com/ru/post/700726/
Stable Diffusion 2.0 Release - https://stability.ai/blog/stable-diffusion-v2-release
Talking to Robots in Real Time - https://ai.googleblog.com/2022/12/talking-to-robots-in-real-time.html
Better Language Models Without Massive Compute - https://ai.googleblog.com/2022/11/better-language-models-without-massive.html
ChatGPT: Optimizing Language Models for Dialogue - https://openai.com/blog/chatgpt/
Production-Ready Face Re-Aging for Visual Effects - https://studios.disneyresearch.com/2022/11/30/production-ready-face-re-aging-for-visual-effects/
Will You Find These Shortcuts? - https://ai.googleblog.com/2022/12/will-you-find-these-shortcuts.html
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# Blogs
Ways to think about a metaverse - https://www.ben-evans.com/benedictevans/2022/10/31/ways-to-think-about-a-metaverse
Time is an illusion, Unix time doubly so... - https://www.netmeister.org/blog/epoch.html
Зачем менять надёжный пароль? Брутфорс и энтропия - https://habr.com/ru/company/globalsign/blog/697708/
Layoffs.fyi Tracker - https://layoffs.fyi/
Reality strikes back - https://www.strangeloopcanon.com/p/reality-strikes-back
Escaping Hell’s Flywheel: Building Non-inflationary Distribution Channels - https://a16z.com/2022/11/10/escaping-hells-flywheel-building-non-inflationary-distribution-channels/
The biggest company in the world - https://a16z.com/2022/11/11/the-biggest-company-in-the-world/
Machines of Loving Understanding - https://petewarden.com/2022/11/11/machines-of-loving-understanding/
A n00b’s guide to Mastodon - https://jeremylittau.medium.com/a-n00bs-guide-to-mastodon-806d1b367f2d
A better way to search, navigate, and understand code on GitHub - https://github.blog/2022-11-15-a-better-way-to-search-navigate-and-understand-code-on-github/
META Lesson 3: Tell me a story! - https://aswathdamodaran.blogspot.com/2022/11/meta-lesson-3-tell-me-story.html
Who controls the internet? - https://www.netmeister.org/blog/nsauth-diversity.html
Record Labels Ask TikTok to Share More of Its $12 Billion - https://www.bloomberg.com/news/articles/2022-11-08/record-labels-ask-tiktok-to-share-more-of-its-12-billion
A story of two crashes - https://www.strangeloopcanon.com/p/a-story-of-two-crashes
6 deprecated Linux commands and the tools you should be using instead - https://www.redhat.com/sysadmin/deprecated-linux-command-replacements
The night of 1000 alerts (but only on the Linux boxes) - https://rachelbythebay.com/w/2022/11/23/alerts/
Build Your Career on Dirty Work - https://staysaasy.com/career/2022/09/11/Dirty-Work.html
Исследование формата бинарных файлов на Python - https://habr.com/ru/company/bashnipineft/blog/699976/
Short stories from outage reports - https://rachelbythebay.com/w/2022/12/03/flipper/
Building A Virtual Machine inside ChatGPT - https://www.engraved.blog/building-a-virtual-machine-inside/
A reader asks how to avoid working for evil - https://rachelbythebay.com/w/2022/12/04/downfall/
Generative AI: the Anything from Anything Machine - https://www.strangeloopcanon.com/p/generative-ai-or-the-anything-from
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# Hardware
HAS NVIDIA WON THE MARKET FOR AI TRAINING? - https://digitstodollars.com/2022/11/08/has-nvidia-won-the-market-for-ai-training/
WHAT IS A TECHNOLOGY COMPANY? - https://digitstodollars.com/2022/11/10/what-is-a-technology-company/
Slingboxes, streaming video way before it was cool, go dark tomorrow (this existed) - https://arstechnica.com/gadgets/2022/11/slingboxes-streaming-video-way-before-it-was-cool-go-dark-tomorrow/
DECOUPLING IS HARD TO DO - https://digitstodollars.com/2022/11/16/decoupling-is-hard-to-do/
Arm’s Nuclear Option – Qualcomm Must Cancel Next-Generation Products If Arm Succeeds - https://www.semianalysis.com/p/arms-nuclear-option-qualcomm-must
CARROT, STICK AND WAIVER - https://digitstodollars.com/2022/11/17/carrot-stick-and-waiver/
ASML & The Semiconductor Market In 2025 & 2030 - https://www.semianalysis.com/p/asml-and-the-semiconductor-market
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# Code
Shrinking your Python application’s Docker image: an overview - https://pythonspeed.com/articles/smaller-docker-images/
Good old-fashioned code optimization never goes out of style - https://pythonspeed.com/articles/old-fashioned-software-optimized/
Небанальные правила чистого Python. Часть 1 - https://habr.com/ru/post/693668/
Measuring the memory usage of a Pandas DataFrame - https://pythonspeed.com/articles/pandas-dataframe-series-memory-usage/
Good old Unix commands need more love ❤ - https://diogodanielsoaresferreira.github.io/good-old-linux-commands-need-more-love/
Should we use custom exceptions in Python? - https://towardsdatascience.com/should-we-use-custom-exceptions-in-python-b4b4bca474ac
Who controls parallelism? A disagreement that leads to slower code - https://pythonspeed.com/articles/concurrency-control/
The best Docker base image for your Python application (Sep 2022) - https://pythonspeed.com/articles/base-image-python-docker-images/
NumPy views: saving memory, leaking memory, and subtle bugs - https://pythonspeed.com/articles/numpy-memory-views/
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# Datasets
As part of the BigCode project, we are releasing and maintaining The Stack, a 3.1 TB dataset of permissively licensed source code in 30 programming languages. - https://www.bigcode-project.org/docs/about/the-stack/
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Originally posted on - https://t.me/snakers4
