Digest 2023-01

@snakers41

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# ML

Ускорение инференса модели BERT с помощью ONNX и ONNX Runtime на примере решения задачи классификации текста - https://habr.com/ru/company/rostelecom/blog/704844/

New and Improved Embedding Model - https://openai.com/blog/new-and-improved-embedding-model/

Point-E: A System for Generating 3D Point Clouds from Complex Prompts - https://github.com/openai/point-e

ChatGPT and the Imagenet moment - https://www.ben-evans.com/benedictevans/2022/12/14/ChatGPT-imagenet

When Machines Change Art - https://aaronhertzmann.com/2022/12/17/when-tech-changes-art.html

Well, we fine-tuned the model to generate images of spectrograms, - https://www.riffusion.com/about

Goodbye, Data Science - https://ryxcommar.com/2022/11/27/goodbye-data-science/

A Roomba recorded a woman on the toilet. How did screenshots end up on Facebook? - https://www.technologyreview.com/2022/12/19/1065306/roomba-irobot-robot-vacuums-artificial-intelligence-training-data-privacy/

Last Week in AI #200: A Review of AI in 2022 - https://lastweekin.ai/p/200

Распознавание товаров на полках - https://habr.com/ru/company/recognitor/blog/707210

ResGrad: Residual Denoising Diffusion Probabilistic Models for Text to Speech - https://resgrad1.github.io/

Художники против нейросетей: справедливый протест или неолуддизм? - https://habr.com/ru/company/ruvds/blog/711834

The Impact and Future of ChatGPT - https://lastweekin.ai/p/chatgpt-impact

Which Optimizer should I use for my ML Project? - https://www.lightly.ai/post/which-optimizer-should-i-use-for-my-machine-learning-project

Deciphering Clinical Abbreviations with Privacy Protecting ML - https://ai.googleblog.com/2023/01/deciphering-clinical-abbreviations-with.html

Forecasting Potential Misuses of Language Models for Disinformation Campaigns—and How to Reduce Risk - https://openai.com/blog/forecasting-misuse/

Do Large Language Models learn world models or just surface statistics? - https://thegradient.pub/othello/

Paper Review: StyleGAN-T Unlocking the Power of GANs for Fast Large-Scale Text-to-Image Synthesis - https://andlukyane.com//blog/paper-review-stylegan-t

MusicLM: Generating Music From Text - https://google-research.github.io/seanet/musiclm/examples/

# Blogs

The FTC versus tech M&A - https://www.ben-evans.com/benedictevans/2022/8/1/within-and-tech-mampa

Python Magic Methods You Haven't Heard About - https://martinheinz.dev/blog/87

Do App Store Rules Matter? - https://www.ben-evans.com/benedictevans/2021/7/8/app-store

Status Quo Bias: Knee-Jerk Responses to New Technology - https://aaronhertzmann.com/2022/12/16/knee-jerk-responses.html

КриптоПро в Linux контейнере для использования КЭП от ФНС - https://habr.com/ru/post/706474/

Товарищ майор в клетке или как я изолировал Яндекс Браузер (для использования СБОЛа) - https://habr.com/ru/company/serverspace/blog/706248/

Science, Dogma And Mysteries - https://blog.piekniewski.info/2023/01/02/science-dogma-and-mysteries/

Why I still have an old-school cert on my https site - https://rachelbythebay.com/w/2023/01/03/ssl/

# Hardware

Nude Pictures on early Retro PCs — Was it Possible? - https://blog.devgenius.io/nude-pictures-on-early-retro-pcs-was-it-possible-3434b5c0447e

CES – BIG AND AUTONOMOUS - https://digitstodollars.com/2023/01/12/ces-big-and-autonomous/

TSMC Says They Will Sidestep The Recession – 2023 Outlook, Q4 2022 Earnings - https://www.semianalysis.com/p/tsmc-says-they-will-sidestep-the

Separating Reality from Hype - Quantum Computing Explained - https://www.semianalysis.com/p/separating-reality-from-hype-quantum

# Code

Cython, Rust, and more: choosing a language for Python extensions - https://pythonspeed.com/articles/rust-cython-python-extensions/

Top Python libraries of 2022 - https://tryolabs.com/blog/2022/12/26/top-python-libraries-2022

Субъективные итоги года в мире Python - https://habr.com/ru/post/708204/

Lazy Evaluation Using Recursive Python Generators - https://martinheinz.dev/blog/88

Why Polars uses less memory than Pandas - https://pythonspeed.com/articles/polars-memory-pandas/

Some reasons to avoid Cython - https://pythonspeed.com/articles/cython-limitations/

Docker Compose: What’s New, What’s Changing, What’s Next - https://www.docker.com/blog/new-docker-compose-v2-and-v1-deprecation/