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Today I Learned

Some papers/blogs worth reading

2025-12-13 #

https://ehsanmkermani.com/2023/12/08/modal-labs-deep-dive/ https://erikbern.com/2022/12/07/what-ive-been-working-on-modal https://netflixtechblog.medium.com/mount-mayhem-at-netflix-scaling-containers-on-modern-cpus-f3b09b68beac https://arxiv.org/pdf/2507.04786 https://habr.com/ru/companies/yandex/articles/860562/

2025-11-25 #

https://joomy.korkutblech.com/posts/2025-11-23-why-i-refuse.html

2025-11-21 #

https://www.mlsysbook.ai/contents/core/introduction/introduction.html https://arxiv.org/pdf/2310.01377 https://blog.ezyang.com/2019/05/pytorch-internals/

2025-11-15 #

https://apaz.dev/blog/A_Treatise_On_ML_Data_Infrastructure.html https://www.jmeiners.com/think-in-math/ https://fasterthanli.me/articles/i-want-off-mr-golangs-wild-ride

https://pqnelson.github.io/2020/03/27/automated-theorem-provers.html

2025-11-12 #

https://arxiv.org/pdf/2001.00888 http://qwone.com/~jason/python/numeric/numeric-manual.pdf https://gonzoml.substack.com/p/jax-things-to-watch-for-in-2025 https://docs.ragas.io/en/stable https://tomasz.janczuk.org/2023/11/letsgo.html https://brianmcfee.net/dstbook-site/content/intro.html https://obviouslywrong.substack.com/p/the-bitter-lesson-is-misunderstood https://gwern.net/scaling-hypothesis

Rust Shenanigans #

https://fasterthanli.me/articles/pin-and-suffering https://fasterthanli.me/articles/engineering-a-rust-optimization-quiz https://fasterthanli.me/articles/impromptu-disaster-recovery https://fasterthanli.me/articles/aiming-for-correctness-with-types

Media for Thinking the Unthinkable #

https://michaelnielsen.org/reinventing_explanation/index.html https://worrydream.com/ https://worrydream.com/MediaForThinkingTheUnthinkable/ https://vimeo.com/906418692 https://dynamicland.org/2024/The_communal_science_lab.pdf https://dynamicland.org/2024/Computational_Public_Space/ https://habr.com/ru/articles/452520/ https://www.youtube.com/watch?v=33y9FMIvcWY DST Book

Optimization #

https://arxiv.org/abs/1910.05446 https://arxiv.org/abs/1811.03600 https://proceedings.mlr.press/v139/schmidt21a https://arxiv.org/abs/2306.07179 https://arxiv.org/abs/2206.13424

Serverless #

https://docs.aws.amazon.com/wellarchitected/latest/serverless-applications-lens/general-design-principles.html https://docs.aws.amazon.com/wellarchitected/latest/serverless-applications-lens/general-design-principles.html https://tomasz.janczuk.org/2018/03/how-to-build-your-own-serverless-platform.html

2025-11-7 #

Optimization #

https://github.com/google-research/tuning_playbook

Numpy/Pandas/Python internals #

https://wesmckinney.com/blog/apache-arrow-pandas-internals/ https://jakevdp.github.io/blog/2014/05/09/why-python-is-slow/ https://jakevdp.github.io/blog/2017/03/22/group-by-from-scratch/ https://jakevdp.github.io/blog/2013/06/15/numba-vs-cython-take-2/ https://wesmckinney.com/blog/arrow-streaming-columnar/ https://medium.com/data-science/preventing-the-death-of-the-dataframe-8bca1c0f83c8 https://arxiv.org/abs/2001.00888 https://web.mit.edu/dvp/Public/numpybook.pdf

https://github.com/mathisonian/awesome-visualization-research https://github.com/srush/Tensor-Puzzles-Penzai/tree/main https://medium.com/riselab/so-you-want-to-build-an-open-source-tool-library-as-a-grad-student-94596efc31d1 https://www.slideshare.net/slideshow/fear-and-loathing-with-apl-oredev/68698829 https://semiengineering.com/knowledge_centers/low-power/low-power-design/power-consumption/

2025-10-27 #

https://yingru.notion.site/When-Speed-Kills-Stability-Demystifying-RL-Collapse-from-the-Training-Inference-Mismatch-271211a558b7808d8b12d403fd15edda https://pytorch.org/blog/introducing-pytorch-monarch/ https://pytorch.org/blog/introducing-torchforge/ http://joschu.net/blog/kl-approx.html http://joschu.net/blog/sending-samples.html http://joschu.net/blog/opinionated-guide-ml-research.html

2025-10-20 #

Caching #

2025-10-19 #

2025-10-15 #

2025-10-13 #

2025-10-12 #

2025-10-11 #

Lora serving #

Uncategorized #

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