Practitioner Overviews: 387 curated resources
Curated material on practitioner overviews within foundations.
387 resources · page 12 of 13
Yann LeCun (@ylecun)
Creator not supplied; see original source.
AMI Labs site associated with Yann LeCun, currently a launch placeholder with an email signup.
Yao Fu (@Francis_YAO_)
Creator not supplied; see original source.
Yao Fu's Notion site with papers and technical notes on LLM reasoning and long context.
sglang
Creator not supplied; see original source.
SGLang GitHub repo, co-led by Ying Sheng: serving framework for large language and vision models.
@yoavgo (Yoav Goldberg)
Creator not supplied; see original source.
X account of Yoav Goldberg, Bar-Ilan professor and author of a neural NLP primer: posts on NLP and LLMs.
Yoshua Bengio (@Yoshua_Bengio)
Creator not supplied; see original source.
Yoshua Bengio's site: Université de Montréal professor and LawZero scientific director, with writing on AI safety.
Matsuo-Iwasawa Lab (University of Tokyo)
Creator not supplied; see original source.
Matsuo-Iwasawa Laboratory (University of Tokyo) Japanese site, led by Yutaka Matsuo, Japan government AI strategy adviser.
Zenn
Creator not supplied; see original source.
Zenn: Japanese platform where engineers publish technical articles and books, including many on LLMs and AI tooling.
Zhihong Shao (DeepSeek)
Creator not supplied; see original source.
DeepSeekMath paper (2024), first-authored by Zhihong Shao, which introduced the GRPO algorithm.
知乎 Zhihu (AI columns)
Creator not supplied; see original source.
Zhihu: Chinese question-and-answer and article platform where Chinese AI engineers publish technical analyses.
Zhu Jun 朱军
Creator not supplied; see original source.
Zhu Jun's Tsinghua homepage: ML professor and co-founder of Shengshu, developer of the Vidu video model.
Zindi (community)
Creator not supplied; see original source.
Zindi Africa: data-science competition platform with AI challenges and a community of African practitioners.
Zvi Mowshowitz (@TheZvi)
Creator not supplied; see original source.
Zvi Mowshowitz's Don't Worry About the Vase: weekly roundups and analysis of AI developments and safety.
Alex Ziskind (@digitalix)
Creator not supplied; see original source.
Alex Ziskind's YouTube channel: benchmarks of local LLMs on Macs and other consumer hardware.
CampusX (Nitish Singh)
Creator not supplied; see original source.
CampusX YouTube channel (Nitish Singh): Hindi-language machine learning and deep learning curriculum.
Grant Sanderson / 3Blue1Brown (@3blue1brown)
Creator not supplied; see original source.
3Blue1Brown YouTube channel (Grant Sanderson): visual math explanations, including neural network and transformer chapters.
Hung-yi Lee 李宏毅
Creator not supplied; see original source.
Hung-yi Lee's YouTube channel: Mandarin lectures on machine learning and generative AI from National Taiwan University.
Josh Starmer / StatQuest (@joshuastarmer)
Creator not supplied; see original source.
StatQuest YouTube channel (Josh Starmer): illustrated explanations of statistics, ML and transformers.
Krish Naik
Creator not supplied; see original source.
Krish Naik's YouTube channel: tutorials on machine learning, deep learning and generative AI for Indian learners.
Rob Miles (@robertskmiles)
Creator not supplied; see original source.
Rob Miles' YouTube channel: explainers on AI alignment problems.
TeddyNote 테디노트
Creator not supplied; see original source.
TeddyNote YouTube channel: Korean-language tutorials on applied LLMs, RAG and LangChain.
ChinaTalk (Jordan Schneider, Irene Zhang)
Creator not supplied; see original source.
ChinaTalk newsletter and podcast on China, technology and US policy, including interviews with Chinese AI lab staff.
HousingWire: AI fair housing remarks checklist
Creator not supplied; see original source.
HousingWire checklist for reviewing AI-written property listing remarks for fair-housing and accuracy issues.
ChinAI Newsletter (Jeffrey Ding)
Creator not supplied; see original source.
Jeffrey Ding's ChinAI newsletter: weekly English translations of Chinese writing on China's AI landscape.
NN/g: Artificial Intelligence topic hub
Creator not supplied; see original source.
Nielsen Norman Group AI topic hub: UX research articles, videos and courses on designing with and for AI.
npaka
Creator not supplied; see original source.
npaka's note.com blog: Japanese-language how-to articles on LLM APIs, frameworks and new AI tools.
Sarah Guo (@saranormous)
Creator not supplied; see original source.
No Priors podcast YouTube channel (Sarah Guo and Elad Gil): interviews with AI founders and researchers.
Sean Grove (@sgrove)
Creator not supplied; see original source.
AI Engineer YouTube channel: conference talks, such as Sean Grove's The New Code on specs as the primary artifact.
Recode China AI
Creator not supplied; see original source.
Tony Peng's Recode China AI: weekly English newsletter on Chinese AI labs, models and trends.
Vizuara (Raj Dandekar)
Creator not supplied; see original source.
Vizuara YouTube channel (Raj Dandekar): lecture series on building an LLM from scratch.
Wang Shusen 王树森
Creator not supplied; see original source.
Wang Shusen's YouTube channel: Chinese lectures on RL, transformers and recommender systems.
Applied LLMs: What We've Learned From A Year of Building with LLMs
by Yan, Bischof, Frye, Husain, Liu, Shankar
Cross-functional lessons from building language-model applications.
Lil'Log
Research learning notes that connect methods to their literature.