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# Foundations for advanced learners

[Beginner](/foundations/beginner/index.md) [Intermediate](/foundations/intermediate/index.md) [Advanced](/foundations/advanced/index.md) [Expert](/foundations/expert/index.md)

588 resources · page 13 of 19

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### [rom1504 GitHub profile (Romain Beaumont)](/foundations/practitioner-overviews/romain-beaumont-rom1504/index.md)

Creator not supplied; see original source.

Romain Beaumont's GitHub profile: tools such as img2dataset and clip-retrieval used to build LAION datasets.

Not applicable (entity) · unknown · unknown resource · en 

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### [@romainhuet (Romain Huet)](/foundations/practitioner-overviews/romainhuet-romain-huet/index.md)

Creator not supplied; see original source.

X account of Romain Huet, OpenAI head of developer experience: posts on Codex and the API.

Not applicable (entity) · unknown · unknown resource · und 

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### [Ryan Greenblatt (@RyanPGreenblatt)](/foundations/practitioner-overviews/ryan-greenblatt-ryanpgreenblatt/index.md)

Creator not supplied; see original source.

Ryan Greenblatt's LessWrong profile with posts on AI control and alignment.

Not applicable (entity) · unknown · unknown resource · en 

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### [Saining Xie (@sainingxie)](/foundations/practitioner-overviews/saining-xie-sainingxie/index.md)

Creator not supplied; see original source.

Saining Xie's site: AMI Labs co-founder and NYU faculty, vision and multimodal researcher behind Cambrian.

Not applicable (entity) · unknown · unknown resource · en 

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### [Sam Bowman (@sleepinyourhat)](/foundations/practitioner-overviews/sam-bowman-sleepinyourhat/index.md)

Creator not supplied; see original source.

Sam Bowman's site: NLP and alignment researcher at Anthropic, on leave from NYU, with papers.

Not applicable (entity) · unknown · unknown resource · en 

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### [@sarahcat21 (Sarah Catanzaro)](/foundations/practitioner-overviews/sarahcat21-sarah-catanzaro/index.md)

Creator not supplied; see original source.

X account of Sarah Catanzaro, Amplify Partners: posts on data and AI infrastructure investing.

Not applicable (entity) · unknown · unknown resource · und 

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### [Sayash Kapoor (@sayashk)](/foundations/practitioner-overviews/sayash-kapoor-sayashk/index.md)

Creator not supplied; see original source.

Sayash Kapoor's site: research on AI evaluation, evidence-based AI policy and AI-based science.

Not applicable (entity) · unknown · unknown resource · en 

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### [@sayashk (Sayash Kapoor)](/foundations/practitioner-overviews/sayashk-sayash-kapoor/index.md)

Creator not supplied; see original source.

X account of Sayash Kapoor, co-author of AI Snake Oil: posts on AI agents, evals and policy.

Not applicable (entity) · unknown · unknown resource · und 

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### [SciML Book (MIT 18.337)](/foundations/llm-fundamentals/sciml-book-mit-18-337/index.md)

Creator not supplied; see original source.

SciML Book: lecture notes from MIT 18.337 on parallel computing and scientific machine learning.

Not applicable (entity) · unknown · unknown resource · en 

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### [SDAIA (ALLaM)](/foundations/practitioner-overviews/sdaia-allam/index.md)

Creator not supplied; see original source.

SDAIA site: Saudi Data and AI Authority, the government body behind the ALLaM Arabic language model.

Not applicable (entity) · unknown · unknown resource · ar|en 

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### [@seb_ruder (Sebastian Ruder)](/foundations/practitioner-overviews/seb-ruder-sebastian-ruder/index.md)

Creator not supplied; see original source.

X account of Sebastian Ruder, Meta research scientist: posts on multilingual NLP and evaluation.

Not applicable (entity) · unknown · unknown resource · und 

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### [Sebastian Raschka](/foundations/courses-and-learning-paths/sebastian-raschka/index.md)

Creator not supplied; see original source.

Sebastian Raschka's blog archive: posts on LLMs, AI research and PyTorch.

Not applicable (entity) · unknown · unknown resource · en 

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### [Sebastian Raschka (@rasbt)](/foundations/practitioner-overviews/sebastian-raschka-rasbt/index.md)

Creator not supplied; see original source.

Sebastian Raschka's homepage: LLM research engineer with articles, books such as Build a LLM From Scratch, and talks.

Not applicable (entity) · unknown · unknown resource · en 

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### [Sebastian Ruder (@seb_ruder)](/foundations/practitioner-overviews/sebastian-ruder-seb-ruder/index.md)

Creator not supplied; see original source.

Sebastian Ruder's blog: surveys and posts on NLP, multilingual learning and transfer learning.

Not applicable (entity) · unknown · unknown resource · en 

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### [SemiAnalysis](/foundations/practitioner-overviews/semianalysis/index.md)

Creator not supplied; see original source.

SemiAnalysis: research on the AI and semiconductor supply chain, with models and advisory.

Not applicable (entity) · unknown · unknown resource · en 

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### [xLSTM](/foundations/practitioner-overviews/sepp-hochreiter-xlstm/index.md)

Creator not supplied; see original source.

NX-AI xLSTM GitHub repo: official implementation of xLSTM from Sepp Hochreiter's team.

Not applicable (entity) · unknown · unknown resource · de|en 

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### [AI in 2025: Building Blocks Firmly in Place (Sequoia Capital)](/foundations/courses-and-learning-paths/sequoia-ai-essays/index.md)

Creator not supplied; see original source.

Sequoia Capital essay on the state of AI in 2025, covering foundation models, applications and market structure.

Not applicable (entity) · unknown · unknown resource · en 

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### [Градиент обреченный (@doomgrad)](/foundations/practitioner-overviews/sergei-averkiev/index.md)

Creator not supplied; see original source.

Градиент обреченный Telegram channel by Sergei Averkiev: Russian-language posts on NLP and ML.

Not applicable (entity) · unknown · unknown resource · ru 

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### [Метаверсище и ИИще (@cgevent)](/foundations/practitioner-overviews/sergey-tsyptsyn/index.md)

Creator not supplied; see original source.

Метаверсище и ИИще Telegram channel by Sergey Tsyptsyn: Russian-language commentary on image and video generation tools.

Not applicable (entity) · unknown · unknown resource · ru 

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### [@sh_reya (Shreya Shankar)](/foundations/practitioner-overviews/sh-reya-shreya-shankar/index.md)

Creator not supplied; see original source.

X account of Shreya Shankar, creator of DocETL: posts on LLM pipelines, data systems and evals.

Not applicable (entity) · unknown · unknown resource · und 

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### [@shadcn (shadcn)](/foundations/practitioner-overviews/shadcn-shadcn/index.md)

Creator not supplied; see original source.

X account of shadcn, Vercel, creator of shadcn/ui: posts on UI components and v0.

Not applicable (entity) · unknown · unknown resource · und 

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### [Shakir Mohamed](/foundations/practitioner-overviews/shakir-mohamed/index.md)

Creator not supplied; see original source.

Shakir Mohamed's site: researcher in generative AI and sociotechnical foresight, co-founder of Deep Learning Indaba.

Not applicable (entity) · unknown · unknown resource · en 

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### [Shanghai AI Lab](/foundations/courses-and-learning-paths/shanghai-ai-lab/index.md)

Creator not supplied; see original source.

Shanghai AI Laboratory official site in Chinese: research on large models, embodied AI, safety and AI for science.

Not applicable (entity) · unknown · unknown resource · en 

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### [Shawn Wang (@swyx)](/foundations/practitioner-overviews/shawn-wang-swyx-swyx/index.md)

Creator not supplied; see original source.

swyx's site: essays on AI engineering and developer tools; co-host of Latent Space.

Not applicable (entity) · unknown · unknown resource · en 

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### [Shreya Shankar (@sh_reya)](/foundations/practitioner-overviews/shreya-shankar-sh-reya/index.md)

Creator not supplied; see original source.

Shreya Shankar's site: researcher on data systems and LLM evaluation pipelines.

Not applicable (entity) · unknown · unknown resource · en 

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### [@ShunyuYao12 (Shunyu Yao)](/foundations/practitioner-overviews/shunyu-yao-shunyuyao12/index.md)

Creator not supplied; see original source.

X account of Shunyu Yao, author of ReAct and Tree of Thoughts: posts on language agents.

Not applicable (entity) · unknown · unknown resource · en|zh 

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### [vLLM Blog](/foundations/practitioner-overviews/simon-mo-simon-mo/index.md)

Creator not supplied; see original source.

vLLM project blog: release announcements, model guides and technical articles.

Not applicable (entity) · unknown · unknown resource · en 

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### [Simon Willison's Weblog](/foundations/practitioner-overviews/simon-willison-s-weblog/index.md)

Creator not supplied; see original source.

Simon Willison's Weblog: daily notes and tagged posts on LLMs, prompt injection, tools and AI-assisted programming.

Not applicable (entity) · unknown · unknown resource · en 

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### [@simonw (Simon Willison)](/foundations/practitioner-overviews/simonw-simon-willison/index.md)

Creator not supplied; see original source.

X account of Simon Willison, creator of Datasette and the llm CLI: posts on LLM tools and prompt injection.

Not applicable (entity) · unknown · unknown resource · und 

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### [Sixth Tone: with AI, China's new hit dramas are virtually writing themselves](/foundations/courses-and-learning-paths/sixth-tone-with-ai-china-s-new-hit-dramas-are-virtually-writing-themselves/index.md)

Creator not supplied; see original source.

Sixth Tone report on Chinese micro-dramas increasingly written and produced with AI.

Not applicable (entity) · unknown · unknown resource · en 

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### [SK Telecom](/foundations/practitioner-overviews/sk-telecom-a-x-models/index.md)

Creator not supplied; see original source.

SK Telecom corporate site; the Korean telecom develops the A.X language models in Korea's national foundation-model programme.

Not applicable (entity) · unknown · unknown resource · ko 

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### [Skoltech](/foundations/courses-and-learning-paths/skoltech/index.md)

Creator not supplied; see original source.

Skoltech: Russian technology university with AI and data science research.

Not applicable (entity) · unknown · unknown resource · en 

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