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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 14 of 19

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### [Skylight (Ai2)](/foundations/courses-and-learning-paths/skylight-ai2/index.md)

Creator not supplied; see original source.

Skylight: Ai2's free maritime monitoring platform that uses satellite data and ML to detect vessels.

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

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### [slime](/foundations/llm-fundamentals/slime/index.md)

Creator not supplied; see original source.

THUDM slime GitHub repo: Megatron and SGLang based framework for RL post-training at scale, used for GLM.

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

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### [Solver-in-the-Loop](/foundations/llm-fundamentals/solver-in-the-loop/index.md)

Creator not supplied; see original source.

TUM Solver-in-the-Loop GitHub repo: learning from differentiable physics to correct iterative PDE solvers.

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

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### [Soumith Chintala (@soumithchintala)](/foundations/practitioner-overviews/soumith-chintala-soumithchintala/index.md)

Creator not supplied; see original source.

Soumith Chintala's site: PyTorch co-creator, with writing and talks.

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

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### [@soumithchintala (Soumith Chintala)](/foundations/practitioner-overviews/soumithchintala-soumith-chintala/index.md)

Creator not supplied; see original source.

X account of Soumith Chintala, PyTorch co-founder: posts on open-source AI and research.

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

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### [@SpaceXSI (SpaceX Super Intelligence)](/foundations/practitioner-overviews/spacexsi-spacex-super-intelligence/index.md)

Creator not supplied; see original source.

X account of SpaceX Super Intelligence, linked from x.ai news: announcements on Grok models and products.

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

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### [SpeakLeash (Bielik)](/foundations/practitioner-overviews/speakleash-bielik/index.md)

Creator not supplied; see original source.

SpeakLeash site: Polish open-science community that builds datasets and the Bielik Polish language models.

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

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### [@srush_nlp (Sasha Rush)](/foundations/practitioner-overviews/srush-nlp-alexander-sasha-rush/index.md)

Creator not supplied; see original source.

X account of Sasha Rush, researcher and programmer: posts on NLP research and ML code.

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

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### [Stanford CS224N](/foundations/courses-and-learning-paths/stanford-cs224n/index.md)

Creator not supplied; see original source.

Stanford CS224N: Natural Language Processing with Deep Learning course site with lectures and assignments.

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

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### [Stanford CS231n](/foundations/courses-and-learning-paths/stanford-cs231n/index.md)

Creator not supplied; see original source.

Stanford CS231n course site: Deep Learning for Computer Vision lectures, notes and assignments.

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

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### [Stas Bekman (@StasBekman)](/foundations/practitioner-overviews/stas-bekman-stasbekman/index.md)

Creator not supplied; see original source.

Stas Bekman's Machine Learning Engineering Open Book GitHub repo: methods for training and serving at scale.

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

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### [@steipete (Peter Steinberger 🦞)](/foundations/practitioner-overviews/steipete-peter-steinberger/index.md)

Creator not supplied; see original source.

X account of Peter Steinberger, OpenClaw creator: posts on agentic coding workflows.

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

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### [Stella Biderman (@BlancheMinerva)](/foundations/practitioner-overviews/stella-biderman-blancheminerva/index.md)

Creator not supplied; see original source.

EleutherAI site: nonprofit open-science lab co-led by Stella Biderman, behind Pythia and lm-evaluation-harness.

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

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### [@Steve_Yegge (Steve Yegge)](/foundations/practitioner-overviews/steve-yegge-steve-yegge/index.md)

Creator not supplied; see original source.

X account of Steve Yegge, author of Gas Town and Beads: posts on agentic coding.

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

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### [@rao2z (Subbarao Kambhampati)](/foundations/practitioner-overviews/subbarao-kambhampati-rao2z/index.md)

Creator not supplied; see original source.

X account of Subbarao Kambhampati, ASU: posts on LLM planning and reasoning limits.

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

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

Creator not supplied; see original source.

X account of Subquadratic: updates on its subquadratic-attention language model research.

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

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### [@hunkims (Sung Kim)](/foundations/practitioner-overviews/sung-kim-hunkims/index.md)

Creator not supplied; see original source.

X account of Sung Kim, Upstage CEO and author of a Korean deep learning course.

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

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### [Swallow LLM (Naoaki Okazaki, Rio Yokota)](/foundations/practitioner-overviews/swallow-llm-naoaki-okazaki-rio-yokota/index.md)

Creator not supplied; see original source.

Swallow LLM site from Institute of Science Tokyo: Japanese-adapted open models based on Llama, Qwen and Gemma.

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

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### [@SWEbench (SWE-bench)](/foundations/practitioner-overviews/swebench-swe-bench/index.md)

Creator not supplied; see original source.

X account of SWE-bench: benchmark updates and results for software engineering agents.

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

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

Creator not supplied; see original source.

X account of swyx (Shawn Wang), Latent Space and AI Engineer conference: posts on AI engineering.

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

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### [机器之心 Synced](/foundations/practitioner-overviews/synced/index.md)

Creator not supplied; see original source.

Synced (Jiqizhixin): Chinese AI news outlet with paper explainers and lab interviews.

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

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### [TabPFN (Prior Labs, Freiburg)](/foundations/llm-fundamentals/tabpfn-prior-labs-freiburg/index.md)

Creator not supplied; see original source.

Prior Labs TabPFN GitHub repo: foundation model for tabular classification and regression.

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

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### [@iwiwi (Takuya Akiba)](/foundations/practitioner-overviews/takuya-akiba-iwiwi/index.md)

Creator not supplied; see original source.

X account of Takuya Akiba, creator of Optuna and lead of Sakana's evolutionary model merge work.

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

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### [Техножрица (@tech_priestess)](/foundations/practitioner-overviews/tech-priestess/index.md)

Creator not supplied; see original source.

Техножрица Telegram channel by an NLP researcher: Russian-language posts on maths, deep learning and NLP papers.

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

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### [TechCabal](/foundations/practitioner-overviews/techcabal/index.md)

Creator not supplied; see original source.

TechCabal: pan-African technology publication covering startups, AI and policy.

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

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### [@teortaxesTex (Teortaxes)](/foundations/practitioner-overviews/teortaxes-teortaxestex/index.md)

Creator not supplied; see original source.

X account of Teortaxes: technical commentary on DeepSeek and other Chinese AI labs.

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

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### [@trq212 (Thariq Shihipar)](/foundations/practitioner-overviews/thariq-shihipar-trq212/index.md)

Creator not supplied; see original source.

X account of Thariq Shihipar, Claude Code team: posts on the Agent SDK and skills patterns.

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

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### [The Decoder (Matthias Bastian)](/foundations/practitioner-overviews/the-decoder-matthias-bastian/index.md)

Creator not supplied; see original source.

The Decoder: German AI news site, with an English edition, covering AI research, business and products.

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

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### [The Decoder: Netflix used generative AI for a VFX scene in El Eternauta](/foundations/courses-and-learning-paths/the-decoder-netflix-used-generative-ai-for-a-vfx-scene-in-el-eternauta/index.md)

Creator not supplied; see original source.

The Decoder report on Netflix using generative AI for a final VFX scene in El Eternauta.

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

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### [@TheRealAdamG (Adam.GPT)](/foundations/practitioner-overviews/therealadamg-adam-gpt/index.md)

Creator not supplied; see original source.

X account of Adam.GPT at OpenAI: posts on ChatGPT and OpenAI product updates.

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

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### [@theworldlabs (World Labs)](/foundations/practitioner-overviews/theworldlabs-world-labs/index.md)

Creator not supplied; see original source.

X account of World Labs: research and product updates on spatial intelligence and 3D world models.

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

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### [@thinkymachines (Thinking Machines)](/foundations/practitioner-overviews/thinkymachines-thinking-machines/index.md)

Creator not supplied; see original source.

X account of Thinking Machines Lab: research posts and product announcements such as Tinker.

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

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