Knowledge
Blog posts, articles, videos, and essays that provide a dense chunk of information.
- History of Philosophy
- List of Deeptech Companies
- List of Things Startups Did That Didn’t Scale
- Starter Guide to SF for Founders
- The Transformer Model, Explained
- Will We Ever Get Fusion Power?
- A history of Nvidia’s Multiprocessors
- The 1517 Anti-Pitch Playbook
- Fifty Years Progress Map
- What You Should Know about Venture Capital - Google Slides
- How does Computer Memory Work? - YouTube
- The Investors’ Guide to the DOE
- The Founder’s Guide to the DOE
- Founder’s Handbook Notion Page
- This Is the Calculus They Won’t Teach You - YouTube
- GPU Glossary
- Living Carbon: Photosynthesis-Enhanced Trees
- Understanding Categorical Cross-Entropy Loss, Binary Cross-Entropy Loss, Softmax Loss, Logistic Loss, Focal Loss and all those confusing names
- Deep-dive on the transition to clean energy
- The Math Academy Way
- Levers for Biological Progress - Progress Forum
- Kludgeocracy in America | National Affairs
- Augmenting Long-term Memory
- How to Build the Future of AI in the United States | IFP
- Moon – Bartosz Ciechanowski
- Inadequate Equilibria: Where and How Civilizations Get Stuck
- Quantum computing for the determined – Michael Nielsen
- Effective action: Systems-engineering to systems-politics
- Terence Tao on how we measure the cosmos | Part 1 - YouTube
- The Illustrated AlphaFold | matmols
- ML for protein structure prediction: AlphaFold2 architecture - YouTube
- The things you’ll find in higher dimensions - YouTube
- Neuralink Show and Tell, Fall 2022 - YouTube
- The Fancy Algorithms That Make Your Computer Feel Smoother - YouTube
- CSIS Wargaming a Chinese Invasion of Taiwan - YouTube
Evergreen
Blog posts, articles, videos, and essays that I refer/think about often.
- Advice for the ambitious: Part 1, Part 2, Part 3
- College advice for people who are exactly like me | benkuhn.net
- Searching for outliers | benkuhn.net
- Dr. R. W. Hamming’s Advice on Great Work and Paul Graham’s commentary
- Rebuild the Arsenal and Palmer Luckey, American Vulcan
- From Silicon to Slime | Are.na Editorial
- A new breed of biotech | Alex’s blog
- MOCs for learning AI/ML: 4-stage roadmap, ML Resources MOC, LLMs Visually Explained, Intro to Transformers
- MOCS for learning other engineering: Pure Math Roadmap, EE Roadmap
- Supplements | near.blog
- Algorithms for Modern Hardware - Algorithmica
- Double your productivity without more work or stress
- My colleague Julius
- School Is Not Enough
- The 2025 AI Engineering Reading List - Latent Space
- The Gentle Romance - by Richard Ngo - Asimov Press
- The Hidden Math of Churn
- Nonfiction Writing Advice
- Relationships @visakanv’s blog
- visakanv’s howto - Google Docs
- I Put a Toaster in the Dishwasher
- How to succeed in science: a concise guide for young biomedical scientists
Newsletters
Consistent, high-quality, information-dense news. Quality denoted with *
- Construction Physics | Brian Potter | Substack ***
- The Chip Letter | Babbage | Substack **
- Wes Kao’s Newsletter | Substack **
- Not Boring | Packy McCormick | Substack **
- Materially Better | Tsung Xu | Substack *
- Asimov Press ***
- Freethink *
- LessWrong ***
- Coldtakes **
- Wait But Why **
- Our World in Data *
- Newsletter | Sequoia Capital *
- Works in Progress ***
- Abundance Institute *
- Range Widely | David Epstein ***
- Palladium Magazine **
- Asterisk Magazine **
- CSIS | Center for Strategic and International Studies **
- The Garden of Forking Paths | Brian Klaas | Substack ***
Courses
Leadership
- “Are You Destined to Deal?” With Goldman Sachs MD Jim Donovan - YouTube
- Leadership Lab: Writing Training - YouTube
- Personality 101 - YouTube
Mathematics and Physics
- Matter and Energy - YouTube
- Stanford’s Introduction to Probability - YouTube
- MIT OCW Probability + MIT OCW Problem Sets
- Matrix Methods + MIT 18.065 Videos
- Napkin Mathematics
- StatQuest with Josh Starmer - YouTube
- Gilbert Strang lectures on Linear Algebra (MIT) - YouTube
- Information Theory, Pattern Recognition, and Neural Networks - YouTube
- 6.041 Probabilistic Systems Analysis and Applied Probability - YouTube
- Resources | Poker Theory and Analytics | Sloan School of Management | MIT OpenCourseWare
- The Complete Mathematics of Neural Networks and Deep Learning - YouTube
- CIS5150
Programming
- Intuitive Mathematics of Machine Learning (Paid textbook for $70)
- Stanford CS229: Machine Learning
- Alpha for Learning GPUs
- Introduction to Probability for Computing
- Understanding Deep Learning
- CS 189/289A: Introduction to Machine Learning
Misc