AI Snake Oil
Book and essays about identifying inflated claims and evaluating AI systems critically.
Arvind Narayanan and Sayash Kapoor
Read reference →A grassroots reference library · Founded in Monterey Bay
Clear explanations, independent perspectives, useful tools, and real-world experiments. A place for curious beginners and thoughtful skeptics alike.
Free to explore · Built for ordinary peopleStart wherever you are. Learn the basics, explore different perspectives, and investigate what actually helps.
What AI is, how it works, and where it can go wrong.
Explore topic →02 · ApplicationsDiscover how AI is used in work, education, science, and everyday life.
Explore topic →03 · PowerExplore ownership, economic incentives, inequality, and alternatives.
Explore topic →04 · ConsequencesEnergy, water, jobs, privacy, misinformation, and practical responses.
Explore topic →05 · Practical toolsAccessible software, tutorials, and privacy-conscious choices.
Explore topic →06 · ActionIdentify real problems, test solutions, measure results, and share findings.
Explore topic →Book and essays about identifying inflated claims and evaluating AI systems critically.
Arvind Narayanan and Sayash Kapoor
Read reference →Free introductory course about AI concepts, intended for learners without a programming background.
University of Helsinki
Read reference →Visual introduction to the basics of language models.
3Blue1Brown
Read reference →Identify → Research → Test → Measure → Share. We document results, limitations, costs, and errors. Sometimes the best solution does not use AI.