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Go deeper.
Short videos are a starting point. These courses and resources are where real understanding builds. All of them are free, and none require a technical background to get started.
3BLUE1BROWN
Neural Networks
The clearest visual explanation of how neural networks actually work. 3Blue1Brown breaks down the mathematics and intuition behind deep learning without assuming any prior knowledge.
EA CAMBRIDGE
AGI Safety Fundamentals
A guided reading group covering the fundamentals of AGI safety. Work through curated readings with a small group and experienced facilitator.
AI SAFETY BOOK
Introduction to AI Safety, Ethics, and Society
A comprehensive, freely available introduction to AI safety, ethics, and the societal stakes of advanced AI. Written for a general audience with no technical background required.
BLUEDOT IMPACT
AGI Strategy Course
A rigorous introduction to the strategic landscape of AGI development — covering alignment fundamentals, current research directions, and how to think clearly about the path to transformative AI.
BLUEDOT IMPACT
Frontier AI Governance Course
Explore how frontier AI should be governed at the national and international level. Covers regulatory frameworks, policy proposals, and the institutions shaping AI's future — no technical background needed.
CIVAI
AI Has Opinions, and They're Not the Same as Yours.
A beginner-friendly way to test how AI systems encode values and assumptions — and discover where they differ from your own. No technical knowledge needed.