AI Foundations
Understand what AI is, how systems learn, where they fail, and how to judge claims without hype.
Free AI library
121 plain-English guides, structured learning paths, and an open library — built by an independent 501(c)(3) nonprofit so anyone can understand modern AI.
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Each course includes explicit outcomes, mapped competencies, practice activities, and an applied capstone.
Understand what AI is, how systems learn, where they fail, and how to judge claims without hype.
Use AI productively while protecting privacy, checking outputs, and preserving human accountability.
Evaluate workplace use cases, run safe pilots, measure value, and communicate changes responsibly.
Analyze AI systems through rights, equity, governance, safety, and public-interest outcomes.
Understand language models, retrieval, agents, evaluation, cost, and deployment safeguards through practical system design.
Topic tracks
Jump into the area you care about. Every track has multiple plain-English guides.
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Magic AI builds frontier code-generation models distinguished by extremely long context windows, letting a model read an entire codebase at once.
CompaniesRecursion Pharmaceuticals runs one of the world's largest automated biology labs, generating petabytes of cellular images to let machine learning models map…
CompaniesIsomorphic Labs is the Alphabet/DeepMind spinout turning the AlphaFold breakthrough into an AI-first drug design engine.
CompaniesInsitro fuses large-scale human genetic and cellular data with machine learning to find better drug targets and the patients most likely to respond.
CompaniesWhat is a liquid foundation model? Learn how Liquid AI's non-Transformer LFMs work, use less memory, and differ from standard AI architectures.
CompaniesReka AI is a research company building natively multimodal models that understand text, images, video, and audio together.
CompaniesSakana AI is a Tokyo-based lab that applies nature-inspired methods to AI, most notably using evolutionary algorithms to merge existing open models into new…
CompaniesAugment Code is an AI coding platform built specifically for large, real-world codebases, not toy demos.
CompaniesSierra is a company founded by Bret Taylor and Clay Bavor that builds branded AI agents to handle customer service for businesses.
CompaniesDecagon builds AI support agents that companies use to automate customer service conversations at scale.
CompaniesMistral AI is a Paris-based lab whose Mistral Large is a flagship general-purpose model and Codestral is a specialized code-generation model.
CompaniesVercel, the company behind Next.js, built v0 (an AI that generates UI from text prompts) and the AI SDK (a TypeScript toolkit for adding AI features to apps).
Check what you learned with topic quizzes, then explore our structured courses and current certification requirements. Core guides remain free to read.