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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Physical Intelligence (often styled with the pi symbol) is a San Francisco startup building general-purpose AI for robots, and pi-zero is its flagship…
CompaniesGPT-4.5 and GPT-5 are OpenAI's flagship large language models that power ChatGPT and its API.
CompaniesClaude is Anthropic's family of AI assistants, offered in named tiers like Opus, Sonnet, and Haiku that trade off intelligence, speed, and cost.
CompaniesDeepSeek is a Chinese AI lab whose open-weight models V3 and R1 stunned the industry by matching top reasoning performance at a fraction of the training cost.
CompaniesFigure AI is a Silicon Valley startup building general-purpose humanoid robots designed to do physical labor in warehouses, factories, and eventually homes.
CompaniesLearn Covariant RFM-1 and robotic foundation models: how Covariant trains warehouse robots with vision, language, and action data to generalize to new…
CompaniesThe Boston Dynamics AI Institute (now the RAI Institute) is a research lab founded by robotics pioneer Marc Raibert to crack the hardest problems…
CompaniesStarCoder is an open large language model for code, built by ServiceNow Research and Hugging Face through the BigCode project.
CompaniesBigScience was a year-long open research collaboration of over 1,000 researchers that produced BLOOM, one of the first truly multilingual, openly released…
CompaniesLAION is a German nonprofit that released massive open image-text datasets, most famously LAION-5B, which fueled the training of open generative models like…
CompaniesContextual AI builds end-to-end retrieval-augmented generation (RAG) systems for enterprises, founded by the researchers who coined the term RAG.
CompaniesImbue is an AI lab building agents that can reason, code, and act robustly enough to be trusted with real tasks.
Check what you learned with topic quizzes, then explore our structured courses and current certification requirements. Core guides remain free to read.