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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Wayve is a UK company building self-driving systems with a single learned neural network that maps camera pixels directly to driving controls — no hand-coded…
CompaniesWaymo, born from Google's 2009 self-driving project, runs the most mature fully driverless robotaxi service in the US.
CompaniesCruise was GM's robotaxi unit that ran driverless rides in San Francisco before a 2023 crash and regulatory fallout led GM to halt the robotaxi program.
CompaniesPoolside is a well-funded AI startup building foundation models specialized purely for software development.
CompaniesCodeium began as a free AI code-completion tool and evolved into Windsurf, an AI-native code editor with an autonomous agent.
CompaniesTabnine is one of the earliest AI code-completion tools, now positioned as the privacy-first, enterprise-focused assistant.
CompaniesQwen (Tongyi Qianwen) is Alibaba's family of large language models, and it has become one of the world's most downloaded open-weight AI model families.
CompaniesTesla AI powers Autopilot and Full Self-Driving (FSD), the company's driver-assistance systems that use cameras and neural networks to perceive the road…
CompaniesSalesforce Einstein is the AI layer built into Salesforce's customer relationship management (CRM) platform, adding predictions, recommendations…
CompaniesHume AI is a research lab and startup building 'emotionally intelligent' voice AI that reads the tone, rhythm, and prosody of human speech, not just…
CompaniesSora is OpenAI's text-to-video model that generates realistic, minute-long video clips from written prompts.
CompaniesGoogle Gemini is Google DeepMind's family of natively multimodal AI models that can reason across text, images, audio, video, and code.
Check what you learned with topic quizzes, then explore our structured courses and current certification requirements. Core guides remain free to read.