01
AI Foundations
Understand what AI is, how systems learn, where they fail, and how to judge claims without hype.
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111 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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Five outcome-based courses
Each course includes explicit outcomes, mapped competencies, practice activities, and an applied capstone.
02
Responsible AI User
Use AI productively while protecting privacy, checking outputs, and preserving human accountability.
03
AI at Work
Evaluate workplace use cases, run safe pilots, measure value, and communicate changes responsibly.
04
AI Policy & Society
Analyze AI systems through rights, equity, governance, safety, and public-interest outcomes.
05
Building with AI Systems
Understand language models, retrieval, agents, evaluation, cost, and deployment safeguards through practical system design.
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FundamentalsCore concepts: how AI works at a high level.84 guides Language AILLMs, NLP, ChatGPT, prompting, and text understanding.155 guides Visual AIImage generation, computer vision, video, and design.133 guides Audio AIVoice, music, podcasting, and audio-first AI.117 guides CompaniesProfiles of OpenAI, Anthropic, Google, Meta, and more.121 guides ApplicationsHow AI shows up in coding, search, agents, and daily life.111 guides IndustriesAI in healthcare, finance, education, energy, and more.91 guides TechnicalChips, fine-tuning, RAG, vectors, and AI infrastructure.177 guides SocietyBias, privacy, copyright, safety, and the AI future.30 guides
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Applications
AI in Video Game NPC Behavior
Game AI controls non-player characters (NPCs) so they navigate, fight, and react believably.
ApplicationsAI in Procedural Content Generation for Games
Procedural content generation (PCG) uses algorithms to create game worlds, levels, items, and quests automatically.
ApplicationsAI in Telescope and Astronomical Image Analysis
AI sifts through the flood of images and signals from modern telescopes to find, classify, and measure objects no human team could review by hand.
ApplicationsAI in Particle Physics Event Reconstruction
AI reconstructs what particles did inside detectors like those at the Large Hadron Collider, turning raw sensor hits into tracks, energies, and particle…
ApplicationsAI in Materials Discovery
AI predicts which new materials might exist, be stable, and have useful properties, dramatically shrinking the search through a near-infinite space…
ApplicationsAI in Wildfire Spread Prediction
AI models forecast how a wildfire will grow, where it will move, and how fast, by fusing weather, terrain, vegetation, and live fire data.
ApplicationsAI in Pest and Invasive Species Detection
AI identifies harmful insects, weeds, diseases, and invasive animals from images, sounds, and sensor data so they can be caught early.
ApplicationsAI in Counterfeit Product Detection
AI spots fake goods, from luxury handbags to medicines and electronics, by analyzing images, packaging, listings, and microscopic material patterns.
ApplicationsAI in Coral Reef Monitoring
AI analyzes underwater imagery, video, and sensor data to track coral health, bleaching, and biodiversity at a scale no human dive team could match.
ApplicationsAI in Bird Sound Identification
AI listens to audio recordings and identifies which bird species are calling, turning microphones into automated naturalists.
ApplicationsAI in Whale and Marine Mammal Acoustics
AI scans vast amounts of underwater audio to detect, classify, and track whales and other marine mammals by their calls.
ApplicationsAI in Music Mastering and Mixing
AI mastering and mixing tools analyze a track's frequency balance, loudness, and dynamics, then automatically apply EQ, compression, and limiting to make it…
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