01
AI Foundations
Understand what AI is, how systems learn, where they fail, and how to judge claims without hype.
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1019 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
Ansvarig AI-användare
Use AI productively while protecting privacy, checking outputs, and preserving human accountability.
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AI på jobbet
Evaluate workplace use cases, run safe pilots, measure value, and communicate changes responsibly.
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AI Policy & Samhälle
Analyze AI systems through rights, equity, governance, safety, and public-interest outcomes.
05
Bygga med AI-system
Understand language models, retrieval, agents, evaluation, cost, and deployment safeguards through practical system design.
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GrundernaCore concepts: how AI works at a high level.84 guider Språk AILLMs, NLP, ChatGPT, prompting, and text understanding.155 guider Visuell AIImage generation, computer vision, video, and design.133 guider Audio AIVoice, music, podcasting, and audio-first AI.117 guider CompaniesProfiles of OpenAI, Anthropic, Google, Meta, and more.121 guider AnsökningarHow AI shows up in coding, search, agents, and daily life.111 guider IndustriesAI in healthcare, finance, education, energy, and more.91 guider TechnicalChips, fine-tuning, RAG, vectors, and AI infrastructure.177 guider SocietyBias, privacy, copyright, safety, and the AI future.30 guider
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Grunderna
Grunderna för AI-utvärdering
AI evaluation tests whether a system meets a defined purpose under stated conditions.
GrundernaHuman-AI Collaboration
Human-AI collaboration divides work between people and AI systems while keeping responsibility and control clear.
GrundernaAI-beslutsfattande
AI can supply predictions, organize evidence, or recommend actions, but choosing an action also requires goals, constraints, and responsibility.
GrundernaAI-fellägen
An AI failure mode is a repeatable way a system can produce an unacceptable result.
Språk AILLM-utvärderingar
LLM evaluation measures a language model or application against defined tasks and failure conditions.
Språk AIModell Context Protocol
Model Context Protocol, or MCP, defines a common interface through which an AI host can connect to servers offering tools, resources, and prompts.
Språk AIVerktygsanrop
Tool calling lets a model request an operation through a defined interface.
Språk AISammanfattning av AI
AI summarization creates a shorter representation of source material.
Språk AIHämtningskvalitet
Retrieval quality measures whether a search system returns useful evidence for a query and places it where a reader or downstream model can use it.
Språk AIStrukturerade utgångar
Structured outputs organize model responses into a defined shape, such as a JSON object validated against a schema.
Språk AIFlerspråkiga LLM
A multilingual language model works with more than one language using shared learned representations.
Visuell AIVisuellt resonemang
Visual reasoning involves answering questions about relationships, quantities, spatial arrangements, or other information in visual material.
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