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The AI Dictionary book cover

John Michael Harrison

The AI Dictionary

A Plain-English Guide to Every New AI Term, Tool, and Concept You Need to Know

Ebook · 190 pages

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  • Understand the core building blocks of AI
  • See how AI learns and gets accurate
  • Follow the business, safety, and frontier terms

About the book

"Agentic AI." "Context engineering." "Organoid intelligence." Everyone's saying these words. Almost nobody explains what they actually mean.

The AI Dictionary 2026 is a plain-English guide to the real vocabulary reshaping business, software, and daily life right now. No academic jargon, no marketing gloss - just clear, direct explanations of what each term actually means, why it matters, and where you'll actually encounter it.

Inside, you'll finally understand the core building blocks (foundation models, LLMs, tokens, embeddings), how AI actually learns and improves (fine-tuning, RLHF, scaling laws), how it gets made genuinely accurate (RAG, vector databases, context engineering), the rise of agentic AI and AI-native coding reshaping software development, AI beyond text (voice cloning, deepfakes, synthetic media), the business and safety side (AaaS, the EU AI Act, red teaming, alignment), and the genuine frontier - reasoning models, humanoid robots, and even organoid intelligence.

Every term is real. Every concept is grounded in actual technology, actual research, and actual ongoing debate - not invented buzzwords dressed up to sound impressive. Stop nodding along in meetings. Start actually understanding what people are talking about.

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