Educational publications

Learn AI with Kelly

Professional educational publications that make AI understandable through visual mental models, practical examples, and real-world business context.

Deep Dives

AI, Actually.

Canonical, long-form educational publications. Each Deep Dive builds the mental models, history, and business context behind one foundational question.

Educational PublicationDeep DiveEdition 001

What Actually Is AI?

Before we can talk about models, agents, or predictions, we need to answer the question everyone assumes has already been answered.

Reading time
15–20 min read
Last updated
July 19, 2026
Primary topics
FoundationsMental ModelsAI Landscape
Read the Deep Dive →
Educational PublicationDeep DiveEdition 002

How Did AI Actually Begin?

A short, honest history of how the idea of artificial intelligence emerged — and why it looked nothing like today's chatbots.

Coming next

Educational PublicationDeep DiveEdition 003

What Is a Computer, Actually?

Stripping the computer back to its first principles so the rest of the blueprint has real foundations.

Planned

Educational PublicationDeep DiveEdition 004

How Does AI Actually Work?

Once we know what AI is and what a computer is, we can finally start explaining what's happening under the hood.

Planned

The Brief

The Brief

Understand the essentials in under 5 minutes. Each Brief answers one important question exceptionally well, then links back to the Deep Dive for readers who want the complete picture.

Coming to life

The Intelligence Map

Every publication adds a node. Every concept links to what depends on it. Over time this becomes a living map of AI — from first principles to modern systems.

The Big Idea

Understanding compounds. Each answered question makes the next question easier — and better.

  1. What Actually Is AI?001 · published
  2. How Did AI Actually Begin?002 · coming next
  3. What Is a Computer, Actually?003 · planned
  4. How Does AI Actually Work?004 · planned

connecting the dots — the map grows with each new publication.

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