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Home / Artificial Intelligence / What AI Can Actually Do

What AI Can Actually Do

Start with the kinds of AI that exist, see how a system learns from examples, watch it make a decision step by step, then find out where it stops being useful. By the end you can tell a real AI capability apart from a marketing claim.

45 min to complete
Beginner level
4 Parts

CodePLU Goal

Upgrading Human Mental Models

Learn how to think in Workflows

Narrow, General and Super — told apart by how far each one's skill reaches
Beginner 10 min Part 1

What Are the Types of AI? Narrow, General, and Super AI

Learn how artificial intelligence is categorized based on its capabilities, from highly specialized tools to theoretical super-intelligence.

Build the five-step journey from examples to answers
Beginner 10 min Part 2

How Does AI Learn? From Raw Data to Smart Predictions

See how AI really learns — collect, clean, train, test, use — explained simply with an interactive workflow you build yourself.

Build the observe → decide → act → improve cycle
Beginner 15 min Part 3

What Is an AI Agent Loop? How AI Makes Decisions

Learn how an AI agent observes, decides, acts, and improves — then build the decision loop yourself in an interactive playground.

Sort real abilities into AI strengths and AI blind spots
Beginner 10 min Part 4

What Can AI Do — and What Can It Not Do?

AI's real strengths and blind spots explained simply — with an interactive playground where you sort abilities into what AI can and cannot do.

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