LogoMap the AI
  • Daily lessons
  • AI news
  • Tracks
  • Topics
  • Your path
  • Roadmap

Map the AI · Daily learning

One small lesson. One step forward.

Learn how AI handles text and generates answers through a short experiment and a question. Open the linked tutorial to explore further.

Loading your progress…

Your learning preferences

Preferences support future recommendations. This foundation practice currently keeps a fixed sequence.

A learning track for your goal

AI Literacy

Understand what AI is, how it works, and where it fails — without writing a line of code.

Explore the full track and prerequisitesPlan for my level

The full track uses the existing knowledge graph. Short-lesson mastery currently covers the foundation units below.

Foundation lesson progress

Loading progress…

A correct answer is a start. Regular reviews help you remember. Take a break whenever you like.

Entry

ML Foundations

Foundations

Prompting

Make room for the answer

Budget space for instructions, input and output within a context limit.

What to learn first

These basics help you understand this lesson. One correct answer is a start; explore the full tutorial or try this lesson now.

What Is a Token in AI?Recommended first
Prompt BasicsHelpful background

Many model APIs share a context budget across input and generated output, with additional output limits. Check the provider’s rules. This eight-slot experiment is an analogy, not a model API.

In
In
In
In
Out
Out
Out
Out

Output space remaining: 4 slots

With a shared budget of 8 slots and 6 input slots, how much room remains for output?
Open the related tutorial

Loading progress…

LogoMap the AI

AI moves fast. Don't lose the map.

The map
  • Tracks
  • Topics
  • Your path
  • Roadmap
Company
  • About
  • Contact
Legal
  • Cookie Policy
  • Privacy Policy
  • Terms of Service
© 2026 Map the AI. Operated by NeatSeed LLC. All Rights Reserved.