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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.

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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

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

Entry

ML Foundations

Foundations

Prompting

Temperature changes choices

Observe how temperature reshapes a fixed next-token probability distribution.

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.

How Does an LLM Actually Write?Recommended first

Temperature rescales logits before softmax. Lower temperature concentrates this example on the highest-scoring candidate. It does not guarantee truth or correctness.

Candidate 166.5%
Candidate 224.5%
Candidate 39.0%
Does lowering temperature guarantee a factual answer?
Open the related tutorial

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