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◆ AI Learning · Hard rule

How can a lesson be structured to meet different levels of user needs?

Every part of a lesson must connect to a user's needs. This includes the introduction, the explanation of importance, and the summary. These parts should address both obvious and hidden user needs.

By Pawan Nayar · from the LLOS AI Learning record

The rule

Every part of a lesson must connect to a user's needs.

This includes the introduction, the explanation of importance, and the summary. These parts should address both obvious and hidden user needs.

A lesson's introduction should show why the topic is important. This part should address a user's clear and immediate needs. The explanation of why the concept matters should also connect to deeper needs. The summary or transition to the next topic should link to a user's hidden needs. These hidden needs often run through the entire lesson.

A teacher creates a lesson about fractions. The introduction explains how fractions are used in cooking (surface need). The 'why it matters' section discusses how understanding fractions helps with problem-solving skills (deep need). The summary connects fractions to understanding data in the news (latent need).

Words you'll need

Resolved from this lesson's own record — real definitions, not invented for this page.

Knowledge Representation

How AI stores and uses information it knows

Curriculum Learning

Teaching AI hard things last, easy things first

Reinforcement Learning From Human Feedback

Training AI by having humans rate its answers

Natural Language Understanding

AI systems extracting meaning from human language

Questions people ask

More from the same record, pulled by shared topic — not written new for this page.

What is the difference between tags and keywords for an AI model's questions?

Tags help a system decide which group of users should get a question. They act like filters.

How can content keep a user engaged and moving forward?

A content section should never feel like a dead end. The user needs to know what to do next.

How do different levels of detail work together in a lesson?

A 'surface' layer gives basic information. A 'class' layer adds more context to the 'surface' information.

How can a developer write headlines that make users want to read the content?

A headline should name a user's biggest worry. It should then promise a way to solve that worry.

What to remember

Every part of a lesson must connect to a user's needs. This includes the introduction, the explanation of importance, and the summary. These parts should address both obvious and hidden user needs.