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◆ AI Learning · Hard rule

How should a developer decide which topics to include in an AI's learning curriculum?

If a topic appears in any of the five main learning areas, it must be part of the curriculum. If a topic is taught early in one learning area, it should be introduced early in the curriculum.

By Pawan Nayar · from the LLOS AI Learning record

The rule

If a topic appears in any of the five main learning areas, it must be part of the curriculum.

If a topic is taught early in one learning area, it should be introduced early in the curriculum.

A developer must include a topic if it is taught in any of the five main learning areas. This ensures the AI model learns all necessary information. If a topic is taught early in one learning area, the developer should introduce it early to the AI model. This helps the AI model build foundational knowledge.

A developer is building an AI model to help students learn science. The developer finds that 'photosynthesis' is taught in biology and environmental science. The developer includes 'photosynthesis' in the AI's curriculum. Because 'photosynthesis' is taught early in biology, the developer makes sure the AI model learns it early.

Words you'll need

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

Curriculum Learning

Teaching AI hard things last, easy things first

Knowledge Representation

How AI stores and uses information it knows

Transfer Learning

Using knowledge from one task for another

Multi-Task Learning

Training on many things at once to get better at all

Questions people ask

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

How should a developer write Markdown files for a project that uses AI?

A developer writes Markdown files for a human. The files should explain ideas clearly.

How can an AI model connect basic English skills to advanced science exams?

The AI model first focused on basic English and school subjects. Developers then added special tags for advanced exams.

How should an AI model respond when a user gives a wrong answer?

A wrong answer is not a dead end for the user. It is a chance for the AI model to teach.

Should an AI model's internal structure be hidden or shown to the user?

The structure of an AI model should be visible to the user. This means showing how the system works.

What to remember

If a topic appears in any of the five main learning areas, it must be part of the curriculum. If a topic is taught early in one learning area, it should be introduced early in the curriculum.