Office workflows

AI capabilities and limitations

Explore how prediction, context windows and instructions shape Claude’s responses, including its knowledge limits.

Available

Take a closer look.

See the full outline, latest price and registration details.

View course
Format
Self-paced
Time
3.5-hour course estimate
Tools
Claude
Language
English

What you’ll learn

  • Model prediction and knowledge limits
  • Context-window and instruction-following limits
  • Diagnosing failures and choosing targeted fixes

What does the learning look like?

  • Thirteen lessons pair explanations with hands-on exercises and a final quiz.
  • It is a companion to AI Fluency, designed to be taken in either order.
Example to try

Get from reading to a useful brief

  1. 01Start with

    A question and a few documents

  2. 02Make a first pass

    An answer with supporting evidence

  3. 03Make it yours

    Open the references and check the claims

Use a fictional example to practise the workflow.

Cost, access and setup

Course cost

  • The course is free.
  • Software for the exercises may need a paid plan. Check the account requirements before you start.

What you’ll need

  • No technical background or prior AI experience is requested
  • AI Fluency is optional rather than required.

How you’ll learn

  • 3.5-hour course estimate
  • Public self-paced written lessons
  • Sign-in can save progress.

Certificate

  • A course badge/learning achievement is listed

Keep exploring