Teaching Demonstration

Understanding Custom GPTs

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Asking the right questions is as important as answering them.

General ChatGPT

Helpful, flexible, but responses vary unless the job is carefully shaped.

Customization Layer

Clear Purpose

Step 1

Clear Purpose

Define one teaching job the assistant should perform reliably.

Purpose-Built AI Assistant
Teaching GPT
  • Consistent
  • Reusable
  • Domain specific
  • Context aware
  • Task focused
  • Customisable
One Job + Clear Inputs + Fixed Output + Strong Rules = Reliable Workflow