Scene 8 - Tool Training Lab: Transformer-based Deep Learning (attention at the centre)

by Carmen Smith

Scenario: The Pronoun Trap Mission

Operator Briefing:
You’ve intercepted two short witness statements from a “Scene Report”. Both contain the word “it” and your job is to work out what “it” refers to.

Here’s the twist: you’re not alone on this mission.

  1. You’ll do it first using your own reasoning.
  2. Then you’ll ask an AI chatbot to interpret the same sentences.
  3. Finally, you’ll compare your answers like a real analyst: because in the real world, tiny context clues change meaning, and AI can make confident guesses that don’t match yours.

Your mission: learn why context matters, and how “attention” helps (but doesn’t guarantee correctness).

Step 1: Answer these questions yourself.

Read the sentence:
“The dog chased the cat because it was fast.”

Now read this:
“The dog chased the cat because it was scared.”

Step 2 - Ask a chatbot to answer the question.

Open your preferred chatbot, for example:

ChatGPT

Gemini

Claude

(Or, use another platform if you prefer).

Copy this text into your chatbot:

Read the sentence:
“The dog chased the cat because it was fast.”

Now, copy this text into your chatbot:

Now read this:
“The dog chased the cat because it was scared.”

Step 3 - Mission Debrief.

Match check: Did the AI agree with you for both sentences?

Evidence check:

Context lesson: What does this show about context?

Comments are closed.

{"email":"Email address invalid","url":"Website address invalid","required":"Required field missing"}
Scroll to Top