12  Lesson 10: Final English AI Decision Toolkit

Duration: 2 hours

TipYour Path

You are in: Lesson 10

Before this: Lesson 9

After this: Final portfolio submission

Save this:

  • English AI Decision Toolkit/Lesson 10 - My AI Decision Assistant Prompt.md
  • English AI Decision Toolkit/Lesson 10 - Final Project - My English AI Workflow.md

12.1 Start Here

Open your folder. Look at what you already have:

  • safe English prompts
  • a decision matrix
  • source-grounded answers
  • a visual description and attribution note
  • a speaking script and consent check
  • a presentation draft
  • a growing vocabulary log

You have practiced asking, checking, comparing, deciding, and explaining in English.

12.2 Why This Matters

Tools are most useful when you can find them again later. After this course, your toolkit can help you choose a study plan, prepare for an interview, compare options, explain a public notice, or talk to a teacher in English.

You will not have to start from zero. You will already know how to ask, how to check, and how to decide safely.

12.3 Today You Will

By the end of this lesson, you will:

  1. Build your Personal AI Safety Checklist.
  2. Create a reusable AI Decision Assistant prompt.
  3. Complete your final workflow file.
  4. Present your workflow or submit a written reflection.
  5. Submit your English AI Decision Toolkit.

Theme: Students combine AI skills and English skills into a reusable workflow.

AI Focus: Personal AI workflow, safety checklist, reusable decision assistant prompt, and final human decision.

ESL Focus: Presentation, reflection, process explanation, and future-use language.

Content Objective: Students will build and present a personal English AI Decision Toolkit.

Language Objective: Students will explain their AI workflow in simple English:

First, I...
Next, I...
Then, I...
After that, I...
Finally, I...
I will use this when...
I need to be careful because...

12.4 Core Idea

A workflow is a process you can use again and again. Your personal English AI workflow helps you ask, check, compare, decide, and explain in English, safely.

Your final toolkit is the place where all of this lives: prompts, decisions, sources, scripts, vocabulary, and safety rules. It shows your English growth and your safe AI habits.

flowchart TD
  A[Ask] --> C[Check]
  C --> M[Compare]
  M --> D[Decide]
  D --> E[Explain]
  E --> S[Save]
Figure 12.1: The final English AI Decision Toolkit workflow.

12.5 Key Vocabulary

Word Simple Meaning Example Sentence
workflow A repeatable process My workflow helps me check AI answers.
template A reusable format I saved a prompt template.
guardrail A safety rule My guardrail is: do not share private data.
portfolio A collection of work My portfolio has lesson files.
reflection Thinking about learning My reflection explains what improved.
final decision The choice I make AI helps, but I make the final decision.
submit Turn in work I submit my toolkit.

12.6 Sentence Frames

My project is about __________.
First, I __________.
Next, I checked __________.
Then, I changed __________.
Finally, I decided __________.
I will use this workflow when __________.
I need to be careful because __________.
AI can help me compare, but I make the final decision.

12.7 Lesson Agenda

Time Activity Purpose
15 min Warm-up: final portfolio check Confirm required files and missing items.
20 min Mini-lesson: personal AI safety checklist Build reusable guardrails.
25 min Guided practice: AI decision assistant prompt Create a reusable final prompt.
30 min Final project work time Complete final workflow file.
20 min Presentation or written reflection Share the workflow in English.
10 min Final submission and exit ticket Submit or save the toolkit.

12.8 Guided Practice

12.8.1 Personal AI Safety Checklist

Copy and adapt:

# Personal AI Safety Checklist

Before I use AI, I ask:

1. Is this task safe for AI?
2. Am I sharing private information?
3. Did I check privacy/data settings or know what setting words to look for?
4. Did I opt out of training, data sharing, or personalization where the tool allows it?
5. Do I understand that opting out is helpful but not enough?
6. Do I need a source?
7. Could this affect health, legal status, immigration, taxes, money, safety, school, or work?
8. What would happen if the AI is wrong?
9. How will I verify the answer?
10. What final decision is still mine?
11. Can I explain my answer in English?

12.8.2 My AI Decision Assistant Prompt

# Lesson 10 - My AI Decision Assistant Prompt

You are helping me think through a decision.
Do not make the decision for me.
Use simple English.
Ask questions if important information is missing.
Separate facts from assumptions.
Give me a decision matrix.
Tell me what I should verify before acting.

Decision:
[Write my decision]

Options:
1.
2.
3.

What matters most to me:
1.
2.
3.

Limits:
- Do not invent facts.
- Do not use private information.
- Tell me when professional advice is needed.
- Remind me that opting out does not make private sharing safe.

Output format:
1. Summary of my decision
2. Decision matrix
3. Pros and cons
4. Missing information
5. Risks
6. Next best step
7. Three useful English phrases for explaining my decision

Missing information I need to check:
1.
2.
3.

Final human decision reminder:
AI can help me compare. I make the final decision.

12.9 Independent Practice

Use your Lesson 9 presentation draft and create the final project file.

# Lesson 10 - Final Project - My English AI Workflow

My task:
[write task]

Why this task matters:
[write 2-3 sentences]

Prompt I used:
[paste prompt]

AI helped me by:
[write 2-3 sentences]

I checked the answer by:
[write method]

Source or evidence I used:
[write source title/link or "not needed for this safe practice task"]

Important vocabulary:
1.
2.
3.
4.
5.

My final decision or next step:
[write decision]

Privacy and data safety:
- I checked settings for: __________.
- I opted out of: __________ / I could not find this setting.
- I did not share: __________.
- I know opting out is helpful but not enough.

What I will do carefully:
[privacy/safety/source-checking rule]

Reflection:
I can use AI in English to __________.
I still need to practice __________.

12.10 Pair Speaking or Presentation Task

Give a 1-2 minute presentation, pair share, small-group share, or written reflection.

Presentation frame:

Hello, my name is __________.
My project is about __________.
First, I used AI to __________.
Next, I checked __________.
Then, I changed __________.
I learned the words __________, __________, and __________.
I will use this workflow when __________.
I need to be careful because __________.
Thank you.

12.11 Reflection

One AI skill I learned is __________.
One English skill I practiced is __________.
One safety rule I will remember is __________.
One way I will use this after class is __________.

12.12 Exit Ticket

Submit or save:

  1. Completed English AI Decision Toolkit.
  2. Lesson 10 - My AI Decision Assistant Prompt.md.
  3. Lesson 10 - Final Project - My English AI Workflow.md.
  4. Personal AI Safety Checklist.md.
  5. Presentation or written reflection.

12.13 Homework

Estimated time: 30-60 minutes.

Tasks:

  1. Make final edits requested by your teacher.
  2. Check file names and remove private information.
  3. Save your complete toolkit outside the AI tool.
  4. Add any final vocabulary or sentence frames you want to keep.

What to save:

  • complete English AI Decision Toolkit/ folder
  • Lesson 10 - My AI Decision Assistant Prompt.md
  • Lesson 10 - Final Project - My English AI Workflow.md
  • Personal AI Safety Checklist.md

Privacy reminder: The final portfolio should not include passwords, addresses, ID numbers, medical records, immigration documents, private school/work documents, private student data, private uploads, copied voices, or faces without consent.

Optional extension: Open the Lessons 9-10 Toolkit Builder lab to review safe examples only.

TipOptional Colab Lab

This lab is optional. Use it only if your teacher asks or if you want extra practice. You do not need to complete the lab to finish your portfolio.

Open the Lessons 9-10 Toolkit Builder lab in Colab:

https://colab.research.google.com/github/zoni-group/E4A/blob/public-12db68dfaf5f/english-for-ai-course/interactives/class-05-toolkit-builder.ipynb

Use safe examples only. Do not enter private information.

The lab uses Colab AI automatically when it is available in the Colab runtime. Colab AI can review your workflow prompt and reflection, but it must not write the final portfolio for you and must not certify your work as finished. If Colab AI is not available, the regular lab steps still work.

After any AI answer, say: “I checked the AI answer before I used it.”

ImportantRequired Portfolio Artifact

Save your reusable prompt here:

English AI Decision Toolkit/Lesson 10 - My AI Decision Assistant Prompt.md

Save your final project here:

English AI Decision Toolkit/Lesson 10 - Final Project - My English AI Workflow.md

Your final submission should include:

Lesson 1 - My First Safe English AI Prompt and Privacy Check.md
Lesson 2 - Prompt Practice and Vocabulary Log.md
Lesson 3 - English Decision Matrix.md
Lesson 4 - Revised Prompt and Decision Matrix.md
Lesson 5 - Source-Grounded Answer in English.md
Lesson 6 - Source Check and Paraphrase.md
Lesson 7 - Visual Description and Attribution Note.md
Lesson 8 - Speaking Script and Consent Check.md
Lesson 9 - Presentation Draft and Portfolio Checklist.md
Lesson 10 - My AI Decision Assistant Prompt.md
Lesson 10 - Final Project - My English AI Workflow.md
Vocabulary Log.md
Sentence Frames I Can Use.md
Personal AI Safety Checklist.md