Future Architects Slides Day 1 Future Architects
Mastering NotebookLM: The Ultimate AI-Powered Workspace for Career Design.
Lesson 1: The Career Blueprint
Today's Blueprint
Learning Objectives
Ground Your AI
Learn why "Sources" beat the "Internet" for accuracy.
Research Resource
Add to the notebook in google classroom by finding one credible research resource about how technology is changing Canada's workforce (do not use Wiki).
Listen & Visualize
Generate Deep Dive Audio and AI-powered Mind Maps.
Master Integrity
Apply the "Golden Rule" of AI research and citation.
The Knowledge Sandbox
NotebookLM acts as an academic partner that only knows what you feed it.
The Entire Internet
Prone to Hallucinations
Unreliable information source.
Your Curated Knowledge
Zero Hallucinations
Accurate trusted sources.
The Knowledge Workspace
Zone 1: Input
Sources
Upload PDFs, websites, and YouTube videos.
Zone 2: Synthesis
Chat & Notes
Ask questions and get cited answers.
Zone 3: Studio
Outputs
Generate Study Guides and Audio Overviews.
Finding the Right Fit
NotebookLM
Grounded only in your sources.
Direct citations for every answer.
Best for:
Deep learning career materials.
Gemini
Broad internet knowledge and creative tasks.
Handles text, images, and audio.
Best for:
Ideation and general help.
Google Search
Most current info from the entire web.
Fact-checking and web navigation.
Best for:
Real-time gathering.
The Student Playbook
Lecture Review
Upload materials to generate clarifying questions and find core concepts.
Research Papers
Upload PDFs to extract methodologies and verify claims with citations.
Exam Prep
Auto-generate quizzes and flashcards using the Study Guide.
Essay Writing
Synthesize arguments, find disagreements, and draft outlines.
Audio & Video Overviews
Generating...
New Formats
Brief Core summary.
Critique Draft feedback.
Debate Opposing views.
Interactive Mode: Ask AI questions.
Use Case: Engage with your sources like a real interview.
Academic Integrity
DO
Use for reading help.
Create study quizzes.
Build essay outlines.
Check direct citations.
DON'T
Submit AI writing as yours.
Use for fact-checking.
Trust math blindly.
The Golden Rule: Support tool, not a replacement for thinking.
Quick Start Action Plan
1
Curate
Collect career sources.
2
Orient
Generate Briefing Docs.
3
Configure
Add specific notes.
4
Export
Save to Notes panel.
READY TO BUILD?
Open your Navigator Checklist!
Day 2 Preview
The Studio Launch
Data Tables
Infographics
Slide Decks
Process Flows
"Design is how it works."
Audio Insight Worksheet Phase 1: Audio
Audio Insight
Capturing the Deep Dive AI Overview
Name: _________________________
Listen closely: Track themes and connections as you listen to the AI hosts.
The Big Idea
The AI hosts explained that all of these careers are similar because...
Surprising Skills
One surprising skill mentioned was ________________________ because...
Host 1 Focus
Host 2 Focus
The "Missing" Link
The podcast didn't mention ____________________________, so I will ask the AI chat about it on Page 2 .
Phase 2: Interactive Chat
Tech Blueprint
Technology in Future Careers
The Technology Inquiry
What question did you ask the AI about the effect of technology on a future career?
The AI's Answer
Summarize the answer it gave you about technological shifts or tools:
Personal Connection
After hearing the audio and chatting with the AI, which career seems the most interesting for your future in 2040? Why?
Future Architects Project • Career Blueprint Workshop
Career Blueprint Teacher Guide Facilitation Guide Day 1
LESSON: THE CAREER BLUEPRINT
Duration
70 MIN
Learning Objectives
Differentiate between Source-Grounded AI and Generative AI .
Access and manage NotebookLM workspaces via Google Classroom .
Research Task: Locate and add one credible resource on technology changing Canada's workforce (Avoid Wikipedia).
Analyze data via Audio Overviews and AI Mind Maps .
Day 1 Focus Features
Audio Overview
External Research
Interactive Mode
Time Phase Teacher Actions 15 min The Hook & Intro Show Slides 1-7. Emphasize the Sandbox vs. Internet distinction and Academic Integrity . Model finding a credible source (not Wiki). 15 min Lab Setup & Research Distribute Navigator Checklist. Students login to Google Classroom , open the notebook, verify dossiers, and find 1 Canadian workforce resource. 20 min Deep Dive Generate Audio. Model using Interactive Mode: Start the podcast, click 'Interactive', and ask the prompt about technology and careers. Students complete worksheet. 15 min Mind Map Prompt: "Visualize connections between these careers and technology in Canada." Students pin 2 key notes. 5 min Wrap Up Verify pinned notes. Preview Slide 10 (Day 2 Studio Launch).
Scaffolding Tips
Interactive Mode is a powerful follow-up. If students are stuck, give them a specific career to ask about (e.g., "How will urban farming change?").
Troubleshooting
Ensure students know they must generate the audio before they can enter Interactive Mode.
Note: Advanced Studio Features are covered in Day 2 Guide.
Career Dossier Handout Career Dossier Packet
PROFESSIONAL VERSION • 2040 RESEARCH
Setup: Open Google Classroom → Access the Future Notebook (NotebookLM). Verify 4 core sources below. Search for 1 credible source on Canadian technology job trends to add.
The Robotics Engineer
Designs machines that move and perform tasks autonomously. Codes software for robot "perception."
Key Tasks:
Design mechanical parts
Write C++/Python code
Notes:
The Urban Farmer
Grows fresh produce in high-density cities. Uses hydroponic systems to maximize efficiency.
Key Tasks:
Manage rooftop gardens
Monitor IoT health sensors
Notes:
The Game UI Designer
Crafts visual interfaces for gaming. Focuses on user experience and intuitive interaction.
Key Tasks:
Draft wireframe layouts
Test user accessibility
Notes:
The Tele-Health Nurse
Provides remote medical care via video. Monitors patient vitals through wearable tech.
Key Tasks:
Conduct video consultations
Analyze biometric data
Notes:
1
Access assignments in Google Classroom .
2
Open NotebookLM to view the Future Notebook.
3
Cross-reference 4 core profiles + 1 web source.
Audio Insight Worksheet Phase 1: Audio
Audio Insight
Capturing the Deep Dive AI Overview
Name: _________________________
Listen closely: Track themes and connections as you listen to the AI hosts.
The Big Idea
The AI hosts explained that all of these careers are similar because...
Surprising Skills
One surprising skill mentioned was ________________________ because...
Host 1 Focus
Host 2 Focus
The "Missing" Link
The podcast didn't mention ____________________________, so I will ask the AI chat about it on the second page .
Phase 2: Interactive Chat
Tech Blueprint
Technology in Future Careers
The Technology Inquiry
What question did you ask the AI about the effect of technology on a future career?
The AI's Answer
Summarize the answer it gave you about technological shifts or tools:
Personal Connection
After hearing the audio and chatting with the AI, which career seems the most interesting for your future in 2040? Why?
Future Architects Project • Career Blueprint Workshop
Navigator Checklist Handout Navigator Checklist
Step-by-Step Lab Setup
Architect
Phase 1
Login & Load
Open the Future Notebook via Classroom.
Confirm 4 Career Dossiers are in sources.
Find 1 credible source on tech & jobs in Canada (No Wiki!).
Phase 2
Audio Deep Dive
1
Click Audio Overview
2
Click Format . Select type (e.g. Brief) and length (e.g. Short).
3
Be Patient.
4
Click generate.
5
Select Interactive Mode
Ask the interviewers how a specific occupation will adapt to technology in the future. (e.g., "How will teaching be changed by the use of technology in the future?")
Phase 3
Mapping the Path
PROMPT: "Create a mind map of these careers."
PRO TIP: If the AI says it doesn't know something, check your sources! It can only talk about what you gave it.
Audio Insight Worksheet Audio Insight
Listening Log & Reflections
Task: Capture ideas from the Deep Dive Audio Overview using these sentence stems.
The Big Idea
The AI hosts explained that all of these careers are similar because
Surprising Skills
One surprising skill mentioned was because
Host 1's Point
I noticed Host 1 said...
Host 2's Point
Host 2 seemed to care about...
The "Missing" Link
The podcast didn't mention , so I will ask the AI chat about it next.
Future Architects Slides Day 2 The Studio Launch
Leveling up your Career Blueprint with Studio Style outputs.
NotebookLM Workshop Day 2
Studio Objectives
Today's Mission
The Studio Sprint
Master advanced prompts to generate professional reports instantly.
Visualize the Build
Design side-by-side data tables and infographic career maps.
Test Your Expertise
Generate custom quizzes to verify your knowledge of the field.
Final Review
Reflect on your architect journey and select the top career path.
The Studio
Yesterday was about Research. Today is about Creation.
"The Studio is where you tell AI exactly what format you want."
Reports
Data Tables
Quizzes
Flashcards
Feature: Video Overview
AI helps you create the Blueprint for a video.
TRY THIS PROMPT:
"Create a 60-second video script and storyboard for a career overview video about the top choice."
Includes: Script & Dialogue
Includes: Scene Descriptions
Tables & Infographics
The Comparison Table
Compare salary, skills, and work-life balance side-by-side.
PROMPT: "Create a data table comparing all 4 careers."
The Infographic Plan
AI describes icons and key stats for a career poster.
PROMPT: "Design an infographic layout for the favorite career."
"Visualizing data makes it real."
Flashcards & Quizzes
Quiz Yourself
NotebookLM generates a multiple-choice quiz based only on these dossiers.
Question 1
What does "UI" stand for in game design?
A User Interface
B Unreal Image
Output Gallery Worksheet Output Gallery
Curating your Future Architect Portfolio
Designer
Mission: As you generate your Studio outputs, record your favorites below.
The Career Report
KEY TAKEAWAY FROM YOUR REPORT:
Data Table
WINNING STAT FROM YOUR TABLE:
The career with the highest is .
Infographic
ONE ICON AI SUGGESTED:
Quiz Result
MY SCORE:
/ 5
Studio Launch Teacher Guide Facilitation Guide: Day 2
LESSON: THE STUDIO LAUNCH
Duration
70 MIN
Learning Objectives
Generate varied Studio outputs (Reports, Quizzes, Data Tables).
Refine AI prompts to match specific visual and functional needs.
Evaluate AI effectiveness for career planning.
Key Features
REPORTS
TABLES
QUIZZES
INFOS
Time Phase Teacher Actions 10 min Re-Launch Show Day 2 Slides. Explain the "Studio" concept: turning data into products. 35 min Studio Sprint Students use Studio Style Guide to generate 5 outputs. They must document findings on the Output Gallery Worksheet . 15 min Gallery Walk Students move around and show their "Top Studio Output" to neighbors. Discuss: "Which format made the career easiest to understand?" 10 min Reflection Complete Architect Reflection Exit Ticket . Collect or have students digital-submit via screenshot.
Advanced Prompt Modeling
If students finish early, challenge them to "stack" their prompts:
The "Persona" Prompt
"Act as a professional recruiter. Review these dossiers and write a sample job application."
The "Scenario" Prompt
"Create a 3-question quiz for a job interview based on these sources."
Success Criteria
Variety: Student generated at least 3 distinct types of Studio outputs.
Reflection: Student identified a clear career preference with reasoning.
Studio Style Guide Handout Studio Style Guide
ADVANCED PROMPTING CARDS
Data Table
PROMPT:
"Create a data table comparing these 4 careers . Columns should be: Education, Top Skill, and Daily Task."
USE THIS FOR: Comparing facts side-by-side.
Video Script
PROMPT:
"Write a 60-second video script for a 'Day in the Life' of a Robotics Engineer. Include camera directions."
USE THIS FOR: Imagining the work in action.
Infographic Plan
PROMPT:
"Outline an infographic for Urban Farming. Describe the icons and 3 key stats."
USE THIS FOR: Visualizing complex information.
Study Pack
PROMPT:
"Create a 5-question multiple choice quiz about these careers and generate 5 flashcards for key terms."
USE THIS FOR: Checking what you learned.
Exemplar Sentence Stems
"I want to see the career data as a ________________ (Format) that focuses on ________________ (Topic)."
"Help me compare ________________ and ________________ using a ________________ (Format)."
Architect Reflection Exit Ticket Architect Reflection
FINAL STUDIO DEBRIEF
Designer ID
01
The Studio Winner
Which Studio tool was the most helpful for the career plan (Quiz, Table, Script, etc.)?
The tool was best because
02
The Blueprint Choice
Based on the AI research , which career path feels like the best "fit" for you right now?
I am most interested in because
03
AI Power
What is one thing you can do with NotebookLM that you couldn't do with a regular search?
One thing NotebookLM does that search can't is
Design Workshop Complete // 2026