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AI & Society
Course Information
Course Description
Learning Objectives
Course Structure
Assessment
Workload
Materials
Required Readings
Activities
Overall
Group Project: Concept Design
Individual Final Assignment: Paper
Week 0
Homework: Reflect on Readings
Week 1
Workshop: Case Study Analysis
Workshop: Design Debrief
Homework: Reflect on Readings
Homework: Street-Level Images for Inspiration
Week 2
Workshop: Getting to Know Google Teachable Machine
Workshop: Prototyping Datasets
Homework: Reflect on Readings
Homework: Collect an Image Dataset
Week 3
Workshop: Model Training, Tuning & Evaluation
Workshop: Prototyping Models
Homework: Reflect on Readings
Homework: Collect Data for Stakeholder Analysis
Week 4
Workshop: Ideate Visions of Responsible Urban AI
Workshop: Stakeholder Analysis
Homework: Reflect on Readings
Homework: Draft Paper Outline
Week 5
Workshop: Mapping Use-time Contestability Loops
Activity: Paper Outline Peer Feedback
Workshop: Mapping Human Intervention at Design Time
Homework: Reflect on Readings
Homework: Draft Paper Introduction and Discussion
Week 6
Activity: Paper Draft Peer Review
Workshop: Fine-Tune Design Concept
Workshop: Design Concept Peer Feedback
Homework: Complete Paper Draft
Week 7
Activity: Paper Draft Peer Review
Activity: Writing Sprint
Activity: Paper Pitches
AI & Society on GitHub
Activities
Overall
Overall
Table of contents
Group Project: Concept Design
Individual Final Assignment: Paper