Lesson 1 - Exploring Algorithms and Bias
Understanding Technology's Hidden Influence Grade 10 Social Studies Quebec Secondary Cycle Two
Reflection: What Comes to Mind?
What comes to mind when you think of the word "algorithm"?
What is an Algorithm?
A set of rules or instructions Used by computers and humans to solve problems Makes decisions based on data and patterns Examples: Recipe instructions, GPS navigation, social media feeds
Algorithms in Our Daily Lives
Social media feeds show posts based on your likes GPS apps find the fastest route to your destination Netflix suggests movies you might enjoy watching Online shopping shows products you're likely to buy Search engines rank results by relevance to you Music apps create playlists matching your taste
Understanding Bias in Algorithms
• A tendency or preference for or against something or someone, often unfairly
Fighting Bias in Algorithms
Watch: Joy Buolamwini's TED Talk Learn how researchers identify algorithmic bias Discover tools to make technology fairer See real examples of bias solutions https://youtu.be/UG_X_7g63rY
Real-World Examples of Algorithmic Bias
Taking a Stand Activity
Read each statement carefully Position yourself in the room based on agreement level Front = Strongly Agree, Back = Strongly Disagree Be ready to explain your reasoning with examples
Reflection and Next Steps
What did you learn about algorithms and bias today? How might this knowledge change how you view technology? What questions do you still have? Next lesson: Exploring algorithmic decision-making in depth