Ready to take a deeper dive into education, equality, and stronger communities? Explore these resources to learn more about real-world scenarios and their relation to each topic.
Artificial Intelligence and the Future of Teaching and Learning (U.S. Dept. of Education)
A comprehensive look at how AI can support educators by providing personalized learning pathways for students with diverse needs.
How AI Can Help Close the Gender Gap (World Economic Forum)
This article explores how AI can be used to audit workforce data, identifying pay gaps and recruitment biases that have historically held women back.
The Digital Language Gap: Why AI Needs to Speak More than English (Wired)
This piece discusses the equity issues that arise when AI tools only support dominant languages, and the initiatives working to include underrepresented dialects.
Coded Bias
A pHd project & documentary dedicated to increasing representation of gender and race in machine learning models.
Girls Who Code
An organization dedicated to closing the gender gap in technology through technical mentorship and inclusive curriculum.
The Khan Academy (Khanmigo)
An example of AI being used to provide 1-on-1 tutoring support to students globally, regardless of their school’s funding level.
UNESCO: AI and Gender Equality
A global initiative focused on ensuring AI development supports the rights and representation of women and girls worldwide.
AI Fairness 360
A more advanced “Open Source” toolkit for those who want to see how developers check their AI models for bias using math and data science.
Survival of the Best Fit
An interactive game where you play as a recruiter using an AI tool. You’ll see firsthand how bias can creep into a system and how to audit it for fairness.
Teachable Machine: The Inclusion Audit
Use this tool to train a model to recognize your face or a specific gesture. Try testing it with different people to see if your “Data Set” was inclusive enough to work for everyone.