AI Ethics and Bias Detection: Project Ideas for High School Students
Have you ever noticed how some online ads seem to read your mind, or how a social media algorithm keeps showing you content you already agree with? That’s Artificial Intelligence (AI) at work, making predictions and decisions based on vast amounts of data. While AI promises incredible advancements, it also carries a hidden risk: bias. Just like humans, AI can be unfair, make mistakes, and even perpetuate societal prejudices if not designed and monitored carefully. For high school students, understanding and tackling AI ethics isn’t just a fascinating academic exercise—it’s preparing you to be the architects of a fairer, smarter future.
The Mechanics of Bias
So, how does bias sneak into an AI system? It’s not usually malicious intent; rather, it’s often an accidental byproduct of how AI learns. Imagine teaching a child about cats using only pictures of fluffy, orange tabbies. If they later see a sleek, black … Read More









