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Why the Best Explorers Are Curiosity Junkies: How AI Learns to Seek Surprise
The Fortune Teller AI: How Machines Learned to See Every Possible Future
Why Teaching AI to Expect the Unexpected Changed Everything
Why Your GPS Gives You One Route, But This AI Considers Every Possible Journey
The AI That Learned to Succeed by Not Caring Too Much
The AI That Learned to Doubt Itself (And Got Better Because of It)
Teaching Robots to Move Like They're Learning to Dance
Why Teaching AI to Be Decisive Changed Everything
The Restaurant Kitchen Revolution: How AI Learned to Cook Without Burning Down the House
Teaching AI to Learn Like a Master Chef: The Kitchen Thermometer Method
The Algorithm That Taught AI to Learn Like a Careful Student
Reinforcement Learning
The Magic of Learning from Your Mistakes: How AI Found the Sweet Spot Between Confidence and Caution
Reinforcement Learning
The GPS Recalculating Moment: How AI Learned to Take Bold Steps Without Crashing
Reinforcement Learning
Why Teaching 16 Students at Once Is Better Than Teaching One Student 16 Times
student-work
This academic project examines how individuals use anonymous social platforms to discuss mental heal
One of my students analyzed thousands of mental health posts. What drives engagement surprised us both. The student applied computational text analysis to examine emotional vulnerability patterns across anonymous discussions. They built sentiment models to understand how people share and respond. The key finding: engagement was driven by interpersonal interaction,
How my students are using AI to solve real problems
Students shouldn't build production systems. A student in my class just proved me wrong. One of my grad students benchmarked five large language models for structured data extraction from ClinicalTrials.gov. This wasn't a toy project. Clinical trial evidence synthesis drives treatment decisions for millions of
AI Foundations
The AI That Learned to Learn from Its Mistakes—Seven Times Over
AI Foundations
The Student Who Asked the Best Questions: How AI Learned to Learn Smarter
Reinforcement Learning
The AI That Learned to Know When Actions Don't Matter
AI Foundations
The Overconfident AI: How Self-Doubt Made DeepMind's Game Player Smarter
AI Foundations
The AI That Learned to Play Like a Human (By Watching Screens)
AI Foundations
Why Your AI Model Needs to Forget: The Art of Lossy Learning
AI Foundations