AI Foundations
Richard Young
AI Foundations
The Highway That Changed Deep Learning: How Identity Shortcuts Unlocked 1000-Layer Networks
AI Foundations
The Shortcut That Changed AI: How ResNet Taught Neural Networks to Skip Steps
AI Foundations
The Moment AI Learned to See: How a Computer Finally Recognized a Cat
AI Foundations
The Goldilocks Principle of AI: Why Sometimes Good Enough Is Better Than Perfect
AI Foundations
The Natural Gradient: Why AI Learns Faster When It Follows the Terrain
AI Foundations
The AI That Learned to Take Risks: Why Teaching Machines to Be Bold Changed Everything
AI Foundations
How AI Learns Like a Taxi Driver: The Hidden Logic Behind Reinforcement Learning
AI Foundations
The Hidden Order in Chaos: How Random Is Really Random?
AI Foundations
Why the Best AI Models Are Like Blurry Photographs
AI Foundations
The Ultimate Data Diet: How AI Learns by Compression
The Importance of Control Groups in the Scientific Method
Proper scientific method isn’t just for labs – it’s essential for business decisions too. The cornerstone of this method is the use of control groups, which allow us to separate the signal from the noise. Too often, executives roll out a new process or marketing campaign and then claim