Inside the Token Tumbler

ChatGPT seems like magic. It's not. But explaining how it actually works requires wading through papers, math, and jargon most people don't have time for. Inside the Token Tumbler changes that. It's an interactive visual guide that walks you from raw data → tokens → neural networks → reasoning models in 20 minutes. Finally understand: How chain-of-thought prompting grants models more compute time or What makes DeepSeek-R1 different (emergent reasoning from RL alone) and more..