In 2010, a young Pizza Hut manager named John Antioco Jr. published a viral blog post with precise financial models proving Netflix would collapse within 18 months. His analysis was brilliant, his logic was flawless, and he was catastrophically wrong. The story of how perfect predictions can still miss the human element of business transformation.