The Running Count: Why Your Fantasy Team Is Just Card Counting
40 million Americans are about to lose six billion hours drafting fantasy football teams—but here's the secret: fantasy football is card counting. We explore why AI didn't change the game, just the speed at which you can count, and how you can use Claude in your browser to get real-time intelligence during your mock draft. 00:00 - The Economics of Fantasy: 9 Billion Dollars in Lost Productivity 03:45 - Card Counting 101: How Blackjack Math Explains Fantasy Drafting 08:15 - Traditional Analysis: Why Stats Alone Never Predicted Value 12:30 - AI as Accelerant: Automating the Math You Were Already Doing 15:45 - Tapping Claude at Draft Time: Real-World Integration --- Sources & further reading: • Brian Serotini — "Drafting With Robots: My Fantasy Football AI Experiment": https://medium.com/scrumptious-bytes-bureaucracy-ballet-agile-alchemy/drafting-with-robots-my-fantasy-football-ai-experiment-337e1ccbc500 • Giovanni Malloy (Forbes) — "Inside The Formulas That Power Fantasy Football Projections": https://www.forbes.com/sites/giovannimalloy/2025/08/23/fantasy-football-projections-keep-human-touch-in-an-ai-world/ • Edward O. Thorp — Beat the Dealer (Random House, 1962) • Boris Chen — borischen.co tier charts: http://www.borischen.co/ • Anthony Bourdain — Kitchen Confidential: Adventures in the Culinary Underbelly (Bloomsbury, 2000) • Blackjack Apprenticeship — "The History of Blackjack and Card Counting": https://www.blackjackapprenticeship.com/the-history-of-blackjack-and-card-counting/ • Sapu94 — TradeSkillMaster addon (CurseForge): https://www.curseforge.com/wow/addons/tradeskill-master • Jason Horne — "Fantasy Football Powered by NotebookLM": http://www.jasonhorne.org/blog/2025/8/20/fantasy-football-powered-by-notebooklm • PR Newswire — "Workers Spend 6.9 Hours Per Week on Their Fantasy Football Teams": https://www.prnewswire.com/news-releases/workers-spend-6-9-hours-per-week-on-their-fantasy-football-teams-300699898.html • Scoutcast.ai — "How Many People Play Fantasy Football?": https://scoutcast.ai/blog/how-many-people-play-fantasy-football/ • Johnson & Wales University — "What Is Mise en Place?": https://online.jwu.edu/blog/what-is-mise-en-place-the-key-to-culinary-organization/ • Casino.org — "MIT Blackjack Card Counting": https://www.casino.org/blog/mit-blackjack-card-counting/ • Fantasy Six Pack — "Standard vs PPR vs Half-PPR Scoring": https://fantasysixpack.net/fantasy-football-standard-ppr-half-ppr/ This podcast episode was fully generated by AI — research, script, voices, and production. Built with Claude, Piper TTS, and automated pipeline tooling.