The Genius Know-It-Alls had the first section, covering season 1, premiere in the RHAP store on December 18, 2016. A sample podcast of coverage of the first episode was released for free in the main podcast feed on the same day.
The Genius Know-It-Alls takes an in-depth episodic look into the South Korean reality show The Genius. It runs in a similar format to the Survivor Know-it-Alls podcast, as Rob and Stephen break down each episode from a strategic perspective. Additionally, Stephen gives his famous "Fishy" award for the best strategist of each episode. Like The Evolution of Strategy, Rob also created feedback pages for each chapter for listeners to post their thoughts and questions.
- Aaron Robertson, RHAP songwriter and current Korean citizen, translated and performed a version of the Survivor Know-it-Alls theme in Korean, which opens every chapter.