How this term is used In this channel's material, margin of safety appears in the context of stock investing — specifically in the episode where Dan Shipper and Jesse Beyroutey of IA Ventures use Gemini 1.5 Pro and ChatGPT to hunt for their next great stock trade, hoping to repeat their 2019 Nvidia investment ($33/share, later $800, ultimately a $2 trillion company). Within that exploration, the term describes the cushion an investor deliberately builds into a stock decision so that being wrong about part of the analysis does not become a losing bet. It reflects the episode's broader theme: AI can screen and surface candidates, but the human still has to understand where the guesswork in a valuation lies and leave room for it.