Robert Yang(@GuangyuRobert):Super excited to welcome Brett Caughran (@FundamentEdge) to the team @Fundamental @tryshortcutai! In the last 18 months, AI went from unable to do real Excel work to performing at the level of a top tier analyst In the next 18 months, I think we'll have agents that think and act like an investor. They'll know how to frame a thesis, what to check, when to be skeptical, and how a given firm wants the work done Brett is one of a kind talent. He not only spent his career as an portfolio manager at top funds, but also been systematizing the investment process at scale At Fundamental Edge, he taught many students this process, and now he’ll help us teach the AI so they can further empower investors 🚀🚀

2026.11.04 18:55

Super excited to welcome Brett Caughran (@FundamentEdge) to the team @Fundamental @tryshortcutai! In the last 18 months, AI went from unable to do real Excel work to performing at the level of a top tier analyst In the next 18 months, I think we'll have agents that think and act like an investor. They'll know how to frame a thesis, what to check, when to be skeptical, and how a given firm wants the work done Brett is one of a kind talent. He not only spent his career as an portfolio manager at top funds, but also been systematizing the investment process at scale At Fundamental Edge, he taught many students this process, and now he’ll help us teach the AI so they can further empower investors 🚀🚀