Gabe Stengel - Building Investing Superintelligence - [Invest Like the Best, EP.492]

Gabe Stengel argues the next 2-5 years will force top investors to reinvent their firms by integrating AI into their investment lifecycle, moving from co-pilot to autopilot systems.

The key competitive advantage for vertical AI companies like Rogo is not the model itself but the 'plumbing'—bespoke integrations, compliance, and workflow automation that general-purpose AI labs won't build.

Stengel highlights that the biggest challenge for firms is the 'innovator's dilemma': established firms must choose to capture their top experts' knowledge into AI systems or risk being disrupted by AI-native competitors.

A major insight is that many capital markets workflows—from due diligence to deal negotiation—will become fully automated, potentially creating new exchanges for private assets.

The episode emphasizes that building a successful AI company requires extreme resilience ('chewing glass') and constant reinvention of the core product as models rapidly improve.