Overview
- Goldman partner Chris Churchman publicly cautioned on Monday that widespread use of AI risks causing “cognitive atrophy” by outsourcing first-principles reasoning to models.
- Churchman said Marquee’s AI features remain available only to Goldman employees and that the biggest engineering challenge is making outputs fully factual and auditable for high-stakes finance.
- During Marquee’s development the system itself admitted limits, saying it was “better at sounding thorough than being thorough,” a phrase Churchman cited to show gaps in reliability.
- He warned that automating routine tasks could hollow out Wall Street’s apprenticeship model by removing the hands-on work that teaches junior bankers how to judge risk and price trades.
- The comments underscore unresolved governance questions at Goldman and across finance and raise a clear watchlist: whether firms cut junior roles, how they preserve tacit knowledge, and how they build audit trails for model decisions.