AI exposure requires risk limits
The final audience question addresses how firms think about risk limits as AI-related deal flow expands. Ben Ensminger-Law emphasises looking through headline exposure to underlying drivers of repayment and treating correlated deals as aggregated risk. Marc Ganzi describes DigitalBridge's three-axis framework covering workload diversity, a 20% single-credit cap across its $120 billion AUM, and capital deployment mix. Mike Paniwozik outlines Apollo's approach of basketing risk by end use, counterparty exposure, and component-level concentration such as specific GPU generations.