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Essays on autonomous capital allocation.

Essay · June 2026

REDI: The Most Promising Real Estate Data Standard I've Seen, and Why It Deserves Your Attention

On the LP-led Real Estate Data Initiative, why its governance fixes the structural problem that slowed every prior attempt, and what allocators and GPs should do now.

From a talk at Harvard · May 2026

Autonomous Financial Institutions: Why 2026 Is the Inflection Point

On the operating-leverage problem at the GP layer, why institutional real estate becomes computable before other private asset classes, and what new graduates entering institutional capital should bet on.

Published in AFIRE Summit Journal · February 2026

Autonomous Intelligence and the Global CIO: Formalizing Conviction in a Fragmented Market

On how autonomous systems turn conviction into adaptive frameworks that evolve with market conditions.

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