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Agents and AI

Commerce Is Heading Into Another Barcode Moment

 How a retail lesson from Walmart, Kmart, and UPC codes helps explain the coming fight over agentic commerce infrastructure. One of the most useful stories in Sangeet Paul Choudary’s Reshuffle is not about AI. It is about the barcode. Choudary’s line is wonderfully sharp: Kmart treated the barcode as …more

Why The AI Opportunity In Wealth Management Looks More Like Sourcing Than Software

The registered investment adviser business is one of the most important — and most misunderstood — parts of financial services. In 2024, the U.S. advisory industry included 15,870 advisers serving 68.4 million clients and overseeing $144.6 trillion in assets under management (AUM). And yet it remains, structurally, a small-firm industry: …more

Family Health Agent Demo

Family Health Agent — Working Prototype A household-first, delegated, role-based prototype that demonstrates the manager loop: track what should happen next, detect …more