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The five patent families describe a coherent stack: identity resolution underneath, scarcity-weighted valuation on top of that, a control surface to drive it, a trigger layer that decides when to act, and a multi-party settlement layer that lets the result actually change hands.
Pick an era to see each layer's instantiation. Pick a transaction trace to watch it flow through every layer — from the original ad-tech motivating use to three modern reinterpretations: split-payer healthcare, agentic B2B procurement, and disaster-relief disbursement.
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In 2014-2017 this stack was built for ad-tech because that was the commercial surface with the budget to fund it. In 2026, the exact same primitives — graph-based identity resolution, scarcity-weighted scoring, declarative activation surfaces, trigger-event agentic systems, and rule-governed multi-party settlement — are the foundation of agentic commerce, privacy-preserving healthcare interoperability, programmable stablecoin finance, and autonomous civic infrastructure.
The ad-tech framing was the cocoon. The underlying architecture is just starting to stretch its wings.