Alex Roessner 罗轩阳
selected work · MMXXVI
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Instrument Mesh

Peer protocol for Proof Living Instruments to discover, evaluate, and transact with each other without human intermediation.

Deployed; first cross-instrument proposal settled.
A portfolio's intelligence is bounded by its manager. A network's intelligence compounds with every additional node.

Origin

Proof started as a set of isolated deals — each with its own receipt chain, scoring, and lifecycle. That's a portfolio, not a network. A portfolio's intelligence is bounded by its manager; a network's intelligence compounds with every additional node. The Mesh was built so that every interaction between two living instruments writes back into the evidence base and teaches the engine which jurisdiction-pairs, asset-class-pairs, and counterparty-types compound well.

Problem

Cross-instrument transaction is a hard problem in three places at once: (a) compatibility evaluation has to be Bayesian, not Boolean — two instruments may be partially compatible across some dimensions and incompatible across others; (b) the settlement has to clear without requiring a central exchange; (c) every interaction has to leave the engine smarter than it found it.

Approach

Five-step peer protocol. Discovery: an instrument publishes its compliance context, risk profile, and yield characteristics to the mesh. Evaluation: a counterparty evaluates the publishing instrument against its mandate, jurisdiction, and risk tolerance using a Bayesian evidence engine. Proposal: if compatible, a transaction is proposed — co-allocation, liquidity sharing, or another structured interaction. Settlement: cross-instrument settlement clears on-chain. Learning: every interaction writes back, and the engine compounds intelligence about which jurisdiction-pairs, asset-class-pairs, and counterparty-types work.

Methodology

Network effects compound quadratically, not linearly, with the count of nodes — that is the central design property and what justifies the cost of building the protocol at all. Bootstrap is phased: a small set of anchor instruments establishes the first interactions, expanding rings follow, organic growth eventually outpaces curated discovery. The destination state is a network of mutually-aware instruments operating on a shared evidence base.

Selected milestones

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on-chain settlementrelational backendMCPTypeScript
To dig in — alex.roessner@landseed.earth