Perspectives
Essays and product thinking on verification, commerce, and autonomous systems written for marketplaces, labs, and builders shaping the future of trusted commerce.
Foundational
Whitepaper
20 min read
Baseclaim: A Protocol for Deterministic Commerce
A technical thesis describing the protocol architecture, economic incentives, and enforcement model underlying Baseclaim.
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Featured
Essay 9 min read
The Revocation Gap
When a certification is revoked, the decision is immediate, but the market rarely updates in the same instant. The Revocation Gap is the dangerous window between truth changing at the source and that change reaching the point of sale.
Jon Cristinziano •
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Essay 7 min read
The Problem With 'Trust but Verify'
As AI agents take on more autonomous roles in commerce, the gap between probabilistic recommendations and verifiable proof is becoming impossible to ignore.
Jon Cristinziano •
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