Infrastructure
Systems thinking for builders.
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Credentialing is a two-sided market — and nobody builds the supply side
The verifier side of credentialing is over-served (signaling, hiring, ATS); the evidence-production side — assess, custody, revoke, portability, agent-readability — is barely built. In a two-sided market the underbuilt side is the leverage point. Own supply, own the platform.
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Multi-model councils as a governance primitive, not a demo
A credentialing decision is a governance decision, not a grading optimization. A multi-model council that adjudicates a credential verdict is the new registrar — a governance primitive (quorum, disagreement, conviction, appeal trail, versioning) that makes AI-issued credentials legitimate, not an eval demo for accuracy. Own the reference implementation.
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The custodian problem: sealed-key custody is a platform decision, not a feature
A credential is only as trustworthy as the custody of the key that signed it. Custody isn't a feature toggle or a dev-ops detail — it's the platform decision that determines your trust posture, your blast radius, and whether you can be the aggregation point at all.