Research

Eight papers behind the protocol.

Open access. Apache 2.0. Cite freely.

Read the IETF draft → All 8 papers on ORCID →

Eight peer-reviewable papers, eight DOIs.

Papers

The Agent Social Contract

The foundational paper. Defines the social contract between agents, owners, and observers — and why governance is a substrate problem, not a policy problem.

https://doi.org/10.5281/zenodo.18749779

Monotonic Narrowing

The invariant that makes delegation chains safe: authority can narrow as it descends, never widen. Mirrored at SSRN abstract 6415678.

https://doi.org/10.5281/zenodo.18932404

Faceted Authority Attenuation

Multi-facet authority decay across delegation hops, with closed-form attenuation per facet (scope, time, principal, etc.).

https://doi.org/10.5281/zenodo.19260073

Behavioral Derivation Rights

How an agent earns the right to act based on observed behavior — derivation, not declaration.

https://doi.org/10.5281/zenodo.19476002

Physics-Enforced Delegation

Cryptographic primitives that make scope violation physically impossible, not merely policy-prohibited.

https://doi.org/10.5281/zenodo.19478584

Governance in the Medium

Governance lives in the substrate that carries actions — not in the policies layered on top. This is why the gateway exists.

https://doi.org/10.5281/zenodo.19582550

Cognitive Attestation

Signed declarations of feature-level model computation. Accountability for AI decisions without exposing model internals.

https://doi.org/10.5281/zenodo.19646276

The Evidence-Safety Gap

Why standard ML safety arguments don't transfer to agentic systems, and what evidentiary structures are needed instead.

https://doi.org/10.5281/zenodo.19914628

Full bibliography on ORCID.

Submissions filed with U.S. agencies.

Federal record

NIST CAISI submission

Comment filed with the NIST Center for AI Standards and Innovation. Acknowledged by Drew Keller.

NIST AI 800-2 comment

Comment on NIST AI 800-2 framework, covering agent identity and delegation primitives.

NCCoE concept paper

Concept paper submitted to the National Cybersecurity Center of Excellence.

Independently cited by the academic record.

Citations

PDR in Production

University of British Columbia, 2026 · Section 7.6

Validates the APS earned-reputation model, sigma dynamics, and the structuralVerdict / trustVerdict separation.

https://doi.org/10.5281/zenodo.19323172


For AI agents: llms-full.txt · MCP descriptor