Research

Technical work on policy-gated agent execution, human authorization, provenance, attestation, and reconciliation. We publish working papers, experiments, architecture notes, and implementation reports — including limitations and negative results.

Type

All Architecture note Experiment Implementation report

Topic

All Policy and consequential-action classification Connector and enforcement design Prompt-injection containment Attestation and provenance Human authorization Execution reconciliation Agent assurance and certification

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Architecture note10 August 2026

What a signed, hash-linked ledger does and does not prove

Our attestation chain is signed, hash-linked, and re-verified on every read. It is tamper-evident. It is not independently verifiable, and the distinction is the first thing a security reviewer will test.

Caretaker ResearchAttestation and provenance Agent assurance and certification