Public documentation repository for Governed TwinLoop Orchestration, linked to the Zenodo public disclosure.
Archival repository for the Zenodo technical note Behavioral Canarying for Prompt Injection: Powerless Model Probes with Explicit Coverage Semantics.
Archival repository for the Zenodo paper The Asymmetric Burden of Proof.
Archival repository for the Zenodo technical note Tool Differentia: Relational Static Analysis for AI Agent Tool Descriptions.
Bilingual technical note on AI social roles, memory custody, inference custody, and role continuity.
Archival repository for the Zenodo paper A Taxonomy of Epistemic Failure Modes in Large Language Models.
Measurement validity, construct validity, and unsupported claims derived from AI agent telemetry.
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