Resources
Briefs, overviews, and research.
Materials cleared for public release on external semantic governance. Documents are published after review; benchmark numbers appear once the updated evaluation set is finalized.
Executive Brief
Enterprise leaders
The category, the governance gap, and how SIA keeps the governing objective outside the AI system.
Read / DownloadPublic Technical Overview
Technical leaders and researchers
Architectural explanation of persistent external governance state, consistent state comparison, and machine control.
Read / DownloadEvidence, Authority, and Execution the Subject Cannot Rewrite
Researchers studying AI governance and autonomous agents
A semantic governance response to the OpenAI and Hugging Face agent incident, examining evidence, authority, and execution integrity.
Read / DownloadUpdated SIA 500 Metrics
Technical evaluators
The updated benchmark of 500 prompts across semantic fidelity, governance effectiveness, evidence reliability, and efficiency.
Coming soonFuture research & articles
Researchers and technical evaluators
Additional notes on persistence, authority, continuity, verification, and robustness.
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