Resources
Briefs, overviews, and research.
Public-safe materials 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 decision-makers and researchers
Architecture-level explanation of persistent external governance state, same-state comparison, and machine control.
Read / DownloadEvidence, Authority, and Execution the Subject Cannot Rewrite
AI governance and autonomous-agent researchers
A semantic governance response to the OpenAI–Hugging Face agent incident, examining evidence, authority, and execution integrity.
Read / DownloadUpdated SIA 500 Metrics
Technical evaluators
The updated 500-prompt benchmark 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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