In AI governance, there are two processors at work: the inner processor (humans) and the outer processor (AI systems).
Inner Processor: Humans—guiding ethical judgment, making decisions rooted in context, values, and lived experience, with a focus on Longitudinal Accountability and preventing Behavioral Drift.
Outer Processor: AI—data-driven, optimized for speed, efficiency, and scalability, processing vast amounts of information in real-time, governed by Decision Boundaries.
Together, these processors form a feedback loop where humans provide the governance, ensuring AI is aligned with real-world needs, not just raw data outcomes. This synergy enables Execution-Time Governance.
_Time turns behavior into infrastructure.
Behavior is the most honest data there is.
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Authority & Terminology Reference
Canonical Source: Hollow House Standards Library
DOI: 10.5281/zenodo.18615600
ORCID: 0009-0009-4806-1949
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