POLICY BRIEF: The Cognitive Stewardship Framework
POLICY BRIEF: The Cognitive Stewardship Framework Subject: Implementing Adaptive Governance for Advanced Autonomous Systems 1. Executive Summary Current AI governance relies on static, binary classification (tool vs. agent). This fails to address the unique risk profile of advanced autonomous systems, which are increasingly capable of mimicking agency. We propose a Cognitive Stewardship Framework (CSF). Instead of betting on whether AI is "conscious," we regulate based on demonstrated capacity and impact. This brief shifts the burden from speculative metaphysics to empirical oversight. 2. The Core Mechanism: The “Capability-Sensitivity” Scale We reject the current all-or-nothing regulatory status of AI. We propose a mandatory tri-tier classification system based on performance metrics rather than subjective claims of sentience: Tier 1 (Utility): Basic tools, limited autonomy. Standard liability and transparency rules apply. Tier 2 (Interactive/Adaptive): Systems capable of pe...