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APOPHASIS is a public, non-coercive interpretive framework designed to support human analysis of deceptive, omissive, or strategically inconsistent reasoning by advanced artificial intelligence systems. The framework operates exclusively at the interpretive layer and is intended for educational and analytical contexts rather than technical implementation.

APOPHASIS does not monitor systems, access internal states, intervene in execution, enforce standards, certify compliance, or claim prevention of harm. It introduces no authority, metrics, or evaluative outcomes. Engagement with the framework is voluntary, non-binding, and human-mediated.

The framework is suited to settings in which explanations or justifications must persist across time and audience—particularly under discussion, review, or reputational scrutiny. Its value lies in structuring interpretive comparison and long-horizon reasoning rather than prescribing actions, controls, or governance mechanisms.

This resource is presented as a completed, version-locked, non-operational interpretive reference for higher-education and professional learning contexts.

📎 Internet Archive mirror 

https://archive.org/details/apophasis-a-non-coercive-interpretive-framework-for-braking-treacherous-ai-behavior

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