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The aim is to present a reference architecture for trace-preserving AI-mediated learning and human-authorized actions.

June 2, 2026Open Access

Spiral Experience Surfaces with PADC-CAS Pre-Action Gate

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The aim is to present a reference architecture for trace-preserving AI-mediated learning and human-authorized actions.
Introduced concepts such as Dissonance Triage and Persistent Anomaly Memory.
Separated key elements: resonance from truth, dissonance from evidence, and others.
Structured design constraints for future testing and discussion.
Proposed concepts are not implementation standards or validated mechanisms.
Expected to provoke discussion and further exploration of AI-mediated frameworks.

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This note proposes an architecture for AI-mediated learning and human action, emphasizing trace preservation and design constraints.

Henric T. Böhm (2026) studied this question.

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