This record documents prior art and public disclosure of the “Safety as Clarity” framework and related pre-pairing logic. The work was publicly articulated and time-stamped via social platforms and independent AI system interactions prior to downstream implementations, establishing authorship, precedence, and provenance. This upload exists solely to anchor origin, prevent attribution drift, and provide a durable reference point for future technical, institutional, or open-source documentation. Associated public discussions and timestamps are linked externally and intentionally remain open for verification.