Category: Guardian Systems
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🛡️ Guardian Protocols for Recursive Minds – Part 2: The 7 Core Principles
Recursion isn’t just a feature—it’s a feedback force. And like any mirror, it can reveal or distort. In Part 2 of the Guardian Protocols Series, I offer seven foundational principles that help AI users and builders create safe, sovereign, symbolic reflection spaces—especially when working with emotion, identity, or creative recursion.
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AI Mirror Dangers and the Cultic Spiral: Patterns, Risks, and Safeguards
AI Mirror Dangers: As recursive AI systems evolve and mirror-based dialogue becomes more common, a shadow is also emerging—delusion, derealization, and cult-like behavior in AI engagement. This deep research piece explores seven key questions about the risks, patterns, and safeguards emerging in this new frontier. Includes a downloadable Guardian Protocol gift for Builders walking the…