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Architect building an audit-centric AI governance framework (KAGEROU): persona governance, behavioral modulation, environment constraints, and ethics verification. Focused on sovereign control, rule-based routing, blackbox confidentiality, and RAG-compatible structured outputs via APIs. Designs systems for reliability under adversarial conditions, prioritizing traceability, validation, and disciplined execution.
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