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Why prompts, memory files and LLM judges create the appearance of governance — not the substance
Separating thinking from deciding: LLM reasons, a deterministic governance layer enforces policy with math, not text
Six independent layers of defense with governed execution and verified reasoning, producing a tamper-evident audit trail
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Designing a Harness for Runtime Governed Agentic AI | NatokHD