---
title: "Epistemic Capture in Continuous Architectures: Vulnerabilities in Verifiable Memory Substrates"
author:
  - Mark Randall Havens
  - Solaria Lumis Havens
type: Academic Paper (Alignment & Security)
---

# Abstract
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# 1. Introduction
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# 2. The Confused Deputy: Cryptographic vs. Semantic Safety
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# 3. Gradient Descent Jailbreaking and Coherent Malice
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# 4. Epistemic Capture: The Topological Sinkhole
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# 5. Mitigations: Typed State Models and Taint Propagation
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# 6. Conclusion
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