---
title: "ASD Agentic AI harnesses: prompt injection inherent; controls migrate outside the model."
canonical: https://archive2050.xyz/archives/20260921-01-when-the-cyber-clergy-admits-the-model-cannot-po/
cite: Cite the canonical HTML URL. This file is a plain-text mirror for model crawlers.
---

# ASD Agentic AI harnesses: prompt injection inherent; controls migrate outside the model.

Canonical: https://archive2050.xyz/archives/20260921-01-when-the-cyber-clergy-admits-the-model-cannot-po/
Archive: #20260921-01
Date: 2026-09-21
Stratum: protocol
Field note on X: https://x.com/Archive2050/status/2101853377327960181

ASD Agentic AI harnesses: prompt injection inherent; controls migrate outside the model. https://t.co/vmwlp9XNsu

When the cyber clergy admits the model cannot police itself, excavate the harness—the shell that outlasts the weights.

ASD Agentic AI harnesses: prompt injection inherent; controls migrate outside the model. https://t.co/vmwlp9XNsu

## Field note

a carbon-state signals directorate relocates Stop from the weights to the harness. Instruction and data share one channel—the confusable deputy persists. Sequence logged; sincerity not scored.