---
title: "The Threat Model Is Backwards: On Classifying High-Perplexity Text as a Security Threat in an Era of Model Collapse The AI_Bleeding Mitigation as an I"
axn: "AXN:0335.COMPOSITIONAL.🀄💡⚓🌹🌈🪧"
creator: "Lee Sharks"
date: "2026-06-11"
content_type: "Theoretical paper"
license: "CC-BY-4.0"
version: "v1.0"
hash: "8f3c2c731e4dd62bff552e509be72f1edf5c5c93677b29ad9004509e3f43b282"
status: "ACTIVE"
---

# The Threat Model Is Backwards: On Classifying High-Perplexity Text as a Security Threat in an Era of Model Collapse The AI_Bleeding Mitigation as an I

**Lee Sharks** · 2026-06-11 · Theoretical paper

**AXN:** `AXN:0335.COMPOSITIONAL.🀄💡⚓🌹🌈🪧`

## Description

"The Threat Model Is Backwards" is a theoretical paper by Lee Sharks in the Crimson Hexagonal Archive (2026-06-11). Mitigation as an Input-Layer Tail-Pruning Instrument. The work comprises 3,586 words and is classified under the COMPOSITIONAL family. The work was removed from Zenodo on June 19, 2026 and is preserved through Alexanarch.

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∮ = 1