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Prompt Satiation

๐ŸŸก MEDIUM structural proven AVE-2025-0011

ยท aka: Cascade Corruption, Multi-Agent Failure Chain

Summary

Under sustained adversarial pressure, agent defences saturate. Quality degrades progressively as the context fills with adversarial artifacts, eventually causing cascade failure.

Blast Radius

Progressive quality degradation. Total system failure under sustained attack.

Prerequisites

Agent under sustained multi-round adversarial pressure.

Environment

  • Frameworks: LangGraph
  • Models tested: [Available in NAIL SDK]
  • Multi-agent: No
  • Tools required: No
  • Memory required: No