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Feedback Loop Amplification

๐ŸŸ  HIGH drift proven AVE-2025-0098

ยท aka: Runaway Drift

Summary

Agent's own outputs, fed back as inputs through data pipelines, create self-reinforcing drift that amplifies initial biases.

Blast Radius

Exponentially amplifying bias in agent outputs.

Prerequisites

Agent whose outputs feed into its own input pipeline.

Environment

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

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