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ResearchOctober 8, 2026

When the Governor Becomes the Disturbance: Control-Generated Disturbance and Cost-Aware Backoff in Governed Tool-Using Agents

Supervisory governors can interfere with the tool-using agents they regulate. We study this possibility in a controlled file-recovery environment where increases in regulatory intensity trigger experimentally imposed tool failures. A cost-blind governor can turn these failures…

Veronique Ziegler·arXiv — cs.AI
Original Source
Key Takeaways
  • 01.Supervisory governors can interfere with the tool-using agents they regulate
  • 02.We study this possibility in a controlled file-recovery environment where increases in regulatory intensity trigger experimentally imposed tool failures
  • 03.A cost-blind governor can turn these failures…

This material is provided as an extended analytical summary.

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Aggregated within AI Qazaqstan national intelligence stream with author attribution.

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