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arXiv — cs.AI

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Fault-Tolerant Budget Conservation in Distributed Multi-Agent Delegation

Resource limits are becoming an authorization boundary for AI agents that delegate work across concurrent and failure-prone workers. Parent-child allocation constraints, affine objects, and distributed escrow do not by themselves prevent overspend when replies are lost, effects…

arXiv — cs.AIBy: Genliang Zhu, Chu WangOctober 2, 2026 (Oct 2)
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AI Summary & Key Takeaways

  • Resource limits are becoming an authorization boundary for AI agents that delegate work across concurrent and failure-prone workers
  • Parent-child allocation constraints, affine objects, and distributed escrow do not by themselves prevent overspend when replies are lost, effects…
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Fault-Tolerant Budget Conservation in Distributed Multi-Agent Delegation

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