arXiv Artificial Intelligence

Fault-Tolerant Budget Conservation in Distributed Multi-Agent Delegation

2 hours ago 02.10.2026 07:00 👁 2 views
Fault-Tolerant Budget Conservation in Distributed Multi-Agent Delegation

Quick summary

arXiv:2610.00349v1 Announce Type: new Abstract: 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 complete after timeout, messages repeat, branches partition, or DAG joins alias one lineage. We formalize fault-tolerant budget conservation for distributed multi-agent delegation. Budgets are quantized resource vectors represented by exclusive escrow credits that move thr

Key takeaways

  • arXiv:2610.00349v1 Announce Type: new Abstract: 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 complete after timeout, messages repeat, branches partition, or DAG joins alias one lineage.
  • We formalize fault-tolerant budget conservation for distributed multi-agent delegation.

Why it matters

The importance of “Fault-Tolerant Budget Conservation in Distributed Multi-Agent Delegation” will be measured by what changes in practice. User behavior, access conditions, verifiable performance and responsible-use outcomes are the signals worth following.

Kaynak sitede devamını oku: arXiv Artificial Intelligence ↗