New paper proposes transaction-grain cost accounting for multi-agent AI systems

An arXiv paper introduces the Two-Ledger Model, a framework for tracking costs at the transaction level across multi-agent AI systems spanning clouds, LLMs, orchestration harnesses, and systems of record.

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1. 2026-11-06 05:00 · arXiv cs.AI
   The Two-Ledger Model: Transaction-Grain Cost Accounting for Multi-Agent AI Systems Across Clouds, Models, and Systems of Record