arXiv Artificial Intelligence

ROUTEAUDIT: Interaction-Aware Identification for Budgeted Multi-Verifier Routing

1 hour ago 05.10.2026 07:00 👁 1 views
ROUTEAUDIT: Interaction-Aware Identification for Budgeted Multi-Verifier Routing

Quick summary

arXiv:2610.02808v1 Announce Type: new Abstract: Adaptive multi-verifier systems are commonly compared through endpoint quality-cost gaps, even when the verifier catalog, availability, accounting, information filtration, or scorer changes with the policy. We formulate verifier routing as a contract-conditioned identification problem. The contract records request support, verifier catalog, realized availability, resource accounting, online filtration, and post-trace scoring; a matched route contrast changes only the policy coordinate. ROUTEAUDIT adds three measurable objects to this contract. A

Key takeaways

  • arXiv:2610.02808v1 Announce Type: new Abstract: Adaptive multi-verifier systems are commonly compared through endpoint quality-cost gaps, even when the verifier catalog, availability, accounting, information filtration, or scorer changes with the policy.
  • We formulate verifier routing as a contract-conditioned identification problem.
  • The contract records request support, verifier catalog, realized availability, resource accounting, online filtration, and post-trace scoring; a matched route contrast changes only the policy coordinate.

Why it matters

The significance is not only the legal text but how it changes product design. Decisions around “ROUTEAUDIT: Interaction-Aware Identification for Budgeted Multi-Verifier Routing” may reshape data collection, model training, output accountability and market access.

Kaynak sitede devamını oku: arXiv Artificial Intelligence ↗