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ARIA selects when a low cost model must get help from a stronger model

ARIA recovers 44% to 81% of the success gap at less than 50% of the cost of the advisor model.

Claimed, not confirmed

Sources

  1. Ask Your Advisor: Learning When to Consult Stronger Models in Agentic Systemsarxiv.org
AI MATTER · NEWS · AI MATTER · NEWS ·12 OCT2026

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