PaperAgent
PaperAgent
Dec 22, 2025 · Artificial Intelligence

Can Budget‑Aware Tool Use Unlock Scalable AI Agents? A Deep Dive

This article analyzes recent Google research on test‑time scaling and agentization, introducing budget‑aware tool use and the BATS framework, presenting experimental results across 180 configurations, uncovering scaling laws, and offering a predictive model for optimal multi‑agent architectures.

AI agentsBATS frameworkLLM Tool Use
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Can Budget‑Aware Tool Use Unlock Scalable AI Agents? A Deep Dive