Google’s new framework helps AI agents spend their compute and tool budget more wisely

VentureBeat — AIFriday, December 12, 2025 at 12:00:00 AM
Google’s new framework helps AI agents spend their compute and tool budget more wisely
  • Researchers at Google and UC Santa Barbara have developed a new framework that enhances the efficiency of AI agents in utilizing their compute and tool budgets. This framework includes techniques such as the 'Budget Tracker' and 'Budget Aware Test-time Scaling,' which help agents manage their reasoning and tool-use allowances effectively.
  • This development is significant for Google as it allows enterprise leaders and developers to deploy AI agents more effectively, minimizing unpredictable costs and improving the return on compute investments, thereby enhancing operational efficiency.
  • The introduction of budget-aware scaling techniques reflects a broader trend in AI development, where the focus is shifting from merely improving model intelligence to optimizing cost and performance. This aligns with Google's ongoing efforts to enhance AI capabilities, as seen in their recent launches of the Gemini 3 model and the FACTS benchmark for measuring AI accuracy.
— via World Pulse Now AI Editorial System

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