TUMIX: Multi-Agent Test-Time Scaling with Tool-Use Mixture

While integrating tools like Code Interpreter and Search has significantly enhanced Large Language Model (LLM) reasoning in models like ChatGPT Agent and Gemini-Pro, practical guidance on optimal tool use is lacking. The...

Leo Parker
· 1 min read
TUMIX: Multi-Agent Test-Time Scaling with Tool-Use Mixture

TUMIX: Multi-Agent Test-Time Scaling with Tool-Use Mixture

Original article: https://arxiv.org/abs/2510.01279v1

While integrating tools like Code Interpreter and Search has significantly enhanced Large Language Model (LLM) reasoning in models like ChatGPT Agent and Gemini-Pro, practical guidance on optimal tool use is lacking. The...

TUMIX: Multi-Agent Test-Time Scaling with Tool-Use Mixture

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