✨Beyond Static Tools: Test-Time Tool Evolution for Scientific Reasoning
📝 Summary:
Existing AI agents for science struggle with static tool libraries. This paper introduces Test-Time Tool Evolution TTE, a new method allowing agents to dynamically create, verify, and evolve tools during inference. TTE achieves state-of-the-art performance and adapts tools across domains.
🔹 Publication Date: Published on Jan 12
🔹 Paper Links:
• arXiv Page: https://arxiv.org/abs/2601.07641
• PDF: https://arxiv.org/pdf/2601.07641
• Github: https://github.com/lujiaxuan0520/Test-Time-Tool-Evol
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For more data science resources:
✓ https://xn--r1a.website/DataScienceT
#AI #ScientificReasoning #ToolEvolution #AgentAI #AIResearch
📝 Summary:
Existing AI agents for science struggle with static tool libraries. This paper introduces Test-Time Tool Evolution TTE, a new method allowing agents to dynamically create, verify, and evolve tools during inference. TTE achieves state-of-the-art performance and adapts tools across domains.
🔹 Publication Date: Published on Jan 12
🔹 Paper Links:
• arXiv Page: https://arxiv.org/abs/2601.07641
• PDF: https://arxiv.org/pdf/2601.07641
• Github: https://github.com/lujiaxuan0520/Test-Time-Tool-Evol
==================================
For more data science resources:
✓ https://xn--r1a.website/DataScienceT
#AI #ScientificReasoning #ToolEvolution #AgentAI #AIResearch