This paper quietly destroys one of the most repeated myths in AI: that bigger models are always better for agents. The researchers took a 350M-parameter model and fine-tune it specifically for agentic tool calling. Not chatting. Not creativity. Just one job: pick the right tool,
Research Challenges Scaling Myths for AI Agent Tool Calling
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