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News/Evoflux: Inference-Time Evolution of Executable Tool Workflows for Compact Agents
arxiv
PublishedJune 12, 2026 at 4:00 AM
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Evoflux: Inference-Time Evolution of Executable Tool Workflows for Compact Agents

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arXiv:2606.12674v1 Announce Type: new Abstract: Compact language models (LMs) reduce cost, latency, and deployment risk for tool agents. Yet MCP-style tool use requires more than isolated function calling: an agent must discover tools from live catalogs, satisfy schemas, preserve dependencies across

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