AINeutralarXiv – CS AI · 10h ago6/10
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CodeClinic: Evaluating Automation of Coding Skills for Clinical Reasoning Agents
CodeClinic introduces a benchmark for evaluating whether large language model agents can autonomously generate clinical skills rather than relying on pre-built tool libraries. The research demonstrates that an offline autoformalization pipeline converting clinical guidelines into Python libraries improves consistency and reduces token usage by 40% compared to zero-shot code generation.