AI Networking Cookbook: Practical recipes for AI-assisted network automation and development
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SAPO, a segment-level APO method that decomposes prompts into role, context, tasks, and output format, then applies targeted improvements based on top-5 and bottom-5 examples, achieves the best average score against Zero-shot and strong APO baselines.
EmoMed is a multimodal medical consultation agent that adapts its responses based on users' emotional states while maintaining clinical accuracy, demonstrating that emotionally adaptive responses consistently outperform neutral baseline across evaluation dimensions, without compromising clinical accuracy.
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