AI Networking Cookbook: Practical recipes for AI-assisted network automation and development
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Time series agents answer analytical questions by calling external tools, and which tools they carry is decided by people before the agent runs. However, we identify two failures in this setup. Human-Agent Tool Misalignment: a library of 21 expert-curated tools helps on some tasks and hurts on others, dropping anomaly...
The evaluation of large language models (LLMs) on coding tasks has primarily focused on performance metrics such as pass@k. As LLMs continue to advance, many models now meet baseline performance requirements, reducing the discriminative power of performance-based evaluation alone. Yet a key question remains largely une...
Bazaar is introduced, a dynamic sealed-bid benchmark for multi-attribute auction under multi-attribute auction under these conditions, grounded in closed-form customer utilities, enabling exact evaluation.
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