AI Networking Cookbook: Practical recipes for AI-assisted network automation and development
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Repeated multi-model OCG-PRES scoring provides reliability, validity, and diagnostic evidence for LLM-assisted short-answer scoring and supports cautious, evidence-based use as a scoring support tool rather than a replacement for human judgement.
AI systems increasingly enter organizations through policies, procedures, playbooks, prompts, and other explicit representations of work. Yet formal descriptions often differ from situated practice, and captured know-what can omit the contextual know-how experts use when judgments are uncertain. We argue that a recurri...
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