AI Networking Cookbook: Practical recipes for AI-assisted network automation and development
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FAIRLENS shows that fair high-stakes VLM behavior requires similar treatment across groups and refusal to infer high-stakes attributes from appearance, and its question suite transfers to any face corpus with demographic annotations.
DiagFlowBench is introduced, a dataset of 50 industrial diagnostic flowcharts from a consumer manufacturer converted into 1,676 multi-turn conversations that contrast compliant with off-procedure utterances that reveals high variability in abstention rates.
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