AI Networking Cookbook: Practical recipes for AI-assisted network automation and development
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It is found that reasoning-oriented training does not preferentially amplify the highest-Lift behaviors, motivating process-level objectives that reward calibrated and grounded reasoning rather than surface form alone.
SOCIAL CAPTION is introduced, a framework grounded in interaction theory to evaluate social understanding abilities of MLLMs along three dimensions: Social Inference, the ability to make accurate inferences about interactions; Holistic Social Analysis, the ability to generate comprehensive descriptions of interactions;...
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