AI Networking Cookbook: Practical recipes for AI-assisted network automation and development
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Large language models are increasingly used to simulate how individuals respond to new situations, yet the behavioral reasoning behind these responses is either inherited from pretraining or learned from individual-level annotations, which offer limited behavioral diversity and little supervision of the reasoning itsel...
The results establish goal-conditioned state comparison as an explicit formulation of egocentric spatiotemporal reasoning for task-progress understanding as part of a unified framework for diagnosing and improving order-robust task-progress understanding.
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