AI Networking Cookbook: Practical recipes for AI-assisted network automation and development
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A clinician-facing AI decision-support system that combines a multi-agent CBT framework (MACBT) with a CBT-specific longitudinal memory module (CD Memory) that improves session quality and achieves a longitudinal mean of 2.29 on cross-session continuity, intervention progression, and personalization.
Findings establish recoverability as an outcome-grounded decision variable for selective supervision in OPD and show that retaining teacher-correctable prefixes provides the largest individual contribution.
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