AI Networking Cookbook: Practical recipes for AI-assisted network automation and development
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The Persuasion Index is proposed, a taxonomy of 15 dimensions grounded in persuasion theories from psychology and communication and one transparent implementation using 55 sub-features built from lexicons and rule-based detectors.
This work systematically study repeated alignment and misalignment cycles using controlled fine-tuning loops while tracking behavioral performance, and LoRA representations throughout training, finding that both misalignment and realignment are highly sensitive to superficial dataset characteristics.
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