AI Networking Cookbook: Practical recipes for AI-assisted network automation and development
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Together, these results show that VLMs systematically mischaracterize how their predictions depend on available and missing evidence, motivating executable interventions as a behavioral test of multimodal self-explanations.
Through NeuReasoner as a modular, interpretable, theory-grounded elicitation instrument, this work empirically map where reasoning elicitation succeeds and fails, beyond the mathematical and coding benchmarks where prior claims have rested.
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