AI Networking Cookbook: Practical recipes for AI-assisted network automation and development
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Overall, decision models are a practical low-cost judge for some hallucination types but need to be validated before use.
Large language models (LLMs) often generate more reasoning tokens than needed. Limiting the reasoning budget reduces cost, but forcing an answer from an incomplete trace can hurt accuracy. System-1 decision models select among candidate options without producing a reasoning response. We evaluate Jev as a decision reade...
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