AI Networking Cookbook: Practical recipes for AI-assisted network automation and development
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This work proposes Hard-Origin Adaptively Softened Memory (HasMem), a framework for Frozen hard-prompt embeddings that provides a verifiable initial state for reuse of past interactions in text-based memory and context compression.
Judicial judgments are increasingly available, yet dense language and distributed relationships among facts, evidence, reasoning, and rulings remain difficult for non-experts to interpret. Through a mixed-methods formative study with Chinese non-expert readers (survey N=34; interviews N=6), we identified structural, in...
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