AINeutralarXiv – CS AI · 15h ago6/10
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ContextGuard: Structured Self-Auditing for Context Learning in Language Models
Researchers introduce ContextGuard, a self-auditing framework that addresses a critical gap in large language model performance: the inability to faithfully apply complex contextual knowledge despite strong reasoning capabilities. The system identifies and corrects failures where models miss peripheral, persistent, or format-sensitive requirements while following main reasoning paths.