K-CARE: A New Framework Grounds LLMs in External Knowledge to Fix
Dev.to AI
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Generative AI
Data Science
Key Takeaways K-CARE combines Symmetrical Contextual Anchoring (behavior data) and Analogical Prototype Reasoning (expert examples) to resolve e-commerce search relevance issues that pure LLM reasoning can't fix. Proven in offline and online A/B tests on a leading platform. What Happened A new paper from researchers (likely at a major e-commerce platform