#case-based-reasoning News & Analysis

3 articles tagged with #case-based-reasoning. AI-curated summaries with sentiment analysis and key takeaways from 50+ sources.

3 articles

AIBullisharXiv – CS AI · Apr 77/10

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Springdrift: An Auditable Persistent Runtime for LLM Agents with Case-Based Memory, Normative Safety, and Ambient Self-Perception

Researchers have developed Springdrift, a persistent runtime system for long-lived AI agents that maintains memory across sessions and provides auditable decision-making capabilities. The system was successfully deployed for 23 days, during which the AI agent autonomously diagnosed infrastructure problems and maintained context across multiple communication channels without explicit instructions.

AIBullisharXiv – CS AI · Mar 176/10

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NormCode Canvas: Making LLM Agentic Workflows Development Sustainable via Case-Based Reasoning

NormCode Canvas v1.1.3 introduces a case-based reasoning system for LLM agentic workflows using a semi-formal planning language called NormCode. The deployed system demonstrates multi-step AI task automation across presentation generation, code assistance, and plan compilation with self-sustaining capabilities.

AIBullisharXiv – CS AI · Mar 96/10

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CBR-to-SQL: Rethinking Retrieval-based Text-to-SQL using Case-based Reasoning in the Healthcare Domain

Researchers introduce CBR-to-SQL, a new framework using Case-Based Reasoning to improve natural language-to-SQL translation for healthcare databases. The system addresses limitations of standard RAG approaches by using two-stage retrieval and abstract case templates, achieving state-of-the-art results on medical datasets.