#structured-ai News & Analysis

2 articles tagged with #structured-ai. AI-curated summaries with sentiment analysis and key takeaways from 50+ sources.

2 articles

AIBullisharXiv – CS AI · May 17/10

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Collaborative Agent Reasoning Engineering (CARE): A Three-Party Design Methodology for Systematically Engineering AI Agents with Subject Matter Experts, Developers, and Helper Agents

Researchers introduce CARE, a systematic methodology for engineering LLM-based agents in scientific domains through collaboration between subject-matter experts, developers, and AI helper agents. The approach replaces ad-hoc development with stage-gated phases and reusable artifacts, demonstrating measurable improvements in development efficiency and performance on complex queries.

AINeutralarXiv – CS AI · Jun 26/10

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MOSAIC: Modular Orchestration for Structured Agentic Intelligence and Composition

Researchers introduce MOSAIC, a structured agentic framework that automates data science model selection by combining LLM flexibility with systematic verification. Unlike traditional AutoML systems or unstructured LLM agents, MOSAIC creates intermediate 'blueprints' that ground decisions in retrieved evidence and execution feedback, improving task performance and decision traceability.