#design-science News & Analysis

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

2 articles

AINeutralarXiv – CS AI · 3d ago6/10

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Zhinong AI: A Design-Science Study of an AI-Enabled Agricultural Decision-Support Platform for Smallholder Production

Researchers present Zhinong AI, an integrated agricultural decision-support platform designed for smallholder farmers in China that combines image-based crop disease diagnosis, natural-language question answering, and farm management tools. The study proposes a structured research framework for validating AI agricultural systems but lacks measured field performance data, instead contributing governance guidelines for data provenance, model risk, and adoption frameworks.

AINeutralarXiv – CS AI · May 126/10

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Governing AI-Assisted Security Operations: A Design Science Framework for Operational Decision Support

Researchers propose a design science framework for governing AI-assisted security operations in high-risk environments like Security Operations Centers (SOCs), emphasizing controlled deployment before scaling. The study uses Microsoft Azure and Kusto Query Language as a technical case study, developing governance mechanisms that separate AI planning from execution while maintaining accountability, privacy, and auditability.