AI Research
Toward Governance-Aware Autonomous GIS: A Narrative Review of Ethical and Privacy Risks in LLM-Enabled GeoAI
Navigating the ethical challenges and privacy risks of LLM-integrated geospatial systems.
Geospatial artificial intelligence (GeoAI) powered by large language models (LLMs) is expanding the capacity to query, generate, and interpret spatial information through natural-language interfaces and agentic autonomous GIS workflows. This capability creates governance challeng...
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ArXiv CS.AI
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ArXiv CS.AI
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Integrating LLMs into autonomous GIS creates significant vulnerabilities regarding data privacy and the potential for weaponized spatial misinformation. Establishing robust governance frameworks is essential to ensure that AI-driven geographic analysis remains secure and ethically aligned.
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