Author

Brian N. Hilton

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#artificial intelligence Preprint Oct 2026

ANASSA: From High-Level Framework to Low-Level Architecture for Spatial Agentic AI

Agentic AI systems operating over geospatial data require more than autonomous reasoning and tool use; they must also support explicit orchestration, spatial validation, governance, provenance, failure handling, and human decision authority. Prior work introduced ANASSA, an agentic AI orchestration framework for spatia...

Constantinos Papantoniou, Brian N. Hilton · 0 citations

#artificial intelligence Review Sep 2026

ANASSA: An Agentic AI Orchestration Framework for Spatial Intelligence

The emergence of large language models (LLMs) and large multimodal models (LMMs) has enabled a new class of agentic systems capable of integrating natural language understanding with tool-based execution. In geographic information systems (GIS), this shift is transforming traditional, expert-driven workflows into semia...

Constantinos Papantoniou, Brian N. Hilton · 0 citations