Reflections on
LLMs.

Introducing GEON: A Semantic Format for LLM-Native Spatial Intelligence

A new text-based geospatial notation that bridges machine-optimised GIS formats and human-readable place descriptions for large language model reasoning

Coordinate arrays tell an LLM where a place is, but nothing about what it is, how it feels, or how people experience it. GEON is a new text-based format that encodes semantic richness alongside geometry — designed for human comprehension and LLM reasoning.