Research Series

KAIA Research Papers

Five published papers, one mathematical track proposal, and two papers in active development. Each paper has its own page with abstract, citation information, and structured metadata for academic search engines.

Published

Language track papers

Paper 1KAIA: A Geometric Architecture for Semantic Reasoning in Resource-Constrained Environments→ Paper 2The Geometry of Semantic Opposition: Why Distributional Embeddings Resist Abstract Antonym Detection→ Paper 3Data-Driven Semantic Axes: ICA Reveals That Independent Opposition Dimensions Do Not Match Human Conceptual Categories→ Paper 4Physical Universality vs Cultural Contingency: Why Geometric Architectures Work for Physical Dimensions and Fail for Human Conceptual Categories→ Paper 5Geometric Context Modeling: Introducing a New Paradigm for Semantic Representation and a New Class of AI System→

In Development

Forthcoming papers

Math Track: Paper 1 In DevelopmentThe Mathematical Track: A Parallel Research Program in Geometric Context Modeling—
Math Track: Paper 2 In DevelopmentMathematical Geometric Context Modeling: Reasoning as Navigation in a Logically Forced Space—
Math Track: Paper 3 In DevelopmentGeometric Generation: Text and Code as Navigation Through Structured Semantic Space—