Clay: A Geometric and Topological Framework for Universal Knowledge Representation
Year: 2025
Type: article
Abstract: We introduce a mathematical framework for the Clay architecture, a universal, first-principles model for knowledge representation. Leveraging topology, vector calculus, and geometric graph theory, we demonstrate a system that builds an internal, verifiable model of a knowledge domain’s structure, moving beyond statistical correlation. This work is not presented as a finished product, but as an invitation—a call to explore a new foundation for AI built on architectural elegance, mathematical transparency, and verifiable understanding.
Author: Antunes, Roberto Marco
Language: English
Subfield: Artificial Intelligence
Field: Computer Science
Domain: Physical Sciences
Open Access status: green
OpenAlex ID: W7091636091
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