Antalouzia Bianka Alexandra Elliott

Semantic Ecosystems: A Data-Centric Framework for Observing Corpus Geometry

2026 · Open MIND

Report series: Ixnos Research Reports Report number: IRR-003 This paper proposes a geometric framework for reasoning about training data in generative AI systems. Rather than treating training corpora as static collections of documents, the framework …