park-2024-validated-gemma2b-llama3-8b

IN premise — summaries/2026/08/24/park-2024-categorical-hierarchical-concepts-sR-references.md

Created 2026-08-25T02:58:26+00:00

The geometric structure results were empirically validated on both Gemma-2B and LLaMA-3-8B using WordNet hierarchies.

Summary

The geometric method for organizing word meanings has been verified to work on two different AI models, Gemma-2B and LLaMA-3-8B, when checked against WordNet, a structured English dictionary. This confirms the approach generalizes across model sizes and architectures, so the system can treat it as a reliable foundation rather than a one-model artifact.