Ensemble Gravity: Coordination Through Contextual Priming vs. Activation-Level Transmission

Zenodo (CERN European Organization for Nuclear Research) 2026 Open access

Read full text
Authors: Jeremy McEntire
DOI: 10.5281/zenodo.18843843
Cited by: 0

Abstract

Priming selection closes 48.9% of the coordination gap between neutral and expert. Shared vocabulary induction closes 19.5%. Activation injection closes 9.1%. Socratic scaffolding worsens by 19.9%. Priming selection outperforms injection by 5.4x. Achieves 86% gap closure for medical/science, 22-27% for legal/code. Mechanism is processing style alignment (15.6% domain match rate), not domain matching.

Fields of Study & Subjects

Topic Modeling Natural Language Processing Techniques Domain Adaptation and Few-Shot Learning

Publication details

Journal / source
Zenodo (CERN European Organization for Nuclear Research)
Publication date
2 March 2026
Language
EN