Full Mind Transfer: Bandwidth vs Fidelity in Activation-Level Coordination

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

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Authors: Jeremy McEntire
DOI: 10.5281/zenodo.18843839
Cited by: 0

Abstract

Text and activation injection carry fundamentally different information. All text-based conditions cluster at RSA ~0.11 regardless of injection bandwidth. Activation injection without text achieves RSA 0.47 (4x higher). Despite 4x geometric fidelity, KL divergence similar (6.97-7.35 nats). Domain reversal: text best preserves legal, activations best preserve science. Bandwidth ceiling ~100 PCA dimensions.

Fields of Study & Subjects

Topic Modeling Domain Adaptation and Few-Shot Learning Explainable Artificial Intelligence (XAI)

Publication details

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