Decodable But Not Detachable: Training Data Granularity Determines Parametric Modularity in Large Language Models

Marcus Armstrong, Navid Ayoobi, Arjun Mukherjee

Do large language models contain domain-specific parametric shells: concentrated, causally necessary neuron populations whose removal selectively degrades a target domain while spa…