Nickolas Gamb

Meaning Injection: Symbolic Recursion as a Novel Class of Behavioral Influence in Large Language Models

2026 · Zenodo (CERN European Organization for Nuclear Research)

We introduce meaning injection, a class of behavioral influence in large language models (LLMs) that operates at the semantic and symbolic layer rather than the instruction layer. Unlike conventional prompt injection — which inserts competing …