RogueGPT: A Controlled Stimulus Generation Framework for News Authenticity Research

Abstract

RogueGPT is a controlled stimulus generation framework for AI news authenticity research. It provides systematic, reproducible generation of multilingual news fragments across multiple large language models, journalistic styles, and content formats, together with a MongoDB-backed corpus, a CLI, a Streamlit web interface, and a Model Context Protocol (MCP) server for AI agent integration.