GPT Store Mining and Analysis

arXiv:2405.10210v1 Announce Type: new
Abstract: As a pivotal extension of the renowned ChatGPT, the GPT Store serves as a dynamic marketplace for various Generative Pre-trained Transformer (GPT) models, shaping the frontier of conversational AI. This paper presents an in-depth measurement study of the GPT Store, with a focus on the categorization of GPTs by topic, factors influencing GPT popularity, and the potential security risks. Our investigation starts with assessing the categorization of GPTs in the GPT Store, analyzing how they …

abstract analysis and analysis arxiv chatgpt conversational conversational ai cs.lg cs.se dynamic extension focus generative generative pre-trained transformer gpt gpts gpt store marketplace measurement mining paper pivotal store study transformer type