GPT in Sheep's Clothing: The Risk of Customized GPTs

Generative artificial intelligence (GenAI) models are a type of deep learning neural network model capable of learning from large datasets and generating new content from a given context. They represent a significant leap in the ability of the artificial intelligence (AI) field to not just interpret data but also to create something new, including text, images, videos, code, and sound [2]. Large language models (LLMs) are a type of GenAI model designed to understand and generate natural language. The market for LLMs is estimated to reach 40.8 billion USD by 2029, up from 10.5 billion USD in 2022 [10]. Organizations are currently competing to develop the most sophisticated LLM capable of mimicking human-like conversations and tasks. This has led to the creation of models such as OpenAI's ChatGPT,