| dc.description.abstract | ChatGPT (Chat Generative Pre-trained Transformer), developed by OpenAI, is an artificial intelligence chatbot program that has been a hot topic in the field of information technology since its launch in November 2022. It has garnered attention from Google, leading to the active development of related AI products by Google, as well as substantial investment from Microsoft, integrating GPT-4 into Bing and accelerating OpenAI′s model development and the release of more features.
Within a short period, ChatGPT has rapidly become a highly sought-after digital asset in the market, surpassing even Microsoft′s search engine Bing in popularity. The popularity of ChatGPT has led to a significant surge in traffic on the OpenAI website. In March of this year, the OpenAI website had a staggering 1.6 billion visits, reaching 920.7 million visits in early April. Analyzing the audience profile of the OpenAI website from Similarweb data, it is evident that users are predominantly interested in programming and software development.
ChatGPT is one of the popular natural language technologies, garnering substantial attention in terms of web traffic, as demonstrated by the Similarweb investigation. Consequently, its model design has gained favor among researchers and developers. This paper explores three main aspects: first, the relevant knowledge of large language models (LLMs), including NLP, BERT, Transformer, ChatGPT, GPT-4, and other literature. Second, utilizing the current popular technology ChatGPT to automatically generate recipes and establish an automatic recipe generation system. Third, discussing the ethical risks inherent in generative AI. Shortly after its emergence, ChatGPT faced opposition from some prominent figures, even calling for a temporary halt to its development. | en_US |