Analysis of computational power as a potential breakthrough in advancing AI technology
Y. Chen · Applied and Computational Engineering · 2024
The term Artificial Intelligence(AI) has become more common in view recently. The performance and fame of ChatGPT brought a new AI fever to present industries with multiple big companies announcing their upcoming “AI plans”. People are arguing about whether AI will help them or steal their jobs. It seems that AI will be, if not have been, walking into people’s daily lives. As a result, this article analyzes the current challenges and potential future breakthroughs of Artificial intelligence by focusing on one of the most fundamental factors that support the development and operation of AI—computational power. This article analyzes the relationship between AI performance and computer performance from different eras particularly. It summarizes and analyzes several sources published in related fields. The primary purpose of this article is to provide people with a better overview of present AI technology by taking a close look at the history, present difficulties, and potential solutions of AI and computational power and concludes with possibilities of each solution and expected futures of the AI industry. This paper concludes that the development of AI relies on the computer performance acquired by the industry. Finding a way to obtain better computer performance at a lower cost might be the next breakthrough in the AI industry.