The Hidden Cost Behind ChatGPT's Transformer Architecture

ChatGPT's remarkable capabilities are powered by the transformer architecture, a breakthrough in AI design that enables processing vast amounts of text. However, this innovation comes with a significant drawback: the computational and energy costs are enormous. Each query requires extensive processing, raising concerns about sustainability. While transformers have revolutionized natural language processing, their environmental impact is a growing issue that the industry must address.