Generative Artificial Intelligence (AI) utilizing Large Language Models (LLMs) has revolutionized multiple industries since its widespread availability in the early 2020s. Harnessing deep neural network systems, these models synthesize data and generate various creative outputs such as images, texts, and music. However, despite their immense commercial potential, LLMs have largely remained controlled by a handful of tech giants, such as OpenAI and Google.

Our examination-orientated education system has been around since the time of China’s Imperial Examination — or even earlier. Knowledge...