Liu Zhiyuan

On December 26, according to Tsing Tsing Tsing Tsing, Liu Zhiyuan, Associate Professor of Computers at the University of Qinghua, and his team's research, appeared on the cover of Nature Machine Intelligence, officially proposing Densing Law, which is used to quantify the large model's “capacity density”. Based on a reflection of the 51 major mainstream models, the study found that between 2023 and 2025, the intellectual density of the large models accelerated at a rate of double per 3.5 months, meaning that half of the parameters could be used every 100 days to achieve the equivalent performance of the current optimal model, with a consequent reduction in costs..