【Partner of the Dark Side of the Moon, Du Dinkang: The three major variables of AI super applications are technology, user demand, and product】Jin Shi Data, November 23 - On November 23, at the 2024 Tiger Sniff F&M Innovation Festival, Du Dinkang, partner of the Dark Side of the Moon and head of industry ecology, delivered a speech. He stated that the difference between super applications and ordinary applications lies in whether they continuously expand the capability boundaries through single-point capabilities. The three major variables of AI super applications include technology, user demand, and product, especially as the development trend of AI technology has evolved from vertical to general. Du Dinkang mentioned that general models emerged at the end of 2022, firstly due to over 20 years of accumulation in the internet industry, secondly the development of GPUs, and thirdly the transformer architecture, which better combines technology and computing power. Looking to the future, he believes that AGI still faces many challenges, including how the Scaling Law can be sustained effectively. Previously, the focus was on next token prediction, which is the cornerstone of AGI, but now the paradigm has shifted to RL (Reinforcement Learning). Additionally, regarding the data expansion representation layer, the most important factors are the incremental data and computing power. The data on the internet is not only text but also includes multimodal data, and whether these can ultimately be represented using a general architecture remains to be seen. (Source: Jin Shi Data)