Recently, the Genius agent developed by the Verses team achieved remarkable results in the classic game Pong, surpassing top human players and other AI models using only 10% of the data and 2 hours of training time. This breakthrough marks a new milestone in AI technology and indicates the future direction of intelligent agents. The success of the Genius agent is attributed to its unique design philosophy. Compared to traditional large models, the size of Genius is only a fraction of that of SOTA models.