Group 1 - The core point of the article is that Zhiyuan Innovation (Shanghai) Technology Co., Ltd. has applied for a patent related to artificial intelligence, specifically focusing on robot control methods and model training methods [1] - The patent involves a method that enhances the precision of robot control by extracting features from scene images and robot control instructions, resulting in improved action prediction for robots [1] Group 2 - The AI ETF (Product Code: 515070) tracks the China Securities Artificial Intelligence Theme Index, with a recent five-day change of +4.64% and a price-to-earnings ratio of 62.42 times, showing a net subscription of 24.19 million yuan [3] - The Gaming ETF (Product Code: 159869) tracks the China Securities Animation and Gaming Index, with a recent five-day change of +6.79% and a price-to-earnings ratio of 42.53 times, experiencing a net redemption of 170 million yuan [4] - The Robotics ETF (Product Code: 562500) tracks the China Securities Robotics Index, with a recent five-day change of +2.94% and a price-to-earnings ratio of 71.71 times, showing a net subscription of 170 million yuan [5]

Group 1 - Shenzhen Youbixuan Technology Co., Ltd. has obtained a patent titled "Robot Control Method, Robot Control Device, Robot and Storage Medium," with authorization announcement number CN116224994B, applied for on December 2022 [1] - Shenzhen Youbihang Technology Co., Ltd., established in 2021, is primarily engaged in software and information technology services, with a registered capital of 50 million RMB and holds 116 patents [1] - Shenzhen Youbixuan Technology Co., Ltd., founded in 2012, focuses on professional technical services, has a registered capital of approximately 471.93 million RMB, and has invested in 98 companies, participated in 391 bidding projects, and holds 3,629 patents [1]

Group 1 - The core viewpoint of the article is that Guangzhou Xiaopeng Motors Technology Co., Ltd. has applied for a patent related to a robot control method that aims to achieve a balance between precision and flexibility in robot control [1] Group 2 - The patent application includes a method for controlling a robot that involves obtaining speed control instructions and action data of a reference object, where the speed control instructions are used to manage the movement of the robot's lower limbs and waist [1] - The method also determines the actions to be executed by the robot's upper limbs based on the action data, addressing the technical challenge of simultaneously ensuring control precision and responsive flexibility in robot control [1]