Core Viewpoint - Recently, Zhiyuan Innovation (Shanghai) Technology Co., Ltd. applied for a patent for "model training methods, robots, electronic devices, and media," which aims to enhance the efficiency of model training [1] Group 1 - The patent application includes a technical solution that can improve the training efficiency of models [1]

Group 1 - The State Intellectual Property Office of China has granted a patent to China Mobile (Suzhou) Software Technology Co., Ltd. and China Mobile Communications Group Co., Ltd. for a technology related to "model training methods, container preheating methods, devices, and electronic equipment" with the announcement number CN120850052B, applied on September 2025 [1] - China Mobile (Suzhou) Software Technology Co., Ltd. was established in 2014, located in Suzhou, and primarily engages in software and information technology services, with a registered capital of 317.2 million RMB [1] - The company has participated in 5,000 bidding projects, holds 112 trademark records, and has 2,717 patent records, along with 28 administrative licenses [1] Group 2 - China Mobile Communications Group Co., Ltd. was founded in 1999, based in Beijing, and focuses on telecommunications, broadcasting, and satellite transmission services, with a registered capital of 30 billion RMB [1] - The company has invested in 55 enterprises, participated in 5,000 bidding projects, holds 2,206 trademark records, and has 5,000 patent records, along with 50 administrative licenses [1]

Core Insights - Shanghai Pudong Development Bank Co., Ltd. has obtained a patent for "model training methods, information classification methods, devices, equipment, and storage media," with the authorization announcement number CN115310443B and an application date of September 2022 [1] Company Overview - Shanghai Pudong Development Bank Co., Ltd. was established in 1992 and is located in Shanghai, primarily engaged in monetary financial services [1] - The company has a registered capital of 2,935,208.0397 million RMB [1] Investment and Operations - The company has invested in 43 enterprises and participated in 5,000 bidding projects [1] - It holds 543 trademark information records and 1,073 patent information records [1] - Additionally, the company possesses 172 administrative licenses [1]

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 - The core point of the article is that the Industrial and Commercial Bank of China (ICBC) has obtained a patent for a "model training method, standard format document generation method, and device," with the authorization announcement number CN116484223B and an application date of April 2023 [1] - ICBC was established in 1985 and is located in Beijing, primarily engaged in monetary financial services [1] - The registered capital of ICBC is approximately 35.64 billion RMB [1] Group 2 - According to data analysis from Tianyancha, ICBC has invested in 28 enterprises and participated in 5,000 bidding projects [1] - The bank has 965 trademark information entries and 5,000 patent information entries, along with 79 administrative licenses [1]

Group 1 - The core point of the news is that China National Petroleum Corporation (CNPC) has applied for a patent related to model training methods and VSP wavefield separation methods, indicating a focus on enhancing oil and gas exploration technologies [1] - The patent application, published as CN121303232A, was filed on July 2024 and aims to utilize deep learning techniques for high-precision VSP wavefield separation [1] - The method involves constructing a deep sparse autoencoder network to process VSP sample data, enabling the separation of different wavefields based on gradient features [1] Group 2 - CNPC was established in 1999 and is primarily engaged in oil and gas extraction, with a registered capital of approximately 18.3 billion RMB [2] - The company has made investments in 1,296 enterprises and participated in 443 bidding projects, showcasing its extensive involvement in the industry [2] - CNPC holds 5000 patent records and 38 trademark information entries, along with 168 administrative licenses, reflecting its active innovation and regulatory compliance [2]

Group 1 - Tencent Technology (Shenzhen) Co., Ltd. has applied for a patent titled "Model Training Method, Recommendation Method, Device, Electronic Equipment, Computer Program Product, and Computer-Readable Storage Medium" with publication number CN120524221A, filed on February 2024 [1] - The patent application describes a method that includes obtaining a recommendation model to be trained, multiple training samples, and their label information, followed by feature mapping of each training sample to obtain embedding vectors [1] - The method involves feature fusion mapping of first and second click message sequences using a shared dynamic embedding table to derive fused embedding vectors, which are then used to train the recommendation model [1] Group 2 - Tencent Technology (Shenzhen) Co., Ltd. was established in 2000 and is primarily engaged in software and information technology services, with a registered capital of 2 million USD [2] - The company has invested in 15 enterprises, participated in 264 bidding projects, and holds 5000 trademark and patent information records, along with 535 administrative licenses [2]

Group 1 - The State Intellectual Property Office of China has granted a patent to Beijing Xiaomi Mobile Software Co., Ltd. and Beijing Xiaomi Pinecone Electronics Co., Ltd. for a technology related to "user behavior prediction methods, model training methods, electronic devices, and storage media" [1] - Beijing Xiaomi Mobile Software Co., Ltd. was established in 2012, has a registered capital of 148.8 million RMB, and has participated in 139 bidding projects, with a total of 5000 patent records [1] - Beijing Xiaomi Pinecone Electronics Co., Ltd. was founded in 2014, has a registered capital of 25 million RMB, and holds 15 trademark records and 1046 patent records [1]

Group 1 - The core point of the article is that Tencent Technology (Shenzhen) Co., Ltd. has obtained a patent for a data processing method, model training method, system, and storage medium, with the patent number CN113570398B, applied for on February 2021 [1] - Tencent Technology was established in 2000 and is primarily engaged in software and information technology services, with a registered capital of 2 million USD [1] - The company has invested in 15 enterprises and participated in 264 bidding projects, holding 5000 trademark records and 5000 patent records, along with 537 administrative licenses [1]

Core Insights - Tencent Technology (Shenzhen) Co., Ltd. has applied for a patent titled "Model Training Method, Information Delivery Method, Device, Equipment, and Medium," with publication number CN120430833A, filed on February 2024 [1] - The patent describes a method that involves obtaining positive samples, negative samples, and unlabeled samples, which are used to train a label prediction model and a delivery prediction model [1] Company Overview - Tencent Technology (Shenzhen) Co., Ltd. was established in 2000 and is located in Shenzhen, primarily engaged in software and information technology services [1] - The company has a registered capital of 2 million USD and has invested in 15 enterprises, participated in 263 bidding projects, and holds 5000 trademark records and 5000 patent records [1] - Additionally, the company possesses 527 administrative licenses [1]