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DeepSeek affiliate company publicly disclosed a patent for deploying large language models, innovatively utilizing a distributed architecture: deploying the prefill and decode stages on high-performance computing and large-memory machines respectively. This method balances the load, reduces computational idle time, significantly lowering latency and increasing throughput. The patent highlights optimizations in system scalability and fault tolerance. Its MoE language model, DeepSeek-V3, has 671 billion parameters, with 37 billion parameters activated per token, which will promote the practical application of AI technology across industries. The core breakthrough lies in combining hardware resources effectively.

Ziyuan Robotics patented a training method for robot motion control models. It optimizes parameters by comparing actual and expected contact sequences, using swing excitation values. Expected sequences are derived from phase variables and gait mapping, improving motion precision and stability.....

A deep dive into how Eureka AI addresses three major pain points in R&D - information overload, innovation bottlenecks, and evaluation difficulties - through core features such as a technical Q&A assistant and TRIZ theory innovation. It provides end-to-end AI support solutions from concept to implementation.

A comprehensive analysis of the core functions of Patsnap's Eureka AI Agent, including creative generation, feasibility validation, intellectual property protection, and material R&D acceleration capabilities, to understand how AI can increase R&D efficiency by 3-5 times.

This article provides a comprehensive review of the innovation acceleration features of Patsnap's Eureka AI Agent, covering core capabilities such as creative generation, patent search, and cross-domain analysis, revealing how AI is transforming enterprise R&D processes.

Recently, global entertainment giants Disney and Universal Pictures have filed a copyright lawsuit against artificial intelligence company Midjourney, marking the first official legal dispute involving generative artificial intelligence for major Hollywood companies, drawing global attention. According to reports by CCTV, the two companies pointed out in their 110-page complaint that Midjourney allegedly illegally used its massive copyright library to generate and spread a large number of unauthorized copies of well-known characters, including characters from 'Star Wars,' 'Minions,' 'Shrek,' 'Frozen,' etc.

According to the State Intellectual Property Office of China, China now holds the largest number of global AI patents, accounting for 60% of the total.

According to Qichacha APP, Hangzhou Unitree Robotics Co., Ltd. recently published a patent for "a robot and a robot control method." The abstract shows that this invention includes a robot body and a rotating performance component; the robot body is equipped with an arm for assembling the rotating performance component and an ejection motor for throwing performance props; the rotating performance component is assembled at the end of the arm, and the ejection motor provides the ejection power and kinetic energy for the outward flight of the performance props, allowing the robot to perform at least rotating and throwing dance movements, resulting in rich movements and impressive demonstrations.

Last June, Samsung unexpectedly sued smart ring maker Oura, seeking a declaration that its unreleased Galaxy Ring did not infringe on five of Oura's patents. However, a judge recently dismissed Samsung's lawsuit, stating that Samsung acted prematurely and lacked concrete evidence that Oura planned to sue. Samsung argued that Oura has a history of suing competitors, citing actions against Ultrahuman and RingC.

According to Qichacha APP, Huawei Technologies Co., Ltd. recently published a patent for "A Method and Apparatus for Generating AI Models." The patent abstract indicates that this technology, related to the field of artificial intelligence, can improve the efficiency of generating AI models and reduce resource consumption. The method involves: the first processor, based on the execution time of each operator in the multiple operators of the AI model, the memory occupancy of the second memory of the second processor during the operation of each operator, and the memory offloading time, constructs a target optimization with the operation instruction information as the optimization variable.

According to the Qichacha APP, on February 11, a patent titled 'An Artificial Intelligence Communication Method, Device, and Storage Medium' was published, which was applied for by Beijing Xiaomi Mobile Software Co., Ltd. The patent summary indicates that this disclosure pertains to an artificial intelligence communication method, device, and storage medium. The AI communication method includes determining a first time, which represents the processing time for AI tasks based on the AI model; and performing AI communication processing based on the AI model according to the first time. This disclosure achieves AI model-based communication through the determination of the first time.

Recently, Tencent Technology (Shenzhen) Co., Ltd. published a patent regarding a training method and related equipment for large language models on the Tianyancha app. The patent is titled 'Training Method, Device, Computer Equipment, and Storage Medium for Large Language Models' and aims to enhance the learning capacity and accuracy of large language models through innovative training methods. In the training process of large language models, traditional methods often rely on a single text summary, which may lead to model overfitting and negatively impact the accuracy and diversity of generated content. However, Tencent's new...

Recently, the domestic large model DeepSeek has gone viral across the internet, becoming the focus of global tech markets due to its technological advantages of 'low cost and high performance.' Founder Liang Wenfeng mentioned that the team is primarily composed of graduates and doctoral students from domestic universities. The impressive innovative achievements indicate that today's China is becoming fertile ground for top talent and a source of original innovation. According to Qichacha data, as of February 6, there have been a total of 16,400 patent applications related to large models. In terms of application years, these patents have been predominantly filed in the last two years.

Xiaomi Group has officially unveiled its layout in the AR glasses sector. On the evening of February 6, the official Weibo account for Xiaomi Glasses was launched, operated by Xiaomi Communications Technology Co., Ltd., which is chaired by Lei Jun and has a registered capital of 320 million USD. According to Tianyancha data, Xiaomi has made significant technological reserves in the field of AR glasses. Its wholly-owned subsidiary, Beijing Xiaomi Mobile Software Co., Ltd., has successfully registered copyrights for "Xiaomi AR Glasses Desktop Control Software" and "Mijia Glasses Software" among others. Additionally, the company has applied for and obtained hundreds of patents.