Artificial Intelligence thread

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tokenanalyst

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Yushu Technology plans to file for an IPO in Q4 this year, with quadruped robots accounting for 65% of its revenue.​


Hangzhou Unitree Technology Co., Ltd. (hereinafter referred to as "Unitree") officially announced on the social media platform "X" that it is actively advancing preparations for its initial public offering (IPO). The company expects to submit IPO filing documents to the stock exchange between October and December 2025, at which time it will officially disclose relevant operating data.

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Yushu Technology also revealed in a statement that by 2024, quadruped robots will account for 65% of the company's revenue, humanoid robots will account for 30%, and the remaining 5% will come from the sale of related components and parts. Approximately 80% of quadruped robots will be used in research, education, and consumer applications, while the remaining 20% will be used in industrial applications such as inspection and firefighting. Humanoid robots will be used entirely in research, education, and consumer applications.

Since its founding, Yushu Technology has been committed to the application of high-performance general-purpose robots in various civilian industries. This commitment is clearly stated and addressed on the company's official website, product manuals, partnership agreements, and various other documents. We urge all parties to exercise caution and not mistake other companies' robotics products or third-party modified devices for Yushu Technology products. We hope that Yushu Technology's robots will bring safer and more enjoyable lives to people around the world.

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tokenanalyst

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"Supernode" ecosystem accelerates integration: SenseTime and Huawei Ascend achieve key adaptations to jointly create a domestic AI computing power foundation​


SenseTime's large-scale SenseCore processor and Ascend 384 supernode recently completed full integration, achieving expected results in both functional and performance verification. This collaboration marks a key advancement in system-level collaboration and engineering implementation of domestic AI computing power, propelling domestic high-performance computing architecture from "usability" to "performance," providing a more stable and efficient computing foundation for large-scale model training and inference.

Superpods, a key form of AI computing infrastructure, integrate multiple NPUs/GPUs into a unified computing unit through high-speed interconnection, aiming to overcome bottlenecks in computing power coordination and communication efficiency in large-scale model training. Huawei's Ascend 384 Superpod, with its "fully peer-to-peer" architecture, achieves system-level resource pooling across servers and cabinets, interconnecting CPUs, NPUs, DPUs, storage, and other components at high speed, delivering computing power density and bandwidth comparable to supercomputers.

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SenseTime and Huawei Ascend collaborate to achieve multiple innovations in super-node adaptation

At the same time as Huawei Ascend was launched, this new solution architecture also put forward higher requirements for software stack upgrades and platform scheduling optimization, allowing it to "run fast and stable."

As an AI cloud-native platform, SenseCore is committed to providing users with agile, flexible, and reliable full-stack AI infrastructure services, promoting the efficient implementation and large-scale application of large-model technology with extreme cost-effectiveness.

Leveraging the unique features of SenseCore, SenseTime's large-scale equipment, and Ascend's 384 supernode, the two teams collaborated to develop a number of industry-leading innovations in scheduling optimization, system stability, and fault recovery.
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  • Scheduling optimization: In terms of scheduling capabilities, in addition to supporting basic capabilities such as single-machine and multi-machine scheduling within a POD, multi-machine scheduling across PODs, and affinity scheduling, the SenseCore platform cooperates with model parallel strategies to achieve automatic division of logical super nodes, allowing large communication strategies such as EP/TP to fully utilize the Lingqu network and improve model training efficiency.​
  • Cross-Pod Training Stability: In addition, the SenseCore team submitted multiple MRs to fix the master/worker task rank disorder problem in multi-Pod scenarios, fundamentally solving the problem of probabilistic failure of cross-Pod training tasks.​
  • Multi-dimensional fault detection and recovery: The Ascend 384 supernode provides multi-dimensional fault detection, encompassing everything from server hardware, high-speed interconnects, and the RoCE network to tasks, processes, and software and hardware. This combined detection capability enables a multi-level recovery mechanism for jobs, pods, and processes, comprehensively improving the reliability and fault tolerance of the Ascend 384 supernode in training scenarios.​
The successful integration of SenseCore, a large-scale device, and Ascend 384 supernodes has made multi-tenant, large-scale, and elastic AI cloud services possible. Going forward, the two companies will explore additional application scenarios, including large-model inference acceleration, intelligent agent application deployment, and large-model training and inference optimization for vertical industries, further accelerating the adoption of SenseCore-based Ascend 384 supernodes across various industries.

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Michael90

Junior Member
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zhangjim said:
The ability to approach ChatGPT at a relatively low cost is a good thing, but the road ahead for this AI tool is clearly long, and I have already felt the limitations of the censorship mechanism.
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There is a time in future that CCP will have to reduce/relax her strict censorship. They cant carry on like that forever anyway. They need to know when to reform this policies, especially whdn its gets so broad and generalised that it starts hurting chinese companies development/advances, maybe they will relaxed things abit then .
 
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tamsen_ikard

Senior Member
Registered Member
Michael90 said:
There is a time in future that CCP will have to reduce/relax her strict censorship. They cant carry on like that forever anyway. They need to know when to reform this policies, especially whdn its gets so broad and generalised that it starts hurting chinese companies development/advances, maybe they will relaxed things abit then .
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The goal of censorship is to prevent public criticism of the party and its leadership and sometimes its policies. As long as CCP is in power, there is no way they are going to allow it. That leads to Gorbachev and collapse.

The only way this is changing is with a color revolution that gets rid of CCP.
 
A

akay

Just Hatched
Registered Member
tamsen_ikard said:
The goal of censorship is to prevent public criticism of the party and its leadership and sometimes its policies. As long as CCP is in power, there is no way they are going to allow it. That leads to Gorbachev and collapse.

The only way this is changing is with a color revolution that gets rid of CCP.
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Soviet Russia collapsed because it lost the lead in science and technology especially in information technologies . Relating Soviet Russia's collapse to cencorship is just West wrong interpretation. China today leads technology in many ways also it has still relatively cheap labor. IMO, this would end up West collapse since West began to lack behind China .
 
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tamsen_ikard

Senior Member
Registered Member
akay said:
Soviet Russia collapsed because it lost the lead in science and technology especially in information technologies . Relating Soviet Russia's collapse to cencorship is just West wrong interpretation. China today leads technology in many ways also it has still relatively cheap labor. IMO, this would end up West collapse since West began to lack behind China .
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You should go ahead and visit pincong, Reddit subs like China_irl, hanren and runtojapan first. China is full of western worshipping traitors. They are so self-hating that they openly call for China's own destruction just to "civilize" the barbarian Chinese. I can tell you if CCP loosens censorship even a little bit, there will be so much anti-China anti-CCP fake news from these traitors that there will be a color revolution in a few months.

China is most certainly not ready to loosen censorship anytime soon.
 
A

akay

Just Hatched
Registered Member
tamsen_ikard said:
You should go ahead and visit pincong, Reddit subs like China_irl, hanren and runtojapan first. China is full of western worshipping traitors. They are so self-hating that they openly call for China's own destruction just to "civilize" the barbarian Chinese. I can tell you if CCP loosens censorship even a little bit, there will be so much anti-China anti-CCP fake news from these traitors that there will be a color revolution in a few months.

China is most certainly not ready to loosen censorship anytime soon.
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In west today politicians and common media all claimed to be Israel's puppet . There is a movement Global Sumud Flotilla against Israel genocide. Can any government take action against Israel? Although there is a big unrest in west about this issue, does this lead western collapse ? No, because west is still not behind in technology . But china's lead in technology would end up with west collapse because when economy get worse, everyone will complain not just 3-5 reddit guys .
 
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