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Nano Labs Ltd is a Web 3.0 infrastructure and product solution provider, as well as a crypto treasury company. It is focused on the development of HTC chips and HPC chips. In addition, the company has established BNB value investment and adopted BNB (a crypto token) as the primary reserve asset. Furthermore, it has launched the iPollo Claw, a dedicated hardware solution for the OpenClaw AI Agent Ecosystem. Nano Labs derives revenue mainly from its HTC and HPC offerings, which comprise Darkbird series HPC chips that feature high performance and high energy consumption efficiency, and Cuckoo series chips, used in GPUs. Geographically, the company generates maximum revenue from the People's Republic of China (PRC), and the rest from Singapore, Hong Kong, the United States, and other markets.

Nvidia is a leading developer of graphics processing units. Traditionally, GPUs were used to enhance the experience on computing platforms, most notably in gaming applications on PCs. GPU use cases have since emerged as important semiconductors used in artificial intelligence to run large language models. Nvidia not only offers AI GPUs, but also a software platform, Cuda, used for AI model development and training. Nvidia is also expanding its data center networking solutions, helping to tie GPUs together to handle complex workloads.