Imbue is an artificial intelligence startup founded by a Chinese female entrepreneur. The company is valued at over $1 billion, becoming a unicorn in Silicon Valley. The large model trained by Imbue has over 100 billion parameters, creating codable AI agents. Founder Qiu Kanjun was an early member of Dropbox and is skilled in building communities. Imbue's goal of creating AI agents is as noble as that of researchers at Xerox PARC building personal computers half a century ago.

Nemo Yang, a post-00s Chinese entrepreneur, founded Kinesys AI and launched the large model middleware Cortex, which has attracted considerable interest from investors. Cortex enables quick integration of large model APIs and data interface access, saving AI developers a significant amount of time. Startups in the large model middleware space, such as LangChain and LlamaIndex, have also secured investments from Silicon Valley firms. Due to the high technical barriers, competition in the large model middleware field is not intense, making it a promising niche industry. The market for large model middleware is vast and is expected to facilitate the deployment of AI applications.

Adept AI, an AI company founded by Chinese entrepreneurs, has developed a universal operating tool using generative AI technology, allowing users to complete various operations and tasks through voice or text commands. The founding team of Adept AI includes the proposers of Google's Transformer architecture and well-known scholars, and has secured investments from notable figures including LinkedIn founder Reid Hoffman and Tesla's head of autonomous driving, Andrej Karpathy.