China’s Startup Deepseek has shocked many people when the new models are smaller, more efficient, and cheaper, but when they challenged established American AI companies. However, management theory, especially confusion theory, may have been predicted that such a challenger would inevitably come. After all, destructive innovation is not the state -of -the -art, but about low -cost alternatives that are appropriate for many users. This seems to be exactly how Deepseek has created the shock wave it has. DeepSeek is not Sui Generis. It works along the same line as many other Chinese. This is different from the American counter part in two important ways. 1) Using inexpensive hardware, it is opened (therefore inexpensive) Utilization to reduce costs, 2) many Chinese LLMs are customized. ) For applications. Management theory also provides insights about how companies should proceed from here. On the other hand, the advantage of developing multiple LLM models in the organization is the diversification of risks. The advantage of cooperating with a single supplier is a better understanding of the reduction of management costs and the ability on both sides of the partnership. Previous management theory suggests the third possibility. Multiple governance includes a combination of external suppliers and internal developers to use new technology.