I. Technology perspective
The biggest difference between intelligent software and intelligent hardware is the different technologies used. Intelligent software is realized through computer programs, using a variety of algorithms, codes and data processing methods to analyze and process data, so as to complete a variety of artificial intelligence tasks. Intelligent hardware, on the other hand, is realized through physical devices, using sensors, controllers, data memory and other hardware devices to collect, analyze and process data, with autonomous decision-making and execution functions.

Second, the function perspective
There is also a clear difference between the functions of intelligent software and intelligent hardware. The function of intelligent software mainly lies in the use of artificial intelligence technology to provide users with more intelligent and convenient applications. For example, speech recognition, image recognition, natural language processing, etc., can realize human-computer interaction on various computers and mobile devices. Intelligent hardware, on the other hand, is a physical device whose main function is not only limited to human-computer interaction, but more importantly, can accomplish various intelligent control tasks. For example, smart home, logistics management, industrial automation, etc., with a wider range of application scenarios and functional requirements.

Third, the use of perspective
Intelligent software and intelligent hardware also have different ways of use. Intelligent software mainly relies on intelligent electronic devices such as computers and mobile devices, which are directly controlled and used by users. Intelligent hardware, on the other hand, needs to connect multiple devices through the network, cloud platforms, etc., and needs to use and regulate a variety of technologies and resources in the actual application process.

To summarize, the difference between intelligent software and intelligent hardware is obvious in terms of technology, function and use. Although they sometimes have similar applications and functions, their essence and realization are still different. When we choose or use intelligent products, we need to pick the right solution and understand the technology and principles behind it according to the actual needs and usage conditions.