Abstract: With the increasingly sophisticated application of artificial intelligence technology in household appliances, smart appliances are evolving rapidly. This is especially true for products equipped with reasoning large models, which are characterized by swift changes, complex varieties, and diverse functionalities. Given the unpredictable inputs and outputs, traditional single, one-time testing methods are inadequate for scientifically evaluating the intelligence capabilities of smart appliances. This poses new and more challenging issues for the testing industry. An in-depth exploration from the three dimensions of standards and regulations, testing methods and tools, and testing personnel is conducted. Solutions such as highly adaptable testing methods, rapidly responsive intelligent testing tools, and versatile testing professionals are proposed, providing new directions and insights for the development of the smart appliance testing industry in the face of applied cross-cutting technologies.

Key words: Intelligent, Detect, Challenge