Abstract
Developments in deep learning and artificial intelligence are becoming important technologies for automated computing and mobile device innovation. It has given modern mobile devices the ability to conduct activities such as object detection and recognition, speech to text, and so on. This paper examines existing research on deep learning, machine learning and artificial intelligence to assess the level of deep learning in the mobile device environment. Furthermore, we examined the benefits of blockchain and smart contract in the mobile device environment and finally, the obstacles associated with the integration of artificial intelligence in the mobile device environment were presented, emphasizing the importance of addressing these issues in the future in order to establish a more safe and resilient framework.
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