One of the most important factors that are a cause of worry for the AI is the unknown nature of how deep learning models predict the output.
1
Limited Knowledge
The real problem is the knowledge of Artificial Intelligence. Apart from technology enthusiasts, college students, and researchers, there are only a limited number of people who are aware of the potential of AI.
2
Human-level
The human can predict the correct output nearly every time, mopping up a stunning accuracy of above 99%.
3
Data Privacy and Security
The main factor on which all the deep and machine learning models are based on is the availability of data and resources to train them.
4
The Bias Problem
in reality, the everyday data the organizations collect is poor and holds no significance of its own.
5
Data Scarcity
The data is a very important aspect of AI, and labeled data is used to train machines to learn and make predictions.