What is threatening the happily ever after fairy tale of Artificial Intelligence? Artificial Intelligence and Machine Learning is becoming a part of everything that we do. Yes, we know that you’ve heard it before. AI offers unlimited possibilities. It can make correlations, draw differences and similarities with in-depth analysis of volumes of data – it’s the next step for Big Data. For example, when sensors collect data and analyze it, AI enabled cognitive system can derive inference related to the user preferences and behaviors. This itself is the key to drive into an insightful future. Are machines as creative as humans – well almost. Well, we have started to believe that if you can imagine something, chances are that Artificial Intelligence can help you achieve it. There are a lot of companies which are excited about AI as it can change the future and the way they work. Is it all easy and fancy as it sounds? There are roadblocks that are stopping AI from realizing its full potential. The biggest challenge is that of data. In the last few years, there have been some remarkable development in AI; there have been major developments in deep learning and machine learning. Deep learning is a subset of machine learning and it gives the power to systems to learn. The ability to learn, however, comes from huge amounts of clean data sets. With the data protection noose tightening, feeding data to machine learning algorithms is obviously is not as easy as it sounds. The engine to deep learning is huge amounts of data that is required to perform even the most rudimentary tasks. The biggest concerns related to AI is that it is not regulated. People don’t feel confident about the security of their data being fed into AI software that is not required to meet any compliance or regulatory requirements.
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