Artificial intelligence is still a controversial topic which has been a cause of division within certain groups of people. The applications and advantages of artificial intelligence cannot really be overlooked. But first, what exactly is artificial intelligence?
Artificial intelligence is still a controversial topic which has been a cause of division within certain groups of people. The applications and advantages of artificial intelligence cannot really be overlooked. But first, what exactly is artificial intelligence?
Artificial intelligence is a set of rules and instructions passed into the computer that enables it to make decisions on the set of inputted data. From Alexa to self-driving cars and other important applications of artificial intelligence, the use of this artificial intelligence is spreading,
The artificial intelligence solutions available today are totally centralized. This means they operate just under a centralized administrator. This centralization could have a devastating effect on the lives and affairs of those who are not in the centralized loop.
The data set being gathered will be just between the centralized systems thus the cycle will only hold the certain knowledge to a certain group of people. Also, a singular source of input cannot adequately teach a system properly. There will be a mismatch of dataset if this artificial intelligence is exposed to a wider range of information
Artificial intelligence In A Decentralized State
Generally speaking, the decentralization of artificial intelligence is very important because it will
1. Enable federated learning: with Google already taking the first step towards federated learning, this will help to have a more distributed knowledge and for building common knowledge.
2. Availability of multi-party dataset: the decentralization will enable user work on the dataset that has been processed by someone else thus making the work easier and faster.