The most intriguing of the businesses are "DeepMind: Artificial intelligence software." They are intriguing for various reasons. Some of the developments are amazingly clever, and the researchers in the field of artificial intelligence have made discoveries that can broaden artificial intelligence. The researchers at DeepMind have been working on an approach that may, in the end, be significant in arriving at machines that have as much intelligence as human beings. The development of robots with as much intelligence as an average human being is an exciting step in artificial intelligence.
Many of the machines that have been developed so far using machine learning techniques are incapable of understanding the relationship between different concepts. A vision system with machine intelligence can identify a cat and differentiate it from a dog in a picture but is incapable of telling that the dog is chasing the cat or that the cat is running away from the dog.
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DeepMind has developed systems that solve such mystery by modifying the machine learning methods in existence. This makes it possible t learn about the physical relationship that can be derived from non-moving objects and the behavior of objects in motion with time. They can demonstrate their capability of using the CLEVR system which constitutes a set of various objects. They inquire from the system whether an object is ahead of another or whether one is closer. The results are far better and in some cases exceed the performance of human beings.
Computers are at the stage of being taught relational reasoning which applies to human intelligence. With relational logic, human beings can draw differences between the relations that mental representations have with each other. Moreover, these differences extend to objects, words, and ideas surrounding them. With such reasoning, machines will be able to solve any problem just like human beings.
