How is the AI makes decisions? Scientists have ceased to understand it
Speakers at the conference Neural Information Processing Systems experts in the field of artificial intelligence declared that no longer understand the principle of decision-making, which is guided by the AI - reports Quartz. According to experts, to take for granted the AI action without understanding its logic - rather lightly, because people have taken a model of machine learning, they need to know what exactly is guided by the AI when deciding how he should do in a particular situation.
solutions often adopted by AI, there are prejudiced, in addition, its associative "thinking" too often is not so perfect, resulting in AI holds wrong analogy. Such mistakes can be costly if the AI will manage complex projects, such, for example, as the flight to Mars - in this case, the wrong act of artificial intelligence can not only destroy expensive equipment, but also lead to death of people. Therefore, before you enable the AI to make important decisions, you must first examine the principles by which it is governed, - says Maitre Raghu, on AI specialist from Google. At the conference, she presented the report, which described the process of tracking the actions of the individual parts of the neural network. Otsmatrivaya them in detail, we can understand the AI logic, then, in which case, it and correct it. Analyzing millions of operations, it was able to identify some artificial "neurons", which focused on misconceptions, and then disable them, making the AI more compliant and correct.
This is something similar to what the teacher submits some material, and then asks the student to retell in your own words, what he understood from the lecture - explains Kiri Wagstaff AI expert from NASA.
Based on the results of this study, is not to understand the actions of artificial intelligence is not so difficult. The main thing - to solve the problem before it is too late.