The problems with Tesla vehicles are showing how difficult is to make the AI that can drive cars, especially in the city area. Especially in city areas, many variables must be noticed by programmers. If all variables are not involved in the programs. This thing causes problems with safety. Things like emergency vehicles are so-called very rare. But important things.
Programmers must notice the emergency vehicle's right to go first. But if there is not mentioned a flashing blue light. In fuzzy logic, the computer sees the shape of the target and compares it with images that are stored in its memory. The computer increases the accuracy or in the case of the CCD-based machine views the number of the used pixels of the CCD camera.
The system increases accuracy until it gets a match for the image that the CCD cameras are transmitting to the computer. The fuzzy logic makes programming lighter. But the problem with emergency vehicles in the area of the paintings is bigger than the blue light. And the system might "think" that the emergency vehicles must follow regular traffic orders if that blue light is not flashing. The problem with linear programming is that if that blue light is not mentioned in the right place of the code.
The vehicle would collide with emergency vehicles. The reason for that is that if it would not realize what blue light means the result is always collimation. If the code that notices blue light is at the wrong point of the code the linear program will choose the wrong movement or table from the program code.
The AI, and especially the autopilot AI requires a new type of programming method that are allowing the computer or the AI to take program code back if there is some kind of unexpected thing in the front of it.
This is the major thing in AI. It would not flex in traffic. If AI sees that it has the right to drive first. The vehicle will go always first even if other vehicles are very close to it. And this is the thing. That requires very much development in the program code.
https://www.cbsnews.com/news/tesla-cars-crashes-emergency-vehicles/
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