Artificial intelligence: Bias and the robot which never lies
We will take the simple Image recognition: the robot who recognizes dogs experience to illustrate what is bias.
With more than 400.000 images analyzed, I am very disappointed because the chihuahua has higher results than the Labrador.
InceptionV3 engine is trained to recognize all objects from environment equally.
It's a generic model dedicated to image recognition.
The result could have been totally different.