  Currently, potential threats of artificial intelligence (AI) to human have
triggered a large controversy in society, behind which, the nature of the issue
is whether the artificial intelligence (AI) system can be evaluated
quantitatively. This article analyzes and evaluates the challenges that the AI
development level is facing, and proposes that the evaluation methods for the
human intelligence test and the AI system are not uniform; and the key reason
for which is that none of the models can uniformly describe the AI system and
the beings like human. Aiming at this problem, a standard intelligent system
model is established in this study to describe the AI system and the beings
like human uniformly. Based on the model, the article makes an abstract
mathematical description, and builds the standard intelligent machine
mathematical model; expands the Von Neumann architecture and proposes the
Liufeng - Shiyong architecture; gives the definition of the artificial
intelligence IQ, and establishes the artificial intelligence scale and the
evaluation method; conduct the test on 50 search engines and three human
subjects at different ages across the world, and finally obtains the ranking of
the absolute IQ and deviation IQ ranking for artificial intelligence IQ 2014.
