A Review of AI and AI Intelligence Assessment

The design and application of AI systems have witnessed rapid development in various fields over a period of three scores, accompanied by researcher’s increasing interest in developing a more intelligent and humanoid AI system. Naturally, it becomes more essential to assess the intelligence of AI objectively and quantitatively, as related researches are still limited and the quantitative methods lack. In this paper, we first comprehensively review the current studies on AI systems, and conclude that these studies could be classified into two groups, i.e. the design as well as development of AI systems and the intelligence assessment of AI. Reviews finds the need and urgency for the quantitative intelligence assessment methods for AI. We also believe that a more efficient assessment method is to establish an index system to estimate and score the intelligence level of AI quantitatively.