The core of the human intelligence lies in the fact that people learn and behave in a "situated" manner, dependent on the situation they are in. However, how human intelligence possesses that "situatedness" is still a mystery. Past researches on AI have not yet obtained any answers, even hypotheses.
Although the technology about deep learning is expected to bring huge impact on changes of the world, it theoretically will not give any answers to this problem at all.
This is the PROBLEM the current AI is faced with.
It is a high and hard obstacle. As long as the researchers do not get some ideas to go over it, the AI researches will not get a new future.
Having provided about this problem of AI, this lecture aims to encourage students think of their own intelligence.