When we talk about Artificial Intelligence now a days, for me - it seems pretty dumb intelligence. True intelligence will have the power of inference. For example, from a given training dataset presently the AI may detect a tree (see image below):

However, it can infer from it's knowledge-base the tree can have more branches (this is knowledge, not trained data), can be without leaves and it can also relate to fruits and the fact that fruit grows on trees. Hence it would be possible for the AI to detect in future - a tree without leaves and only branches, or without branches and only leaves, given no prior training data, but simply from the power of inference. This for me is intelligence.