Before I start, I should point out that I am an expert in neither AI nor computer engineering. My thoughts and opinions are based on my limited understanding as a (somewhat) informed layperson.
What is Intelligence?
Max Tegmark defines intelligence as the ability to accomplish complex goals. Now, this is interesting because on this definition, no computer is intelligent, even AlphaGo Zero. Why? They don’t have any goals and they certainly can’t be said to accomplish anything. Goals and accomplishments are things only conscious agents can have. Although we do sometimes use these terms to refer to non-conscious objects, when we do, we are speaking metaphorically. When I say the tree is growing or my computer is saving a document, I don’t literally mean either of them are actually trying to accomplish a goal. On the contrary, it is the human being who planted the tree or wrote the document who has the goal.
If we strip the conscious agent implications from the words ‘accomplish’ and ‘goal’, we can certainly get to the desired conclusion that computers are intelligent, but in widening the semantic net to let computers slip through, we also unwittingly let a whole host of undesirables through. If computers are intelligent, all life must be intelligent, including plant life. Grass achieves complex goals every time it converts light energy into chemical energy in order to grow. Do you think your lawn is intelligent? But we need not stop at that level of absurdity. Calculators must also be intelligent, so must thermometers, and even eco-systems. Gaia anyone? Ironically, at this stage we are no longer making our computers intelligent; rather, we are making ourselves less intelligent.