Machine learning and deep learning are very interesting to finally reproduce the 5 senses, perception and roughly the habit ...
But all this is very far from the grail we are looking for, that is, a machine that thinks in its head, cooperates or not, thanks to the emotions it receives / feels, and not just an algorithm that finds solutions.
We will completely fill this puzzle, only when we have written a thinking algorithm. And so, the famous language of thought that makes us think in our heads and sometimes aloud.
We are, in a way, a super self-programmable mental process manager, linked to an emotion manager, above a totally symbolic storage structure (allowing cognitive fast restitution).
It is the use of these 3 main blocks "the emotion manager + the mental process manager + the cognitive storage engine" (There are many more), which do most of the work . Like a database: "a session manager + stored procedure manager + a storage structure" ...