[two_in_one]

We can probably simplify it. If we have a system and move one level up it becomes a completely different thing. For example: one molecule in space has some properties like mass, velocity, position. But move a level up and you get pressure, flow, temperature, etc.. It's a completely different thing.

The same with models. On low level there are weights, gradients, matrices. But move up and (wow!) It's nothing like it. It's coherent text or actions. Commands and responses. Put together and you have image recognition and generation from description. It's something new with it's own laws and properties. Just a bit up and we'll get coherent behavior and social creatures. For them we need 'generic' component. It's like soul for life. And LLMs could be it. At least they are the best candidates today.