>The fundamental problem with today's LLMs that will prevent them from achieving human level intelligence, and creativity, is that they are trained to predict training set continuations, which creates two very major limitations:
I am of the opinion that imagination and creativity comes from emotion, hence a machine that cannot "feel" will never be truly intelligent.
One can go ahead and ask, but you are just a lump of meat, if you can feel, then so a computer of similar structure can.
If we assume that physical reality is fundamental, then that might make sense. But what if consciousness is fundamental and reality plays on consciousness?
Then randomness, and in-turn ideas come from the attributes of the fundamental reality that we are in.
I ll try to simplify it. Imagine you having an idea that extends your life for a day. Then from all the possible worlds, in some worlds, you find yourselves living in the next day (in others you are dead). But this "idea" you had, was just one among the infinite sea of possibilities, and your consciousness inside one such world observes you having that idea and survive for a day!
If you want to create a machine that can do that, it implies that you should be a consciousness inside a world in it (because the machine cannot pick valid worlds from infinite samples, but just enables consciousness to exists such suitable worlds). So it cannot be done in our reality!
Mayyyyy be "Quantum Darwinism" is what I am trying to describe here..
> I am of the opinion that imagination and creativity comes from emotion
How do you see emotion as being necessary for creativity?
It sure seems that things like surprise (prediction failure) driven "curiosity" and exploration (I can't predict what will happen if I do X, so let me try) are behind creativity, pushing the boundaries of knowledge and discovering something new.
Perhaps you mean artistic creativity rather than scientific, in which case we're talking about different things, but I'd agree with you since the goal of much art is to elicit an emotional response in those engaging with it.
I don't think there is anything stopping us from implementing emotions, every bit as real as our own, in some form of artificial life if we want to though. At the end of the day emotion comes down to our primitive brain releasing chemicals like adrenaline, dopamine, etc as a result of certain stimuli, the functioning of our brain/body being affected by those chemicals, and the feedback loop of us then recognizing how our brain/body is operating differently ("I feel sad/exited/afraid" etc). It's all very mechanical.
FWIW I think consciousness is also very mechanical, but it seems somewhat irrelevant to the discussion of intelligence/AGI.