How much of our brain's innate wiring is "pre-training"? We're born pre-wired to breath, to swallow, to blink, sleep, cry etc. Fine tuned over many many many epochs and baked into our model weights/DNA.
Is a newborn baby without learnt-knowledge not an intelligent being to you?
Or is an empty vessel such as a newborn baby intelligent merely because it has the ability to learn?
It gets pretty philosophical pretty quick. This is why I don't think there'll be a "moment" when AGI happens - there is so many ways to interpret what constitutes intelligence.
But yeah I agree that until models can learn in real time then I think we're probably not there yet. As I said - 5 years give or take I reckon.
> Is a newborn baby without learnt-knowledge not an intelligent being to you?
A newborn baby without learnt knowledge is a phenomenal comparison to an LLM: reactionary, incapable of communicating a novel thought, extremely inconsistent reactions to similar stimuli, costs a lot of money, and the best part is they almost never turn out to be an income-bearing investment.
Despite all this, people vehemently defend their ugly, obnoxious, screaming, drooling babies with the fierceness of a lion, because they’re so blinded by emotion they’re incapable of logical thought.
I have three kids, I’ve earned the right to say this.
What a great comparison!