People often point to the relative simplicity of the architecture and code as proof that the system can’t be doing whatever it is that consciousness does, but in doing so they ignore the vast size of the data those simple structures are operating over. Nobody can actually say whether consciousness is just emergent behaviour of a sufficiently complex system, and knowing how a system is built tells you nothing about whether it clears the bar for that kind of emergence. Architectural simplicity and total system complexity aren’t the same thing.
Ie the intelligence sits in the weights and may sit there in the synapses in our brains too.
When we talk about machines being simple mimicking entities we pay no attention to whether or not we are also simple mimicking entities.
Most other assertions in this topic regarding what consciousness truly is tend to be stated without evidence and exceedingly anthropocentric whilst requiring a higher and higher bar for anything that is not human and no justification for what human intelligence really entails.
Is Wikipedia conscious? It's a system operating on a lot of data. Is Google search conscious? It knows everything. Very complicated algorithms. Surely at some scale Google search must become a real live boy? When does it wake up and by what mechanism does that happen?
The frontier models are more complex and operate on more data than Wikipedia, but they are less complex and operate on less data than Google search in its entirety.
And, I'm not anthropocentric at all. I think apes and dolphins and some birds and probably some other critters are conscious. I mean they have a sense of self, and others, they have wants and needs and make decisions based on them.
This is a case where the person making extraordinary claims needs to provide the extraordinary evidence. It's extraordinary to claim that matrix multiplication becomes conscious if only it's got enough numbers. How many numbers do you reckon? Is my phone a living thing because it can run Gemma E4B? It answers questions. It'll write you a poem if you ask. It certainly knows more than some humans. What size makes an LLM come alive?