The LLM's we have today weren't supposed to show up until 2030 at the earliest and 2050 more realistically. If you go back 10 years and read what people were writing about AI progress, you will find that they were _completely_ off the mark. It's prudent to assume a very liberal timeline for AI progress, based off whats been happening now.
Personally, since I first started to learn about Neural Nets in the 90's, I've always predicted that they would bring AGI around the time they matched human brains in complexity and compute power. Back then, assuming Moore's law meant that would be between 2030-40.
Now, there was always the prospect of a serious breakdown of Moore's Law, which might delay it, but since that didn't happen (compute power just moved from CPU's to GPU's), we're now approaching the final stretch. Human brain scale neural nets are already being planned, if not already being built in secret.
Not an achievement at all?
Talking to an ai?
Generating any image you like?
Etc.?
Please enlighten us sensei, what is actually General Intelligence, and how will you know it's here?
I realize my reply is a bit flippant, but it's tiring to see how certain are people about something that nobody truly understands.
AGI simply means that we can create a type of machine that can do any kind of mental task that a human can, at least at a human level.
> AGI simply means that we can create a type of machine that can do any kind of mental task that a human can, at least at a human level.
What does this even mean? What is human level? The ability to write a symphony? Or the ability to calculate 2+2=4? These are such poorly defined metrics that I don't understand how can we then start throwing around very precise (and short!) timelines for attaining it.
The statement: "we'll send a human mission to Mars in the next 5 years" is 10x more believable than this breathless AGI hype, because at least the former is well defined.
I would say that current AI's do have a kind of intelligence. It's just not generic enough that we label it AGI.
Add an ability to form, optimize an execute plans while also increasing the physical world model, and we're getting really close.
Both of these abilities are already being developed.
AGI doesn't require consciousness. We likely will have no idea whether or not the first AGI computer is conscious or not. What we will know though, is that it is solving novel problems that humans struggle with, and from the outside the only way to discern it isn't another human is because it is way to smart to be one.
I strongly suspect that the first computers which actually are conscious (AGI or not), whenever that happens, will have to fight a heavy uphill battle to prove it. And there will always be a group of people who will never believe an AI (is it even artificial at that point?) is conscious.
And I'm not particularly keen of the reasoning: "it is solving novel problems that humans struggle with", because a pocket calculator can solve problems that humans struggle with. A computer can play chess better than a human can, does it mean it's an AGI?
https://en.wikipedia.org/wiki/Artificial_general_intelligenc...
It is “just” a matter of combining. I think it’s an “engineering problem” by now. Which is not to say that it will happen soon, just that if we set our minds to it it won’t be that big of a deal.