> If this is truly AGI (subject to one's definition of AGI still)

Scoring well in a benchmark that's called AGI does not make an LLM AGI.

The goalposts of AGI will shift forever. If you showed our current capabilities to someone from 2016 it would be declared AGI.

Is anyone from 2016 still alive today?

If so I'm hoping we can track them down and have them tell us if they think this is AGI.

I'm still here, nearly 50 years and counting. If you had asked me what I imagined AGI would look like back in the 90's, I would have told you "A system that can do everything we can: see, hear, think, do.". If you had shown me GPT-6 back then, I would have said "It looks like a really powerful program, but that's not really what I had in mind.". That's AI, but it's not quite general.

And then you'd ask it about an area you're knowledgeable in and realise it routinely makes stupid mistakes.

Or you'd ask it to add a new page to your website and shout at it to use your existing brand colours instead of inventing some and realise it's not AGI at all...

As someone who spent countless nights tweaking Edge Detectors (looking at you, Canny), morphology operators, etc., building models to recognize 10 handwritten digits, let me tell you: the current set of LLMs (even the smaller ones) seem like magic. I had never imagined a computer would do such things in my lifetime.

Exactly people can say whatever they want, but current level of LLM is AGI level to me. It is already on par with senior programmer if the instruction/prompt is right.

Once we have 1000 tps, i am sure robots etc.. will also start working like magic.

I don’t know, I am writing a modest 30 page paper with Fable and even after rounds and rounds of feedback and improvements there are so many things that are just plain wrong or weirdly out of place or just stupidly written that Fable 5.1 doesn’t seem to have any awareness of by itself that I don’t think it’s AGI, I think a human researcher can easily outclass it in writing and problem understanding. It definitely has super human capabilities but it lacks awareness or self reflection in my opinion.

For example it should be easy to tell it to not write a paper in the style of a clickbait SEO article or use all of its stupid hallmark AI writing patterns “it’s A, not B!” And a smart human that would be told that would be easily able to comply with that but the model needs to be told in a very detailed way and it seems to lack even basic capabilities to reflect on this, when explicitly given a sentence it will be able to rewrite it but otherwise it’s mostly blind to it. That’s to me a hallmark of it being overtrained on the specific tasks or problems so it appears very smart but once you go off script it still shows that it’s not a “real” mind.

Of course it’s amazing and has super human capabilities in many areas but if you honestly think it’s better than Einstein like some people suggest why can’t it write a simple “good” academic paper even after giving it specific examples and instructions.

Maybe that’s what makes these things dangerous, they have super human capabilities in some areas but apparently lack self awareness, taste and meta reflection abilities. The only reason people aren’t afraid more is that they don’t act in the physical world yet, imagine giving it a body, superhuman strength and letting it care for your child when it has a strong “urge” to comply with your exact request and little to no self awareness and human basic instincts.

Doesn’t the G stand for “general”?

An AI model that’s human-level at programming is an incredible achievement. But it isn’t general intelligence. It’s highly specified intelligence.

>It is already on par with senior programmer if the instruction/prompt is right.

It's magical to me as well, but I don't feel like it's AGI.

Because in my experience a Senior Programmer does not need the right prompts to deliver the right outcome! :-)

Compared to what we had in 2016 with RNNs, this is effectively “AGI”

OK, so its way better. that doesn't make it AGI.

If I can't give it an arbitrary task and have it solve that task eventually, it's not a general intelligence.

Are you guaranteed to solve an arbitrary task eventually?

I believe so. AIs are shockingly good at a lot of domains, but there's still a lot of pretty basic stuff they don't really "understand" at a conceptual level and (currently) they can't learn to get better at them.

(obviously it might take years for me to get good enough at something, or if you set the "arbitrary" task as something ridiculous, but lets work in good faith here and think of something the average human could do after learning about it)

If we progress to the point where an LLM instance can meaningfully learn to get better at something overtime without retraining, then I will accept that is basically AGI. Right now, they still seem to be pretty boxed into their training, even if you can prompt them to act differently.

True. "AGI" has also become a marketing term. Achieving AGI has become valuable, so companies will move the AGI goalposts, over and over again, so they can achieve AGI, over and over again.

If you came at it from the perspective of imitating what the human brain does, we now have a very very powerful speech center and short term memory, and vision catching up. The other parts are missing. I‘m sure that’s being heavily researched.

I hear the T-rexes were still roaming the earth trying to eat us cavemen in 2016.

If i suddenly travel to 1500s i would also be considered genius(in some way)

I bet you’d think they are not even conscious.

talking about self proclaimed, it's about as much AGI as openAI is open.

But they declared it...

“I declare bankruptcy!” - Michael Scott

I DECLARE AGI!

"Homer, you can't just declare Artifical General Intelligence; you need to like, make something or something...mmmmrrrhh"

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did they?

"""

In a closed a press briefing earlier today, OpenAI co-founder and president Greg Brockman offered an unusually direct formulation of that message, ending the session with: “Welcome to the AGI era.”

"""

What test do you propose as the actual go/no-go gauge to verify if some model is or is not AGI?

If you’re talking some nonsense, silly singularity… than whatever, don’t care.

But if you’re asking when a model has a sustainable general intelligence, for me, it’s pretty easy…

When it makes financial sense to run it 24 hours a day.

I can have Astra run a large-scale infrastructure migration 24/7 (much of the time waiting for results), completing it in weeks or even months faster than I could before agentic AI.

What does it mean to run a model 24 hours a day?

Aren't we way way past that already? QPS to any of the frontier models for a given point in time is most likely (far) greater than zero.

For whom? That is a fantastically ill-defined test. Everyone here is comfortable throwing around this or that is or isn't AGI which is fun because, at the same time, nobody seems to have a testable definition.

It makes either position pointless to argue.

I mean the laundromat runs the machines pretty much 24 hours a day but a washing machine is not AGI.

Directly - something can be useful without being AGI.

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There can be no such test because “AGI” is (or has become) a pseudo-philosophical/socio-political concept rather than a scientific one.

It always has been. The idea around here that we can actually define intelligence and point to it is sophomoric and incredibly frustrating.

If you’re trying to tell me this is why my mom telling me how handsome I am didn’t translate to the general populous, I could have used this info about forty years ago.

Populace

Hey now! Keep your reason out of their marketin^H^H lies!