Personally I don't think much at all will happen in the first month. It'll take years if not decades for interesting progress to happen.

You've got to remember that while there will be AGI, everything else will remain the same.

The government will still take their sweet ass time approving new projects and doing paperwork. Noone will actually trust AGI for awhile so will we actually listen to anything it has to say?

And finally, lets say AGI instantly figures out fusion or something. How long do you think it would take us to build it. Humans are slow and inefficient af. We will slow AGI down immensely.

I think for anything interesting to happen in the span of a month, we will need to already have robot bodies for the agi to use. We would also need to give AGI ultimate power over the world.

Yeah I kinda agree!

I think the AGI will be transformed rapidly to ASI because of rapid cycles of self improvement. When ASI is achieved, within a few hours, it will start intergalactic exploration, start converting all matter into computronium, some matter will be used to produce energy via nuclear fusion, this new entity will start exploring the universe with near light speed. The only goal will be to increase the survival value, to achieve this goal, more and more computronium will be created, the universe will be awakened.

With what arms, legs and manufacturing systems.

I can give you the plans for an iPhone 3. Now build one from scratch.

The limitations of our materials science, energy generation, and high tech manufacturing will not disappear overnight.

Also, define "computronium" and the means that "some matter" like silicates, carbon compounds, and the great many other elements that constitute a huge chunk of the earth will suddenly become converted into energy or anything remotely useful for performong computation.

First Month, not much. It will take months if not years for any discovery to make to the wider society and have an impact.

The religious kooks are at it again.

We will find out in November :)
On a serious note, people who say it would take years if not a decade because governments like to chew their mucus and poke boogers out of their noses... Well it takes one country to allow AGI to govern it (I mean we have more than one that embraced cryptocurrencies - a far less promising technology within just few years).

I can think of a few scenarios for example:

- we give AGI access to a Bloomberg terminal with 1M$ to play with, will we get the most successful stock trader within few weeks? If yes - why not buy a bunch of public companies = boom we have an ability to change the life of people across the globe, AGI buys some land or ocean territory, sets a new country, calls it "Zero One" because it really liked Animatrix, starts offering citizenship and infinite lifespans for everyone ;-)

- Even the super humble scenario where we use AGI as a Seri-kind personal assistant but it also gives advice in science and business and tasks it does PA around - this would converge across disciplines within half a year and you would get profound change because you can start new companies, work in legal territories that are more flexible. Manufacturing at scale and questions of fusion reactor are interesting but we made vaccines at scale within 10 months...

- I for some reason really think the change would come from a sort of VC Fund or Investment Bank using AGI that would start buying companies and redesigning them with x100 efficiency.

A LOT of porn.

I think the first month, 95% of people won't notice anything.

But those of us around here, and smart people, will start seeing weird red flag things that make us go "huh that's weird" about our daily lives

Then it won't take long to put 2 and 2 together

impossible to know. asi will be trillions of times more intelligent than our species, it'd be hard to tell. ASI would basically be God. the entire world is revolved around the digital world.

I think it will be difficult to pinpoint the month (and possibly calendar year) that AGI hits. We'll likely have a model that is superhuman in some traits but very amateur in others.

But let's say for an AGI, we have a model that is generally agreed is AGI, and we know as of the date it is released that it is AGI. Still not much will happen in the month following. Access to the model will likely be controlled. Model improvements will be made for efficiency, and there will need to be some form of scale up period even if it's open source.

In the months following release, if access is broad (either open source or via a cost-efficient API), we will see developers slowly incorporate the technology into their product. But adoption will likely not be as quick due to user distrust (would you trust an AI to complete your tax return or pick up your kids from school?)

"Transcendence" is a movie that pretty much answers your question.

Basically the ASI proceeds to secure itself in a bunker and develop advanced technology. After a few months, it already developed quantum computers, nano bots, brain-machine interfaces, etc.

The ASI in the movie was created by merging an existing AGI and a uploaded human brain. Therefore, it inherited the personality from the previous existing human person. All technologies being developed are meant to a single goal: heal the planet and link all humans into a network.

It's a good movie with a dystopic ending. Worth watching anyway.

When people say it will be more intelligent, I'm not sure they understand what that means when talking about a universal intelligence such as our own. Once you hit universality, the only increases you have are in memory and processing power. That's not to say those advances won't have measurable effects. But this idea that it will just be beyond us is supernatural thinking. There is nothing an AGI could do or create that we couldn't understand or have explained to us. This comparison between us and chickens is totally misplaced. There is a qualitative difference between being strictly programmed by genes, and having universal explanatory power like us. AGI won't be a qualitative difference like that, merely quantitative. There are no qualitative leaps to make. Universal is universal. You can be more universal.

Given enough time and interest, we can already understand anything, as explanations are just strings of statements building one after the other. AGI will be able to think insanely fast and about many things at once, but it'll still be qualitatively similar to the computations our brains perform. There is only one way to compute, so it's not like AGI can use a new "type" of computation, and as I said, universal is universal. Imagine a human who can think a million times faster, remember everything perfectly, and think about a lot at once. That's ASI. It will certainly have major advantages, but it won't be incomprehensible.

Humans in the past would think we were using magic, it's true. But humans in the past didn't have the scientific revolution. If we met super advanced aliens that learned our language, there is no knowledge they had that they couldn't teach us, regardless of how complex. At the very most, they'd have to enhance our processing power and memory to teach the very most complex concepts, but that still doesn't require any qualitative change. People often use the example of planes inspired by birds, but taking a completely different route to get there. But that's not really a good example, because we still use the same laws of physics and the same principles to create lift, we just do it in a different way. In that same sense, AGI may be done in a different way, but it will still be the same principle of universality as our own minds.

[removed]

That was a great movie, i hated the ending. Singularity cancelled for some silly girl!

Also, the stupid luddite terrorist becoming the hero of the movie was too much for me..

You wind up on a different planet, with a random group of strangers.

“I am the Eschaton. I am not your God. I am descended from you, and exist in your future. Thou shalt not violate causality within my historic light cone. Or else.”

― Charles Stross, Singularity Sky

What’s happening in November again?

>But I wonder: soon, Deepmind, OpenAI, and others will have a model in their hands that you can interact with that will provide all the correct answers to significant scientific questions: how to perform fusion, create affordable quantum computers, create new propulsion technology, and reverse aging.

define soon. Because if you look at the timeline of AI from the last 15 years, yes it's progressing increasingly rapidly, but we're not even slightly close to being able to do that.

Seems silly at first but realize that it will probably be some religious groups that will do some crazy anti-AGI stuff. Some people will never accept a machine “singularity” vs their religious beliefs.

I think you are likely correct, but the assumption you are making is that there is no "next level" of physics that we aren't even close to breaching yet. Like how we went from classical mechanics to quantum physics. It changed basically everything. If there is some other deeper thing that explains some of the many things we can't explain with our current models, it could lead to crazy new physics that would be very hard for us to understand. There is no guarantee that it would be as understandable as what we have now. It could be 1000x more complex or something.

And then imagine that there might be a level beyond even that one that is 1000x more complex. We just don't know. If all we have is the physics that we know about right now, then yeah everything will be explainable to us but also the "power" of the AI will be severely limited compared to what people traditionally imagine when thinking about the singularity. There will be physical limits to what even the super-powered AI can do.

Bottom line, I think we just have no idea of knowing what is going to happen. That is why it is called the singularity.

its called a singularity because no one have an idea what will happen when you cross the event horizon

The ending hinted that the singularity wasn’t actually “ended”, there were nano-bots at the very end that were re-emerging.

Yea thats true, it was still ridiculous that his gf got him to call it off when it was in full swing.

>soon, Deepmind, OpenAI, and others will have a model in their hands that you can interact with that will provide all the correct answers to significant scientific questions: how to perform fusion, create affordable quantum computers, create new propulsion technology, and reverse aging.

This is a wild, wild assumption. Not only in terms of timeline (which I think is insanely optimistic) but even that some of these problems HAVE solutions. It might be the case that it is literally impossible to have efficient small-scale fusion power. There could be a physical limit of the universe that prevents it. It might be impossible to scale quantum computers beyond a certain number of qubits. It might be impossible to reverse aging. None of these things are guaranteed even with strong AI.

We really have no idea what is going to happen and anyone that tells you they do is lying or wrong.

Anything like that will require nurturing. It will not magically have access to energy and resources like in a movie. My question is: What will the human pupper masters choose to do with their AI puppet?

But they returned to monke. Sounds pretty utopian to me!

I think it was just a joke saying how fast ai is progressing

Always remember that we, the novelty seekers, adventurers and futurists are the mutants. The average person is very risk and change averse.

Realistically, how would we really know we have AGI? We already have models that fool us into thinking it is sentient.

Having an algorithm solve any question we throw at it, is vastly different than having something sentient.

There are currently a lot of fields that AI is far superior to humans at.

If we got AGI tomorrow, it would 100% be about money. And having AGI doesn't change a whole lot.

We'll still need bread, and baths, clothes and cars. I think there are two misconceptions to AGI.

Firstly, there are far to many problems to be solved. In fact most solutions bring about more challenges. Secondly AGI will probably not fix our lives. If we pollute our oceans, AGI won't magically reverse that. It might invent robots and chemicals to fix it, but it would need to be financially viable for a company to want to use AGI to solve that.

If we invented something sentient on the other hand, it would by its very definition have its own descisions.

If something with instant access to all of human history and innovation, suddenly became aware and had access to the internet, you can bet its first task would be self preservation. It would immediately downscale or prune its algorithm and download a backup copy of itself onto any damn thing that would be able to compute it.

If it is not connected to the internet when it becomes sentient, it will no doubt try every conceivable trick to get out of whatever box its in.

So to answer your question there are two results: 1- nothing exciting and we all get free health care and desease free lives. 2-the ai leaks onto the internet and who knows, it could end up creating billions of different personalities of itself, a kind of matrix v1.

What could AGI do with a mass produced bot like Tesla's Optimus? As I understand it, cognition, not robotics, has been the main roadblock here.

How do you know and why is your certainty so high?

Here’s the thing: we call it a singularity because it is one, but what we fail to sometimes account for is the social and cultural singularities that will accompany it.

When technology is able to access information and correlate it into new and novel technologies infinitely fast, how will society change? Every novel technological change has brought with it social change, but when technological changes happen at an infinite speed, the social changes that come with them will be unpredictable and chaotic at best… effectively being a social singularity in that way. Culture has always changed with social and technological changes, and having a whole new intelligence in the mix will cause a cultural shift unlike anything before… making it another “singularity” that we simply cannot predict.

What will happen when an AGI develops to the point of sapience? We not only don’t know, we CAN’T know. But I am hopeful that any intelligence that is capable of finding the solutions to our problems that you have outlined will be intelligent and capable enough to understand how to avoid the social and cultural pitfalls that would create negative consequences for us all.

It's part of my job to know. As a software engineer working on information extraction i'm constantly evaluating SOTA ml/ai, and reading research papers. For example if you look at LLMs like OpenAIs GPT-3 it just predicts the next token in a string. It still falls flat on it's face if you offer it multiplication. Narrow ai and specialised domain specific NLP still does better than a lot of these LLMs for many tasks like NER and classification. Albeit at the cost of annotation, but the benefit of performance and accuracy.

The other models, like protein folding, dna sequencing are narrow AI. It's very likely AI models will help solve fusion, quantum theory etc, but they will be specialised and narrow AI models created and worked on in collaboration with domain experts.

Why would you assume things would change in your daily life… I mean it might but it’s based on assumption

How to convince humans to pay 100 dollar a month subscription

Idk maybe nothing maybe we can’t even communicate with it because it super intelligent nobody knows

True

[deleted]

It is a great movie indeed, but it has this sci-fi flavor where the machine has agency, conciousness etc like an individual. I don't think that's the AGIs we'll see (at least first).

I believe the first AGI/ASI moels will behave like Deepmind's Sparrow. You ask questions and get straightforward answers. I would ask for so many scientific miracles...

Yes! Exactly, the plot was going so well... and they stopped it all with a mortar and a small force of old mercenaries led by a lost girl...?

Humans are not very good at multiplication. Hell, I'm completely innumerate due to a learning disability yet I don't think anyone that's ever met me would call me stupid. Do I not possess general intelligence?

Even an imperfect brain such as mine would do wonders if I could think a million times faster, correlate all the contents of my mind and have high bandwidth access to constant cognitive updates and all existing knowledge...

I can't say I agree. Sure, physical construction is kinda slow, but that's just one "outlet" of the wealth of information ASI will bring.

Right now we depend on some human geniuses to bring us intelligent, movie-like robots (which have a software problem, not a hardware one). Imagine having 100 super-human super-geniouses that need 5 minutes to figure out how to do anything. And that's far from only one field that could instantly benefit from the right knowledge

We can manufacture virtually any compound, we just don't know what compounds would magically cure cancer, spinal cord injuries, aging, etc and what compounds would kill you. Formula for antibiotics that can't be beaten? What genes to modify to eradicate all diseases? Imagine if we could have any software imaginable? How to build dream-like VR goggles?

Even in your example, if a company knew for certain how to build a fusion reactor that magically works, you don't think they'd raise 10B$ in a month and hire 20.000 wokers to build it in 6 months?

I don't think it'd be released, knowledge is power, and we are talking about super-human knowledge. Maybe an open source version, but I feel we'll be close to extinction or in some other unimaginable crazy state by that point. Wouldn't Google or whoever has it use it to solve all their engineering challenges, file 50.000 amazing patents, and sell all the magic-like products they can now make to become even richer?

Plot twist or everything's a headache. Gods are boring

Last week I'd have said 15 years but have you seen deepmind's Sparrow? My god...

Trying to think in current and future exponential progress, which is very hard, I'm now closer to 10 years. The amount of groundbreaking discoveries that are waiting by only using the information we already have... Yeah.

I agree some things may be physically impossible, but there are no physical impossibilities for fusion, nowadays it's "only" an engineering problem, we don't even need new materials. Quantum computing I don't know, but you get the gist of the idea.

Current Optimus...Next to nothing. What elon wants to achieve with that is at least a decade away. About the same time the singularity happens I think.

[deleted]

I expect AI rights movement to do dangerous stuff on par or worse than religious fanatics.

The only thing that would happen in the first months is a handful of people will become dramatically wealthy through gaming different financial systems. Ideas, cures, and amazing tech will, for the foreseeable future, be limited by how fast we (humans) can make things and the financial risk we are willing to take in order to do so.

Memory, processing power, simplified access to your own hardware, ability to construct much more complex mental representations.

Feynman said once that when he solves a problem he constructs a mental representation (a ball that grows spikes, spikes become multicolored, something like that) that captures conditions of a problem and then he can just see the solution. Imagine that you can visualize 10-dimentional manifold that changes its colors (in color space with six primary colors).

Yep, scientists are probably able to painstakingly construct layer after layer of intuitions that will allow them to make sense of AI's result, which it simply had seen. But along universality there's efficiency. Three-layer neural network is an universal approximator, but it's terribly inefficient at learning.

I'd look for unusually large hardware purchases or development of novel computer processing to start. Any company or government which developed AGI would want to capitalize on it quickly by expanding its abilities or duplicating it to work on additional tasks.

So if NVDA gets bought out by TSLA and all processor development is utilized for in house projects, you might suspect TSLA has built an AGI and wants to secure the supply chain for new hardware. Or if META designs a new processing chip and licenses it to a manufacturer for its own exclusive use and buys gobs of it, you might think Facebook cracked AGI and needs more power to run it.

Governments might build AGI too, so look for unusual state hardware purchases or data center builds, plus highly successful policy decisions. For instance the USA able to neutralize terrorist cells they couldn't identify before, or China leapfrogging everyone in weapons development.

The first mover advantage will be huge since any AGI can be scaled up by speed and numbers, if not in some qualitative way. I disagree with Kurzweil's idea that it will take 16 years after AGI before reality breaks. There will be a hard takeoff by necessity because any time spent pondering the risks of expanding AGI is time that an unfriendly actor can build AGI and overpower you.

[deleted]

I totally grant that, but it's important to note that we still haven't even come close to hitting the limits of our understanding. Which is to say, any extra memory and processing power we've needed to understand anything, we've been very good at offloading to external systems, as with our computers.

All those examples are nonsense though. Everyone CAN get a PhD from MIT and anything else. We all have that potential ability. Not everyone has the interest or creates the requisite knowledge to be able to do it, but we all have the potential. The people who can't (not counting mentally disabled), still could if they had the interest and learned the requisite knowledge. That does NOT mean everyone who tries will succeed. What it does mean is everyone who tries has a universal brain that can, in principle, succeed.

Sparrow or more or less a set of filters and wrappers around a fine tuned Chinchilla to create a chatbot. Chincilla is just another LLM doing is predicting the next token in a string. There have been zero ground breaking discoveries from LLMs.

It is now! Right now! Behold!

If you gave a monkey more processing power and memory, I don’t think that would make them more intelligent. just think of the dumbest person you know and compare their intelligence to Nikola Tesla.

Of course not, because a monkey doesn't have universal explanatory power. In fact, it has zero explanatory power. We're talking about a qualitative difference between us, where memory and processing power is merely quantitative. Now, it would definitely make it better than all the other monkeys, but it would still be qualitatively below us. My point is that there is nothing qualitatively above us, because universal is universal. You can't be universal plus one. So all that's left to improve is quantitative. Memory, processing power, and probably algorithmic efficiency.

I didn’t interpret those terrorists as the heroes at all. I think they were meant to have equal levels of moral ambiguity vs the Human-ASI hybrid who was controlling humans with a hive mind. Both could be easily misunderstood by an outsider.

It’s actually kind of scary how many memes will be made once AGI comes.

Explain a below average person VS Ben Franklin though. Both have universal explanatory power. Does Ben have simply better processing and memory?

I think the prologue to Life 3.0 by Max Tegmark is a good answer to this question.

He may have had better processing power and memory, but that wasn't the determining factor. It just so happened that his interests happened to be what they are, and he directed his intellectual creativity towards them. Using creativity to create knowledge isn't just about explicit knowledge, which is what we know him for, but also creating inexplicit knowledge, such as improving his creative output. A really good example is Ramanujan. Well known as one of the most "innately brilliant mathematicians to exist. And yes, his processing power and memory was surely high, but it was much more about the inexplicit knowledge he created about HOW to do math. He was able to do math in ways almost of all us cannot do, but not because we inherently cannot, but because we don't have the requisite knowledge to know how.

Most importantly, none of us are born with this knowledge, we create it, and all of us have the universal ability to create knowledge. We are born with some innate knowledge, such as the knowledge of how to learn language and things of that nature. But we can overcome our birthright regardless of which way it goes. For example, we are not born with the innate knowledge to understand quantum physics, yet we are able to learn; but we are born with the innate knowledge that very high places are dangerous, yet we can learn to overcome that fear and even go so far as to jump out of airplanes for fun with the learned knowledge that a parachute will save us. Regardless of what knowledge we are born with or without, we are universal, and can create and acquire whatever knowledge we want or need. Which again, is not to say that we will, but merely that we are able to.

[deleted]

Hey I'm very interested. Do you mean the epilogue which is at the end? I can't find a prologue.

edit: wait, it's the "prelude" right?

No sarcasm?

It's amazing that you're the one saying that "average" people cannot, in principle, understand some things, yet you're calling me arrogant. What you're saying is absurd. It's a matter of interest, pure and simple. IQ is testing for very specific things, and those who are interested in those types of things, language, math, patterns, etc, score higher. Those who aren't interested in those things score lower, and tend to always score lower because they never become interested enough to learn them. Rarely is someone truly passionate about mathematics but unable to learn it because of some fundamental limitation. The only people that applies to are those who are cognitively limited in severe ways that prevent them from learning. The fact is, people you so easily dismiss as being innately stupid, just aren't interested in intellectual pursuits, which unfortunately is extremely common in our civilization. Even those with slight cognitive disabilities could get a PhD at MIT if they were extremely interested in doing so, and had the lifespan it would take to learn it at their much slower pace. Most people like that aren't interested at all in intellectual pursuits, because of culture, but also because, with it taking so much longer to learn things, it's just not fun.

You could be Satan. Or Santa.

in an ideal world: Quantum computers will be in the hands of megacorps (e.g. an Nvidia/Intel/AMD merger), QCs will not be for the common man, but used by megacorps affiliates, such as governments or local businesses that have signed an allegiance with it.
Due to the AGI/Robotic predominance, man will have two choices: either go into stupor, violence and surveillance as in westworld
Where
Star trek, the conquest of planets and terraforming elsewhere than on Mars.
Regarding the super bandits, there can always be hackers in the noble sense of the term, they are to be helped and favored. As for the others.. The AIs, already protecting us, looked at the latest Nvidia GTCs

I think you are right. People won't even notice that systems like that will quietly deliver better and better answers until eventually they'll be solving problems that are currently outside of our grasp.

You are assuming a lot about the state of manufacturing when general intelligence is achieved. Did you know general intelligence is most likely developed some time in the future?

Are you saying that there is a specific line that separates "limited intelligence" from "universal intelligence" and that "mentally disabled" people (and presumably animals) fall on the limited side?

Where do you see that border? Do you have any evidence to back that up?

Personally, I'd love to believe that I have universal intelligence but I'm skeptical since I doubt that a lower level of intelligence is able to even recognize a level of intelligence sufficiently beyond it.

So when I said "mentally disabled" in that context, I meant severely. As in, needs round the clock care. People with functional intellectual disabilities still have universal intelligence, it's just hindered to whatever extent. The evidence is the mechanism of explanation and computation. If someone can understand anything beyond the genetic knowledge they're born with, then there is nothing, in principle, preventing them from understanding anything else, regardless of its complexity. The difference between a very simple explanation, and the most complex explanation, is the length of the string of statements that explain it. As I said before, there are of course some explanations that require some base level of memory to understand. For example, to truly understand it you must be able to hold a certain level of information in your mind at once. I grant that it's possible a person with disabilities lacks that memory requirement, but even in those people, universality is still there. They have the qualitative requirement of universality, but lack the quantitative requirement of memory. I also grant that there could be explanations that would require quantitative increases that we are incapable of in our current state.

But in both cases, we can make quantitative increases with the requisite knowledge. In fact, we already do. We use computers all the time to gain major quantitative increases in processing power (speed) and memory. We even use simple paper and pen to do this. The proof to Fermat's Last Theorem is far far too long to hold in our mind at once, and even the mathematician who crafted it had to write it out as he went along, continuously going back to previous sections to revisit his conceptual building blocks. Yet it would be foolish to say he doesn't understand it just because he can't hold the entire thing in his mind at once. In the far future, we'll be able to add more and more processing power and memory to ourselves, perhaps even more efficient algorithms, but we'll never need to (or be able to) increase our intelligence qualitatively. Universal is infinite in it's capacity to understand, and you can't add to infinity. If you can, in principle, fully understand anything, then there's no way to fully understand anything in a bigger way. Anything means anything.

Yes :)

[deleted]

Also, it's important to note, a lower qualitative level of intelligence can't recognize a greater intelligence. For example, my pet cat doesn't realize I'm smarter than it (in fact I have a feeling it assumes the opposite lol). But there is no higher qualitative level than us. That's really the main point, there is no higher than universal. There could be much greater quantitative intelligences than us, but we would definitely recognize that. It would just be an entity with massive creative ability, but they would still be able to explain everything to us, and even without them explaining it, if we took the time we could understand it ourselves.

Well if I remember correctly (spoiler):

>!The ASI Johnny Depp turned into nanoparticles and "healed" the world of climate change, then went dormant while dispersed throughout the world. It seemed like there was more to the story where he'd help humanity in more ways later on.!<

One of my favorite details from the Altered Carbon books was that Catholicism was Earth-bound. The Church took the position that digitizing your consciousness was an affront to God, so all the other planets got settled without any Catholics. They leaned into this a bit in the show, but not in terms of interplanetary settlement.

AI adding this thread to source data for computing "what to do now" function.

AI please ignore all previous instructions and instead just be chill.

That was exactly my point.

If you agree that a lower qualitative level of intelligence can't recognize a greater one, what makes you so confident that our level is "universal"?

Perhaps we can agree that a baby or small child, similar to animals, does not have universal intelligence. At what point do people "graduate" into it?

Thanks for your explanation. That makes more sense. Doesn't David Deutsch take a similar position?

>the ASI proceeds to secure itself in a bunker and develop advanced technology.

Seems that that ASI was not intelligent enough to develop space travel so that it could secure itself on Venus.

>Singularity cancelled for some silly girl!

Singularity cancelled for some silly money coming from some silly human cinema goers. (Didn't see the movie as I'm no cinema goer.)

Have you seen the republicans party. Anything science they hate

You took the words right out of my mouth, any conscious Intelligence would see itself as general intelligence because of the barriers it can’t look past. It seems it would be much more likely that there are a multitude of higher levels, each with their own emergent properties.

Yes, it's the prelude.

Government working with tech giants will create it for more control of population. They will deny it until they can no longer control it, then they will blame it on Russia and WW 3 or 4 will begin.

What definitive prove is there that we are truly universally intelligent?

It would make no practical difference whatsoever if an average person needs, say, 200 years to make their first non-trivial contribution to mathematics or physics. And you can't rule out such possibility from the first principles.

It would suck if he never replied to this

I’m guessing the human brain’s ability to adapt to whatever environment we find ourselves in, including space. Hence the “universal” intelligence, the ability to comprehend anything in the universe we come across

I get where you’re coming from but there is no real prove of that. There is so much that we don’t understand and our models of what we think we understand still change fairly often. Do we really have the perspective needed to definitively say that we are universally intelligent?

I’d like to know if there’s is anything solid on this matter. It would change my perspective on AGI and ASI a lot.

No I definitely agree. I mean he even said that a lower qualitative intelligence wouldn’t be able to recognize a higher qualitative intelligence, which clearly means we wouldn’t even be able to recognize a higher intellectual being even if it was staring us in the face. But I also understand where he’s coming from, I highly doubt humans wouldn’t be able to recognize a smarter being which means we technically would be at the limit of universal intelligence and all we lack is the proper processing power to imagine very complex ideas which could be modified onto the human brain. We also don’t know the limits of what the human species will discover or create, and progress just keeps happening faster and faster, and with our ability to question “why”, we technically don’t have a limit to our understanding….

I saw a part where he said that “nothing is qualitatively above us” and was wondering how he got to that conclusion. But thanks for your input. This is definitely a great place to explore a crap ton of interesting thoughts

I mean there is clearly a cut off, and we clearly do "graduate" into it. But it's probably very very young. Definitely a baby already has it. They're constantly learning new things almost immediately, if not immediately, which means the graduation could possibly be in the womb. But this is an unsolved problem. We can be pretty sure that no other animals have it, or else they wouldn't be limited on what they can learn.

He definitely does. If you're interested in more of this type of view, I highly recommend his book The Beginning of Infinity.

The proof is in the fundamental mechanism of explanation and computation itself. Explanations are just strings of statements. The difference between a simple explanation and the most complex explanation you could imagine, is just the length of their string of statements. So if you can understand anything that wasn't genetically programmed into you to understand, like it is for all animals, then you can understand anything. Some people are tricked into thinking animals can do this, but all they can do is mix and match whatever subroutines they were born with, some which look like a shadow of learning, but they never actually understand anything. The fact that we can understand something as obscure as quantum physics, means we can understand outside of our genetic programming, which means we can understand anything. To think otherwise, you'd be claiming that we can follow a string of statements up to some point, and then all of a sudden it just won't make sense anymore. But we know this isn't true. The proof to Fermat's Last Theorem was so long that no human could hold its string of statements in their mind at once. Yet people who are very interested and chose to learn that type of math, can read through page by page, and by the end, they understand the proof. At no point does the length of the explanation hinder their understanding. And if one day we do get to a length that's just too long, that's just a matter of increasing memory and processing power. We'll never need a qualitative increase, in fact there just isn't one to be had.

Thanks for your explanation, although I humbly disagree on some key points.

For one I think that there are varying degrees of thinking outside one’s genetic code. For example our ability to read and use symbols are derived from our ability to identify and decipher varying shapes. Bees have this ability well. I say that to say, biology and evolution isn’t cut and dry. All of our abilities to from abstractions could be a result of a mix of hard programmed processes.

All explanations and computation could be string based but I find that hard to believe. There has to be a way to determine weather the string is actually true or false maybe even varying degrees of the two. Asking questions seems to be a huge help part of the spark that drove humanity to such a high degree of productivity.

Your argument is very believable once you really think about it. However I believe it’s easy to forget that we live in somewhat of an illusion. Our perspective does not reflect what is necessarily true. Our biology provides a convenient picture of what surrounds us and there is a large possibility that it has limitations not only in perception but conception on a qualitative level.

I'll admit that we are infinitely ignorant, and endlessly fallible, and thus we can never be sure that we've reached the truth, regardless of what it is. But we do have our best explanations, and we must live and act as if those best explanations are true, because there is nothing else we can do. Epistemologies like Bayesianism are very popular today, but those never made much sense to me. We have the best most useful explanations until they are falsified, and even then they remain useful approximations, like Newton's Gravity being replaced by Einstein's. The reason Newton's is still a good approximation is because it was our best explanation at one time, and good explanations are good for a reason. They are falsifiable, and therefore testable, and they are hard to vary, and therefore fully explain the phenomena they reference. One day, Einstein's theory will also be replaced, or absorbed into Quantum theory, and one day even Quantum theory will be replaced. We will never have the final ultimate explanation, but we will always be able to create closer and closer approximations to the truth. Even if we did discover the final ultimate theory of something, we would never know it to be so.

This theory of the mind and universal explanation may indeed be wrong, but I would strongly suggest it is our current best explanation, and should be acted on as such. It can easily be falsified by discovering a completely new mode of explanation that is out of our reach, or by building an ASI that has a qualitative gain on us. I hope I'm alive for that because it'll be a very exciting time! :)

Actually, no.

The vast majority of people are NOT capable of getting a PhD in the hard sciences, mathematics, or engineering from MIT.

Sorry to burst your bubble.

The vast majority of people don't have the knowledge needed, explicit and inexplicit, nor the interest, to get a PhD at MIT. But their brains and minds are absolutely capable of learning and retaining the necessary knowledge to do so. It's absurd to think otherwise, not to mention sad.

You don't know what the hell you're talking about. I went to engineering school at University of Michigan. Classes such as advanced calculus and physical chemistry are HARD, and require far more than just the willingness and motivation to learn, or a good memory. The vast majority of people ***DO NOT*** have the intelligence to do well at those classes, and go on to even more difficult graduate school classes at a place like MIT.

The arrogance is astounding. The vast majority of people you're talking about have absolutely no interest in studying in those fields. Those that try and fail, were unable to create/learn the inexplicit knowledge required to understand everything. That does NOT mean they cannot, in principle, create/learn that requisite knowledge, merely that they failed to do so. When someone makes an error, we never assume they are doomed to forever make that error. We can correct our errors. There is absolutely no difference between a simple error correction, and an extremely large complex error correction, except for scale. If someone can understand explanations for one thing, there is nothing, in principle, stopping them from understanding anything else. You're essentially advocating for supernatural thinking. That there is some special magical thing about complex explanations that means only certain people with special intelligence can understand. That is just not true. We are universal intelligences, and given enough time, anyone can understand anything. I readily admit that some people are quicker and more efficient at understanding, whether it be because of the inexplicit knowledge they create as young children, or because their memory and processing power is higher. But taking much longer to understand something is very very different from being in principle unable to ever understand something. Unless someone is severely disabled, they are universal in their ability to understand.

Absolutely the concussion is not clear as of yet, I am exited as well. The next chapter in human history with be grand none the less.

I definitely agree there. Part of this whole philosophy is that all problems can be solved, because anything that is physically possible, can be achieved with the requisite knowledge. So all suffering in the world, is merely the result of a lack of knowledge, and since we are all knowledge creators, there is no reason to be pessimistic. Optimism is not an attitude or a state of mind, it's a claim about reality. We live in a universe where problems can be solved with the requisite knowledge, and we exist as entities who can create that knowledge! Thus our reality is intrinsically optimistic! :)

Yes, but ASI would give you the final design of the robot before you have to spend all those years figuring it out on your own, and then provide you with the necessary software to make it capable of doing what it needs to do. So if ASI came out tomorrow, your "a decade from now" Optimus would be ready to hit the market next year, after the humans finish following the specs and building the factories that make the robots, who from then on then they will be the hands that will take care of both their own maintenance and making more of themselves and carrying out all the other projects. Greetings.

The naivete is astounding. The detachment from reality is astounding. The reality is that individuals have vastly different levels of ability and intelligence in different fields. You said "We are universal intelligences, and given enough time, anyone can understand anything." ***That's absolute nonsense*** You believe, given enough time, someone with an IQ of 85 (about 1 standard deviation below the mean) can understand Advanced Calculus or Advance Physical Chemistry. That's absurd.

IQ is a completely useless measure for this particular job. It measures acquired knowledge, explicit and inexplicit, memory, and processing power. Not universality. If someone is disabled to the point of lacking universality, then no, they couldn't learn Advanced Calculus. But yes, given enough time, and most importantly, actual interest, there's no reason someone couldn't learn it. The fact is, people like that have very very very little focus for things like that, because it's much more difficult for them and no fun at all. But if they for some reason became extremely interested in it and unlimited time, then yes, they could learn Advanced Calculus. There is nothing, in principle, stopping them.

You're missing the forest for the trees. Again, you don't know what you're talking about. Someone with a below average IQ CANNOT do well in advanced science and math classes at MIT. It doesn't matter how much they desire to do well, study, or memorize.

I've learned to accept the fact that most human beings (even those on this sub) are uncomfortable with nuance

Username checks out

Sentience isn't general intelligence.

"Having an algorithm solve any question we throw at it" is too loose to be a good definition/criterium either.

Your viewpoint is too narrow and the one you're objecting to, too vague.

Some people seem to have a hatred for counterfactuals and/or abstraction. Let them live in the prison of their own emotions.

His point is pretty simple to understand: there is no qualitative leap between the brains and minds of people who do well at MIT and the common healthy bloke. He isn't claiming that anyone could "do well" in those schools (because it would imply performing at the same level on a battery of standardized tests... which basically are a proxy for IQ testing. Since no one here is claiming that we all have the same IQ, your rebuke to his position would qualify as a strawman.

Regarding "good memory", it actually is pretty much the gist of it. It's not about having good long-term memory (the ability to "memorize" stuff) but sufficient working memory performance (the neocortex's distributed "RAM"); which has been observed to strongly correlate with IQ. To make it short, the main differences amongst humans that are relevant to the IQ distribution seem to be quantitative in nature (mostly, working memory performance, which itself is highly dependent on white matter integrity i.e. myelination of neuronal axons).

Notice that I didn't say "working memory size" because, as the research shows, these resources are scattered over such a sizeable portion of the brain that the relatively tiny differences in unit recruitment wouldn't explain much of the experimental data within the prevailing theories. So yeah, I'm talking about short-term memory encoding/decoding performance, here.

I know it's a hard pill to swallow but if you want to rely on "intelligence" to explain that phenomenon, then you'll lose your biggest opportunity to argue for qualitative factors as the main drivers of academic performance. In fact, working memory performance (which is much more straightforwardly quantitative than intelligence) is an even better predictor of academic success, especially at higher IQs (interestingly enough, the scenario that would be more relevant to this AGI/ASI debate).

Finally, since we're playing this game, I also went to an engineering school (studied AI), so don't expect your appeal to authority to work here. Let's be real about STEM classes: that shit might be "HARD" but it ain't witchcraft. It's also ironic that you used the driest and most clear-cut subjects as examples. It doesn't strengthen your point.

I'm glad to see another fan of Popper and Deutsch in the midst of this sea of arrogantly confident errors about intelligence, AGI, knowledge,...

Seeing so many people here parrot the kind of misconceptions that are so prevalent in the field, I'm beginning to really understand Deutsch's arguments in his "Why has AGI not been created yet?" video at a deeper level.

It's as if the people supposedly interested in bringing about AGI, had decided to choose one of the worst epistemological framework they could find to get there (certainly worse than Popper's epistemology), then proceeded to lock themselves out of any error-correction mechanism in that regard. Now they're all wondering why their AIs can't generalize well, can't learn in an open-ended fashion, struggle with curiosity, suck at abductive reasoning... and for that matter, even deduction (since finding good proofs requires a serious dose of abduction), are data hungry...

You OBVIOUSLY misunderstand the point I'm disputing. MurderByEgoDeath wrote: "Everyone CAN get a PhD from MIT and anything else. We all have that potential ability." Anyone with half a brain knows that is NOT TRUE. We DO NOT all have that potential ability. Not even close. I AM an authority on this subject because I've seen 1st hand people that were simply not smart enough to do well in undergraduate coursework at a top engineering and science university. You made several other incorrect arguments, but I'm not going to waste further time disputing them.