Questions tagged [agi]

For questions about Artificial General Intelligence (AGI), a hypothetical machine characteristic permitting it to learn any arbitrary intellectual ability up to the limits of the available computing resources.

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20
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2answers
2k views

Problems that only humans will ever be able to solve

With the increasing complexity of reCAPTCHA, I wondered about the existence of some problem, that only a human will ever be able to solve (or that AI won't be able to solve as long as it doesn't ...
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4answers
5k views

What is the relevance of AIXI on current artificial intelligence research?

From Wikipedia: AIXI ['ai̯k͡siː] is a theoretical mathematical formalism for artificial general intelligence. It combines Solomonoff induction with sequential decision theory. AIXI was first ...
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6answers
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Is the Turing Test, or any of its variants, a reliable test of artificial intelligence?

The Turing Test was the first test of artificial intelligence and is now a bit outdated. The Total Turing Test aims to be a more modern test which requires a much more sophisticated system. What ...
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4answers
2k views

How close are we to creating Ex Machina?

Are there any research teams that attempted to create or have already created an AI robot that can be as close to intelligent as these found in Ex Machina or I, Robot movies? I'm not talking about ...
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1answer
879 views

What does "death" intuitively mean in the paper "Death and Suicide in Universal Artificial Intelligence"?

In the paper Death and Suicide in Universal Artificial Intelligence, a proposal is given for what death could mean for Artificial Intelligence. What does this mean using English only? I understand ...
3
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1answer
295 views

Is it possible to build an AGI with neural networks on neuromorphic chips?

I read a lot about the structure of the human brain and artificial neural networks. Is it possible to build an AGI (or human-level AI) with artificial neural networks on neuromorphic chips, which ...
45
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3answers
23k views

What is the difference between strong-AI and weak-AI?

I've heard the terms strong-AI and weak-AI used. Are these well defined terms or subjective ones? How are they generally defined?
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2answers
1k views

Why is reinforcement learning not the answer to AGI?

I previously asked a question about How can an AI freely make decisions?. I got a great answer about how current algorithms lack agency. The first thing I thought of was reinforcement learning, since ...
11
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5answers
6k views

Why do we need common sense in AI?

Let's consider this example: It's John's birthday, let's buy him a kite. We humans most likely would say the kite is a birthday gift, if asked why it's being bought; and we refer to this reasoning ...
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2answers
2k views

What limits, if any, does the halting problem put on Artificial Intelligence?

Given the proven halting problem for Turing machines, can we infer limits on the ability of strong Artificial Intelligence?
9
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4answers
407 views

Should intelligent AI be granted the same rights as humans?

One of the most crucial questions we as a species and as intelligent beings will have to address lies with the rights we plan to grant to AI. This question is intended to see if a compromise can be ...
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1answer
300 views

What are some online courses on artificial general intelligence?

Although no artificial general intelligence (AGI) has yet been created, probably, there are already some courses on the topic. So, what are some online (preferably free) courses on AGI?
11
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1answer
413 views

What kind of body (if any) does intelligence require?

In the mid 1980s, Rodney Brooks famously created the foundations of "the new AI". The central claim was that the symbolist approach of 'Good Old Fashioned AI' (GOFAI) had failed by attempting to '...
9
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3answers
690 views

Could an AI be sentient?

In theory, could an AI become sentient, as in learning and becoming self-aware, all from its source code?
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2answers
252 views

What are some books or state of the art papers about the development of a strong-AI?

I am looking for books or to state of the art papers about current the development trends for a strong-AI. Please, do not include opinions about the books, just refer the book with a brief ...
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1answer
115 views

Are there other mathematical frameworks of artificial general intelligence apart from AIXI?

AIXI is a mathematical framework for artificial general intelligence developed by Marcus Hutter since the year 2000. It's based on many concepts, such as reinforcement learning, Bayesian statistics, ...
38
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4answers
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What is the concept of the technological singularity?

I've heard the idea of the technological singularity, what is it and how does it relate to Artificial Intelligence? Is this the theoretical point where Artificial Intelligence machines have progressed ...
11
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3answers
4k views

What are the mathematical prerequisites to be able to study artificial general intelligence?

What are the mathematical prerequisites to be able to study artificial general intelligence (AGI) or strong AI?
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5answers
3k views

Why are deep neural networks and deep learning insufficient to achieve general intelligence?

Everything related to Deep Learning (DL) and deep(er) networks seems "successful", at least progressing very fast, and cultivating the belief that AGI is at reach. This is popular imagination. DL is a ...
16
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4answers
566 views

How to reinvent jobs replaced by AI?

In general, what possibilities are there for reinventing job descriptions that could be replaced by an automated AI solution? My initial ideas include: Monitoring the AI and flagging its incorrect ...
11
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5answers
3k views

Is there a rigorous proof that AGI is possible, at least, in theory?

It is often implicitly assumed in computer science that the human mind, or at least some mechanical calculations that humans perform (see the Church-Turing thesis), can be replicated with a Turing ...
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6answers
353 views

Would an AI with human intelligence have the same rights as a human under current legal frameworks?

For example, would an AI be able to own property, evict tenants, acquire debt, employ, vote, or marry? What are the legal structures in place to implement a strong AI into society?
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3answers
1k views

What would be the best way to disable a rogue AI?

Suppose that an artificial superintelligence (ASI) has finally been developed, but it has rebelled against humanity. We can assume that the ASI is online and can reproduce itself through electronic ...
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3answers
2k views

How can an AI freely make decisions?

Suppose a deep neural network is created using Keras or Tensorflow. Usually, when you want to make a prediction, the user would invoke model.predict. However, how ...
5
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2answers
1k views

What is the current state of AGI development?

Could you please provide some insight into the current stage of developments in AGI area? Are there any projects that had breakthroughs recently? Maybe some news source to follow on this topic?
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3answers
268 views

Given enough computational resources, do we currently have any algorithms which could achieve AI?

Hypothetically, assume that you have access to infinite computing power. Do we have designs for any brute-force algorithms that can find an AI capable of passing traditional tests (e.g. Turing, ...
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1answer
129 views

How about creating artificial intelligence in this way?

DeepMind-generally-capable-agents-emerge-from-open-ended-play Deepmind is saying "We then use population based training (PBT) to adjust the parameters of the dynamic task generation based on a ...
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3answers
451 views

What's the term for death by dissolving in AI?

What's the term (if such exists) for merging with AI (e.g. via neural lace) and becoming so diluted (e.g. 1:10000) that it effectively results in a death of the original self? It's not quite "digital ...
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5answers
769 views

Is there a limit to the increase of intelligence?

Some argue that humans are somewhere along the middle of the intelligence spectrum, some say that we are only at the very beginning of the spectrum and there's so much more potential ahead. Is there ...
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2answers
3k views

Does a quantum computer resolve the halting problem and would that advance strong AI? [duplicate]

Have there been proposed extensions to go beyond a Turing machine that solve the halting problem and if so, would those proposed extensions have value to advance strong Artificial Intelligence? For ...
5
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2answers
275 views

Can an AGI convince another AGI to modify its code?

Let's suppose there are two AGIs, $A$ and $B$. Assume that $B$ has the ability to modify $A$, but this action of modifying is considered bad by $B$. Can $A$ ever convince $B$ to modify $A$?
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1answer
100 views

How important is learning to learn for the development of AGI?

Some people say that abstract thinking, intuition, common sense, and understanding cause and effect are important to make AGI. How important is learning to learn for the development of AGI?
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2answers
141 views

What are the scientific journals dedicated to artificial general intelligence?

Apart from Journal of Artificial General Intelligence (a peer-reviewed open-access academic journal, owned by the Artificial General Intelligence Society (AGIS)), are there any other journals (or ...
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3answers
245 views

What is the name of an AI whose primary goal is to create a better AI?

A general AI x creates another AI y which is better than x. y creates an AI better than itself. And so on, with each generation's primary goal to create a better AI. Is there a name for this. By ...
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1answer
109 views

What are the benefits of the VGDL over the ALE?

For benefits of testing AGI, is using a high-level video game description language (VGDL) gives more reliable and accurate results of general intelligence than using Arcade Learning Environment (ALE)?
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3answers
444 views

Who was the first person to recognize the distinction between human-like general intelligence and domain-specific intelligence?

In the 1950s, there were widely-held beliefs that "Artificial Intelligence" will quickly become both self-conscious and smart-enough to win chess with humans. Various people suggested time frames of e....
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2answers
196 views

Can we destroy an artificial general intelligence without its consent?

According to Wikipedia Artificial general intelligence(AGI) Artificial general intelligence (AGI) is the intelligence of a (hypothetical) machine that could successfully perform any ...
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2answers
242 views

Would an artificial general intelligence have to be Turing complete?

Artificial general intelligence is the intelligence of a machine that could successfully perform any intellectual task that a human being can. Would an artificial general intelligence have to be ...
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2answers
237 views

Will AI always depend on models and thus approximations?

In section 3 of the paper The Limits of Correctness (1985) Brian Cantwell Smith writes When you design and build a computer system, you first formulate a model of the problem you want it to solve, ...