DeepMind AlphaGeometry: Is AGI just around the corner?

In summary, "DeepMind AlphaGeometry: Is AGI just around the corner?" explores the advancements made by DeepMind in artificial general intelligence (AGI) through the development of AlphaGeometry. The article discusses how AlphaGeometry leverages geometric reasoning and neural network architectures to improve problem-solving capabilities, potentially signaling a significant step toward AGI. It highlights the implications of these advancements for various fields and considers the ethical and societal challenges that may arise as AGI approaches reality.
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Meow12
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Indeed, but that is not just a press release; it is a peer-reviewed paper in Nature.
Also, in this context I believe DeepMInd is somewhat separate from Google. While they are indeed owned by Google (and their technology is used in Google products) I am not aware of any DeepMind results/paper being retracted. Results published under the DeepMind name seems to have a` good track record.
 
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Did they test negatives? What happens when you give it a problem that cannot be proven? Or that can only be verified by numerical evaluation?
 
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Swell. A tool that can answer geometry questions incorrectly. Just what we need.
 
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Vanadium 50 said:
Swell. A tool that can answer geometry questions incorrectly. Just what we need.
It's just that it will certainly come up with a lot of false proofs, it would be nice to have an AI say, "I cannot solve it".
 
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From my understanding, the concept of true AGI is still a bit philosophical when we are still scratching the surface of understanding how the human mind works. There will no doubt be continued miraculous developments in AI, but AGI right now is still just a buzzword.
 
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Sabine Hossenfelder take on this:
 
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Meow12 said:
DeepMind's new geometry problem-solver AlphaGeometry can solve Euclidean plane geometry questions
... AGI just around the corner...

Let's discuss this when there will be an AI capable enough to solve 'neighbour problems' without utilizing shotguns.
Math is easy :wink:
 
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Rive said:
Let's discuss this when there will be an AI capable enough to solve 'neighbour problems' without utilizing shotguns.
Math is easy :wink:
We've solved that in the UK. The solution is gun laws.
 
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FAQ: DeepMind AlphaGeometry: Is AGI just around the corner?

What is DeepMind AlphaGeometry?

DeepMind AlphaGeometry is a research initiative by DeepMind that focuses on advancing the understanding of geometric reasoning and its applications in artificial intelligence. It aims to enhance AI's ability to comprehend and manipulate geometric concepts, which are crucial for various tasks in robotics, computer vision, and other fields.

How does AlphaGeometry relate to artificial general intelligence (AGI)?

AlphaGeometry is seen as a step towards achieving AGI because it addresses one of the critical components of human-like intelligence: the ability to understand and reason about the physical world. By improving geometric reasoning capabilities, AlphaGeometry may contribute to the development of more sophisticated AI systems that can perform a wider range of tasks with greater flexibility and understanding.

Is AGI just around the corner because of AlphaGeometry?

While AlphaGeometry represents a significant advancement in AI research, it is not accurate to say that AGI is just around the corner. The journey to AGI involves overcoming numerous technical and theoretical challenges, and while projects like AlphaGeometry contribute valuable insights, there is still much work to be done before achieving true AGI.

What are the potential implications of AlphaGeometry for society?

The implications of AlphaGeometry for society could be profound, including improvements in automation, enhanced decision-making systems, and advancements in fields like healthcare and transportation. However, it also raises ethical considerations regarding the impact of advanced AI on employment, privacy, and security, necessitating careful consideration and regulation as these technologies develop.

What are the main challenges facing the development of AGI?

The main challenges facing the development of AGI include understanding and replicating human-like reasoning, emotional intelligence, and common sense knowledge. Additionally, ensuring safety, alignment with human values, and addressing the ethical implications of AGI are crucial hurdles that researchers must navigate as they work towards this goal.

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