What is Artificial General Intelligence

What is Artificial General Intelligence?

Instead of using machine learning for specific tasks, like artificial intelligence (AI), Artificial General Intelligence (AGI) is theoretical technology that will one day possess human-like cognitive abilities.

AGI systems will one day be able to understand and apply problem solving to any field, just like a human might. The difference between AI and AGI is that AGI is a type of AI. AGI can perform tasks like a real human, while regular AI cannot.

Table of Contents

• Artificial General Intelligence vs Artificial Intelligence

• Artificial General Intelligence vs Generative AI

• Conclusion

Artificial General Intelligence vs Artificial Intelligence

The first question you may ask in an AGI vs AI breakdown is "does AGI exist?"

The answer is no, AGI only exists in science fiction at the moment, and this is only one AI vs AGI difference.

AGI will one day mimic a human brain's neural networks. Using AI technology, AGI will mimic human problem solving of a wide range of tasks. From politics, to gardening, your AGI will be able to do anything a human can.

Today, AI models are specialized to perform specific tasks, be it creating AI study guides or humanizing AI language. This is why people typically consider AI models today as "narrow AI" or "weak AI".

Artificial General Intelligence vs Generative AI

Generative AI allows users to create AI generated content like text, images, audio, or video. They use a lot of machine learning to find patterns in datasets that they can then use to create new content.

Generative AI systems do not actually understand the content they've learned though. They simply try to recreate certain trends. Artificial General Intelligence does understand the large swaths of content in its machine learning. Allowing it to use the same random, natural thought processes a human might have.

Conclusion

The debate between artificial general intelligence vs AI is more than a distinction between types of intelligent systems. Computer scientists at every major AI company aim to create AGI as their primary goal. For them, creating AGI is technology's next frontier.

These AI companies want to do more than recreate human cognition in AI systems though, they want to make AI humans essentially. With functions like computer vision and hearing, giving AI systems the ability to understand the world like a human would.