Difference between [ Narrow AI vs General AI ] with example
Cover Image of Difference between [ Narrow AI vs General AI ] with example |
Narrow AI (also known as weak AI or limited AI) refers to artificial intelligence that is designed to perform a specific task or a set of tasks within a specific domain. It is designed to operate within a pre-defined set of parameters and is not capable of performing tasks outside of its designated domain. Narrow AI is currently the most common type of AI in use, and it is used in a variety of applications, including image and speech recognition, language translation, and decision-making systems.
On the other hand, General AI (also known as strong AI or artificial general intelligence) refers to artificial intelligence that has the ability to perform any intellectual task that a human can. It is capable of learning, adapting, and solving problems in a wide range of domains and is not limited to a specific set of tasks or domains. General AI does not currently exist and is considered to be a future possibility.
Here is a comparison of narrow AI and general AI in tabular form:
Narrow AI | General AI |
---|---|
Designed to perform specific tasks or a set of tasks within a specific domain | Capable of performing any intellectual task that a human can |
Operates within a pre-defined set of parameters | Capable of learning, adapting, and solving problems in a wide range of domains |
Currently the most common type of AI in use | Does not currently exist and is considered a future possibility |
Examples include image and speech recognition, language translation, and decision-making systems | None, as it does not currently exist |
Example of narrow AI: A machine learning model that is trained to recognize objects in images and classify them into different categories is an example of narrow AI. It is designed to perform a specific task (object recognition and classification) within a specific domain (images).
Example of general AI: A machine that is capable of learning and adapting to perform any intellectual task that a human can, such as solving complex math problems, understanding natural language, and making decisions, would be an example of general AI. This type of AI does not currently exist.
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