Types of Artificial Intelligence Based on Capabilities
Posted: Tue Jan 07, 2025 3:53 am
The level of intelligence that an AI system includes is what we mean when we talk about different forms of AI based on capabilities. Narrow AI, general AI, and superintelligent AI are the three main categories.
Narrow AI
The most common kind of AI in use today is narrow AI, sometimes known as weak AI. This phone database type of AI works within an established set of skills and is made to carry out particular tasks. Consider your email spam filter or the recommendations that appear on your favourite shopping website. These systems are designed to address certain issues, but they lack any additional awareness.
This includes the majority of the AI systems we use on a regular basis. While they are highly skilled at some jobs, they are limited by their programming. Essentially, narrow AI is highly specialized but not adaptable.
Example: Spotify's music recommendation system. It can only do one thing, which is to recommend songs based on your listening history.
General AI
A more advanced idea that attempts to imitate human intelligence is general AI, sometimes referred to as strong AI. Any intellectual task that a human can complete, this kind of AI can do too. General AI is capable of understanding, learning, and applying information across a wide range of tasks, compared to narrow AI, which is limited to specific uses.
Narrow AI
The most common kind of AI in use today is narrow AI, sometimes known as weak AI. This phone database type of AI works within an established set of skills and is made to carry out particular tasks. Consider your email spam filter or the recommendations that appear on your favourite shopping website. These systems are designed to address certain issues, but they lack any additional awareness.
This includes the majority of the AI systems we use on a regular basis. While they are highly skilled at some jobs, they are limited by their programming. Essentially, narrow AI is highly specialized but not adaptable.
Example: Spotify's music recommendation system. It can only do one thing, which is to recommend songs based on your listening history.
General AI
A more advanced idea that attempts to imitate human intelligence is general AI, sometimes referred to as strong AI. Any intellectual task that a human can complete, this kind of AI can do too. General AI is capable of understanding, learning, and applying information across a wide range of tasks, compared to narrow AI, which is limited to specific uses.