intelligence:narrow_ai

Intelligence

Narrow AI

What is Narrow AI?

Narrow AI, also known as Weak AI, refers to artificial intelligence systems that are designed and trained to perform specific tasks or solve particular problems. Unlike General AI, which aims to understand and reason across a wide range of domains like a human, Narrow AI focuses on a singular task and operates within a limited context.

Some characteristics of Narrow AI include:

  • Task-Specific: Designed to perform predefined functions, such as image recognition, language translation, or game playing.
  • Limited Scope: It excels in its specific domain but lacks the ability to generalize knowledge or perform tasks outside of that domain.
  • Common Examples: Virtual assistants (e.g., Siri, Alexa), recommendation systems (e.g., Netflix, Amazon), and self-driving car technologies.

Narrow AI systems utilize machine learning algorithms, neural networks, and other computational techniques to improve their performance on their designated tasks, but they do not possess consciousness, self-awareness, or genuine understanding.

In summary, Narrow AI is an important aspect of modern technology, providing powerful tools for automation and assistance, yet it is fundamentally different from human-like intelligence or consciousness.

Snippet from Wikipedia: Weak artificial intelligence

Weak artificial intelligence (weak AI) is artificial intelligence that implements a limited part of the mind, or, as Artificial Narrow Intelligence, is focused on one narrow task.

Weak AI is contrasted with strong AI, which can be interpreted in various ways:

  • Artificial general intelligence (AGI): a machine with the ability to apply intelligence to any problem, rather than just one specific problem.
  • Artificial super intelligence (ASI): a machine with a vastly superior intelligence to the average human being.
  • Artificial consciousness: a machine that has consciousness, sentience and mind (John Searle uses "strong AI" in this sense).

Narrow AI can be classified as being "limited to a single, narrowly defined task. Most modern AI systems would be classified in this category." Artificial general intelligence is conversely the opposite.

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  • intelligence/narrow_ai.txt
  • Last modified: 2025/02/02 21:02
  • by Henrik Yllemo