Ask the Chatbot Games & Quizzes History & Society Science & Tech Biographies Animals & Nature Geography & Travel Arts & Culture ProCon Money Videos
Britannica Sources used in this answer

How is machine learning related to artificial intelligence?

Created from Britannica articles using AI. AI can make mistakes, so verify using Britannica articles.
Artificial intelligence
artificial intelligence Image generated by the Stable Diffusion model from the prompt “the ability of a digital computer or computer-controlled robot to perform tasks commonly associated with intelligent beings,” which is the definition of artificial intelligence in the Encyclopædia Britannica article on the subject. Stable Diffusion is trained on a large set of images paired with textual descriptions and uses natural language processing to generate an image.

Machine learning is a subset of artificial intelligence, but the two terms are not synonymous. While artificial intelligence is a broad branch of computer science focused on creating systems capable of simulating intelligent human behavior, machine learning is a specific discipline within that field.12345

The relationship between the two is functional: machine learning provides the methods that enable computers to learn autonomously by identifying patterns in data, rather than relying on explicit programming for every possible scenario. By utilizing techniques such as neural networks and genetic algorithms, machine learning allows a computer to improve its own performance over time, which in turn helps the system attain a level of artificial intelligence. In essence, machine learning serves as a foundational tool used to achieve the broader goals of artificial intelligence.1245