AI Glossary Term

What does “Artificial Intelligence (AI)” mean?

Definition

The broad field of building systems that perform tasks requiring pattern recognition, reasoning, language, or decision-making.

How Artificial Intelligence (AI) works

Diagram for Artificial Intelligence (AI), layers from top to bottom: Artificial Intelligence: machines doing tasks that need intelligence; Machine Learning: learning patterns from data; Deep Learning: many-layer neural networks; Generative AI: creating text, images, audio.Artificial Intelligence: machines doingtasks that need intelligenceMachine Learning: learning patterns fromdataDeep Learning: many-layer neuralnetworksGenerative AI: creating text, images,audio

Example

Spam filters, map route suggestions, and voice assistants all use AI. Some follow hand-written rules, while most modern ones learn patterns from large amounts of data.

Why it matters

AI is a broad label that covers very different technologies. Knowing the layers helps you judge what a given product can and cannot do.

Common questions

Is AI the same as machine learning?

No. Machine learning is one approach within AI. Other approaches include rule-based systems and search methods.

Does AI think like a human?

No. AI systems process patterns in data and do not have human understanding or experience, even when their output sounds fluent.

Is AI new?

The field dates to the 1950s. Recent growth comes from larger datasets, faster hardware, and improved methods.

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