Beginner · Fundamentals
Weak AI
Visual diagram · (in preparation) · Math · (in preparation) · Worked example · 3 difficulty levels.
TL;DR. AI designed and trained for a specific, narrow task, often called narrow AI.
Technical Definition
AI designed and trained for a specific, narrow task, often called narrow AI.
How it works
Weak AI, also known as Narrow AI, refers to artificial intelligence systems that are specialized to perform a single, limited task. Unlike hypothetical Artificial General Intelligence (AGI) which would possess human-like cognitive abilities across diverse tasks, weak AI operates within a predefined range. Examples include virtual assistants, image recognition software, and recommendation engines.
Related Concepts
- Machine Learning — A field of AI where systems learn patterns from data instead of following hard-coded rules.
- Artificial general intelligence (AGI) — AI that can perform any intellectual task that a human being can.