Distinction from Machine Learning

Artificial Intelligence (AI) and machine learning are often used interchangeably, but they represent distinct concepts within the realm of technology. It is essential to understand how AI is defined and how it differs from machine learning in order to appreciate their respective roles and capabilities.

Defining Artificial Intelligence

Artificial Intelligence refers to the simulation of human intelligence in machines that are programmed to think and act like humans. This broad concept encompasses various technologies and applications, such as natural language processing, computer vision, robotics, and more. AI seeks to create systems capable of perceiving their environment, reasoning about it, and taking appropriate actions to achieve specific goals, thus emulating human cognitive functions.

Differentiating from Machine Learning

Machine learning is a subset of AI and constitutes a specific approach to achieving AI’s broader goals. It focuses on the development of algorithms that allow computers to learn from and make predictions or …