AI vs Machine Learning

Simranjot Singh
3 min readAug 10, 2023
Photo by Hunter Harritt on Unsplash

In the realm of technology, the distinction between AI and ML is paramount. AI represents the ambitious goal of endowing machines with human-like intelligence and autonomy, while ML serves as the engine that propels AI’s evolution.

Both domains, though separate, coalesce to create a landscape of innovation that is reshaping industries, automating processes, and augmenting human capabilities.

Understanding the nuances of AI and ML is not only key to harnessing their potential but also essential for envisioning a future where intelligent machines become steadfast allies in our pursuit of progress. Let’s try to learn the distinction between both:

Understanding AI: The Grand Vision of Digital Intelligence

At its core, Artificial Intelligence represents the grand vision of endowing machines with human-like intelligence and cognitive abilities. AI encompasses a vast spectrum of technologies and techniques that enable computers to simulate human thought processes, reasoning, problem-solving, and decision-making.

It seeks to create systems that can perceive, comprehend, learn, and adapt to complex situations, often leading to autonomous or semi-autonomous decision-making.

Diving into Machine Learning: The Neural Network of AI

Machine Learning, a subset of AI, serves as its neural network. It focuses on the development of algorithms that allow systems to learn patterns and insights from data without being explicitly programmed. ML algorithms, often inspired by the workings of the human brain, become progressively better at performing a task as they are exposed to more data.

This learning process allows ML systems to evolve and refine their predictions, classifications, and decisions, making them adept at tasks ranging from image recognition to language translation.

AI’s Diverse Landscape: From Narrow to General Intelligence

One of the key distinctions between AI and ML lies in their scope. AI encompasses both Narrow AI and General AI. Narrow AI, also known as Weak AI, is designed to perform a specific task with proficiency. It excels in specialized…

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Simranjot Singh

An engineer by peer pressure, corporate professional by parent’s expectations & product designer by passion. I tell stories with a tinch of intellectualness.