History and Evolution of AI vs ML: Understanding Their Roots and Rise
Artificial Intelligence (AI) and Machine Learning (ML) are two of the most transformative technologies of our time. While they’re often used interchangeably, they have distinct origins, purposes, and evolutionary paths. To truly grasp their impact on today’s digital landscape, it’s important to understand where they came from, how they evolved, and where they are headed. 🏛️ A Brief History of Artificial Intelligence 1. The Origins (1940s–1950s) Alan Turing (1950): Proposed the concept of a machine that could simulate any human intelligence in his famous paper “Computing Machinery and Intelligence,” introducing the Turing Test . First Concepts of Neural Networks (1943): McCulloch and Pitts developed a simplified brain cell model using logic and math. 2. The Birth of AI (1956) Dartmouth Conference: Coined the term “Artificial Intelligence.” Founders like John McCarthy, Marvin Minsky, and Claude Shannon envisioned computers that could reason, learn, and solve problems. ...