AI and the Illusion of Intelligence

Copenhagen Business School via Coursera

Coursera based on 24 ratings

Likes

Overview

"AI and the Illusion of Intelligence" is a thought-provoking course that delves into the distinction between true human intelligence and the capabilities of artificial intelligence systems. The course challenges common misconceptions by exploring how AI mimics intelligent behavior through pattern recognition, data processing, and algorithmic rules without genuine understanding or consciousness. Learners will examine the history and evolution of AI, from early symbolic AI to modern deep learning models, and understand why AI’s impressive outputs can sometimes create an illusion of...

Syllabus

Week 1: Illusions of Intelligence

Can AI match or surpass human intelligence? This is rapidly becoming the central question of our time -- but as we will see, it's the wrong question. In this module we will see that we can gain insight from centuries-old ideas about machines and intelligence.

Week 2: The Technology of Language

As Turing foresaw over a half-century ago, there has been a stunning development in computer technology, to the point where computers can mimic aspects of human intelligence. But something much bigger has happened -- we have begun for the first time in history to profoundly understand the nature of human intelligence, especially concerning language, in what has become known as the cognitive revolution. When we think about AI, we tend to think about the machines -- but in fact, it has always been all about us.

Week 3: Will Computers Ever Understand Us?

There has been impressive progress in AI development, especially concerning language technology. But the whole point of using language is to communicate meaning -- is AI progressing towards the goal of understanding meaning? Does it even make sense to think that a computer could understand us?

Week 4: AI -- a New Kind of Being?

With the Turing Test, Alan Turing suggested that computers might conceivably match or even surpass humans -- this is something more and more people are worried about. But Turing also showed, with the Halting Problem, that many problems go beyond what can ever be computed. There's no reason to assume that human intelligence could ever be captured by computation. More importantly, human intelligence and abilities are not static -- and AI is best thought of as a way of amplifying human abilities.