1 Demystifying AI: An Introduction to Core Concepts and Players; When to Use AI 1 Demystifying AI: An Introduction to Core Concepts and Players; When to Use AI
Welcome to Module 1! The goal of this week is to get everyone on the same page regarding what artificial intelligence is and how it works at a basic level. We'll also spend some time on a short history of AI's technological development and an overview of attempts to regulate AI over time.
We'll begin with the necessary vocabulary - defining terms that we'll see over and over again throughout the course like artificial intelligence, machine learning, neural networks, and large language models. By the end of the week, you will have a reference point to refer back to when those same core concepts are mentioned throughout the course.
We'll then explore the fascinating history of AI technology development and regulation. You'll identify major milestones that have shaped the field and the compliance, legal, and ethical views of artificial intelligence over decades.
Finally, we'll talk about the current state of AI and what AI's current limitations are.
This foundational knowledge will prepare you for the deeper dives ahead into modern AI governance, risks, and opportunities. You'll also get oriented with the course syllabus and materials. Let's get started demystifying the core concepts and history behind this game-changing technology!
1.1 Learn 1.1 Learn
The readings this week are designed to help you understand what AI is (and isn't) and when you should use it. As you read and watch the videos on Blackboard this week, think about these questions:
1) What is AI?
2) How does AI work?
3) What capabilities does AI have and not have?
4) Given all of this, when does it make sense for me or my company to use AI?
1.1.1. 15 Times to use AI, and 5 Not to - by Ethan Mollick
1.1.2. Getting started with AI: Good enough prompting by Ethan Mollick
1.1.3. (MLS Students) Janelle Shane, You Look Like a Thing and I Love You, Introduction and Chapter 1
I strongly encourage you to read the whole book to have the best understanding of how AI functions, but you are only required to read the Introduction and Chapter 1.