Chapter 8. AI trends that may affect you

 

This chapter covers

  • Understanding the rapid evolution of AI
  • AI security, causality, and considerations when AI controls physical devices
  • The right data for Internet of Things (IoT) systems
  • AutoML—Where automation meets AI system construction
  • Domesticating AI

We’re close to completing our journey through this book. You’ve learned how to select a business problem that can be solved with AI and how to run a successful AI project. A series of successful projects allows you to build an AI organization that’s instrumental for the success of your business.

As your organization matures, you’ll have to incorporate new developments that inevitably arise over time. This chapter highlights upcoming trends in the field of AI that are likely to affect your future projects. Here’s the organization of the rest of this chapter:

8.1. What is AI?

8.2. AI in physical systems

8.3. AI doesn’t learn causality, only correlations

8.4. Not all data is created equal

8.5. How are AI errors different from human mistakes?

8.6. AutoML is approaching

8.7. What you’ve learned isn’t limited to AI

8.8. Guiding AI to business results

8.9. Exercises

Summary