Keeping Your AI Under Control A Pragmatic Guide to Identifying, Evaluating, and Quantifying Risks /

• Main Author: Tamboli, Anand (Author, http://id.loc.gov/vocabulary/relators/aut)
• Corporate Author: SpringerLink (Online service)
• Format: Electronic eBook
• Language: English
• Published: Berkeley, CA : Apress : Imprint: Apress, 2019.
• Edition: 1st ed. 2019.
• Subjects: Artificial intelligence.; Big data.; Data mining.; Leadership.; Artificial Intelligence.; Big Data/Analytics.; Data Mining and Knowledge Discovery.; Business Strategy/Leadership.; Big Data.

Much of our daily lives intertwine with artificial intelligence. From watching movies recommended by our entertainment streaming service, to interacting with customer service chatbots, to autotagging photos of friends in our social media apps, AI plays an invisible part in enriching our lives. While...

Table of Contents:

• Part 1: Future State of AI
• Chapter 1: Artificial Intelligence Beyond 2020
• Chapter 2: Learning Lessons from Past Fiascoes. - Chapter 3: Understanding AI Risks and Its Impacts
• Part 2: Prevention
• Chapter 4: Evaluating Risks of the AI Solution
• Chapter 5: De-risking AI Solution Deployment
• Chapter 6: Good AI in the Hands of Bad Users
• Chapter 7: A Systematic Approach to Risk Mitigation
• Chapter 8: Teach Meticulously and Test Rigorously
• Part 3: Mitigation
• Chapter 9: AI Supervision with a Red Team
• Chapter 10: Handling Residual Risks
• Chapter 11: When Working with AI
• Appendix: The Leash System
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