Keeping Your AI Under Control: A Pragmatic Guide to Identifying,Evaluating,and Quantifying Risks
Authors: Anand Tamboli
ISBN-10: 148425466X
ISBN-13: 9781484254660
Edition 版本: 1st ed.
Released: 2019-11-10
Print Length 页数: 129 pages
Book Description
Artificial Intelligence (AI),we often see it as a panacea that can somehow resolve everything. As it stands today,the outlook is still highly debatable. AI has now become a real-world application technology,and it is becoming part of modern life fabric.
If AI is to drive the business success and social acceptance,it cannot hide in a black box. To have confidence in the outcomes,win user’s trust,and ultimately capitalize on the opportunities,it may be necessary to open up the black box or adopt a preemptive approach.
In Keeping Your AI on the Leash,author Anand Tamboli explains multiple risk factors and a proven method to evaluate them quantitatively. He also introduces a new concept of AI insurance to cover residual risks. How do you keep your AI in control and make sure that it does what it is supposed to do? This book covers that and more.
You will learn
Various types of risks involved in developing and using AI solutions
How to identify,evaluate,and quantify risks pragmatically
How AI insurance can be utilized to support residual risk management
Part l.Future State of Al
1.Artificial Intelligence Beyond 2020
2.Learning Lessons from Past Fiascoes
3.Understanding Al Risks and Its Impacts
Part ll.Prevention
4.Evaluating Risks of the Al Solution
5.De-risking Al Solution Deployment
6.Good Al in the Hands of Bad Users
7.A Systematic Approach to Risk Mitigation
8.Teach Meticulously and Test Rigorously
Part ll.Mitigation
9.Al Supervision with a Red Team
10.Handling Residual Risks
11.When Working with Emerging Technologies
