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For Application Development & Delivery Professionals

No Testing Means No Trust In AI: Part 1

Ensure Testing Of Your AI-Infused Applications

November 12, 2019

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Why Read This Report

AI is being infused into new and classic software everywhere. However, only one-third of developers claim to know how to test AI-based systems. This report is a call to action for application development and delivery (AD&D) professionals in enterprise organizations to apply testing disciplines and practices to AI-infused applications and address the testing of AI-based autonomous software, which will open up a new world for software testers and their tools. This is the first in a series of documents on testing AI-based software. Read the second in the series, "No Testing Means No Trust In AI: Part 2," next.

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Table of Contents

  • AI Is Infusing All Applications, Highlighting The Need For Testing
  • Testing AIIAs Is More Than The Sum Of All Parts And Their Interaction
  • Deploying Different Types Of Testing For The Known And Unknown
  • What It Means

  • The Next Challenge: Testing For The Unknown In AIIAs
  • Supplemental Material
  • Related Research Documents

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