Managing Bias and Risk at Every Step of the AI-Building Process

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Executive Summary

Many machine-learning developers lack experience in building enterprise applications, and many business stakeholders have insufficient knowledge of machine learning to know what questions to ask as they scope and manage projects. To innovate effectively, project owners need to know what trade-offs and decisions they’ll face while building a machine learning system, and when they should assess these trade-offs to minimize frustration and wasted effort. Here are five steps to follow: Design: Define the problem and articulate the business case. Determine the…

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