What Managers Should Ask About AI Models and Data Sets
Business leaders must make the right calls on whether and how broadly to deploy AI models. Ask these tough questions.
The power of AI and the machine learning models on which it is based continue to reshape the rules of business. However, too many AI projects are failing — often after deployment, which is especially costly and embarrassing. Just ask Amazon about its facial recognition fiascos, or Microsoft about its blunders with its Tay chatbot. Too often, data scientists write off such failures as individual anomalies without looking for patterns that could help prevent future failures. Today’s senior business managers have the power ...
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