Business Leaders: Ask Tough Questions to Avoid AI Model Failures
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Business leaders must make careful decisions on deploying AI models to avoid failures. Ask tough questions about models and data.
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Data scientists focus on ML mechanics, not limitations. They poorly gauge a model's ability to generalize.
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Don't just rely on data scientists. Managers must spot trouble with models and data sets.
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Use a framework introducing "right data" to understand data mismatches. These can be risky.
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Ask and assess 6 key questions of AI developers before and during modeling and deployment.