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or a substantial budget, he turned to AI as his “co-collaborator.” He broke down the survey workflow from start to finish, identifying that AI could help him with survey development, including refining the set of 50 questions, data analysis of the 1,077 responses and generating meaningful insights from raw numbers. Understanding that AI tools are prone to hallucination, Frank ran quality control checks on the statistical analysis, cross-referencing three different AI models against his manual calculations.
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