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Challenges in translating human speech into precise data questions
Data is challenging because it requires precision and clarity. Asking specific questions about popular clothing sales can lead to ambiguity. Working with data analysts often requires follow-up questions to ensure accuracy. Translating human speech into precise data queries is a major concern. Even simple tasks like multiplication can challenge AI models. The application layer plays a crucial role in bridging the gap between imperfect speech and data analysis.