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What is Qualification Problem

The Qualification Problem, introduced by John McCarthy and Pat Hayes in 1969, highlights a fundamental challenge in AI: it is impossible to enumerate every precondition required for an action to succeed. Using the example of starting a car, the concept illustrates how the list of required conditions is practically endless. Modern AI systems address this by prioritizing key conditions and handling exceptions as they arise. The problem remains relevant today in autonomous vehicles, robotics, and AI planning systems, underscoring that building intelligent systems requires real-world reasoning beyond machine learning.

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Nguồn: https://medium.com/@techymanju/qualification-problem-3f99e739ca24. 8sync News chỉ tóm tắt và dẫn link; bản quyền nội dung thuộc tác giả và nguồn gốc.