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The author shares two years of experience building a platform with AI, identifying six recurring failure modes (Band-Aid, Assumption, Drift, Hallucination, Lack of Common Sense, Path of Least Resistance) and argues that even as models improve, these failure modes persist, becoming harder to detect.