IEEE and ACM software engineering research consistently ranks requirement ambiguity among top causes of system failure. AI-native systems do not remove ambiguity; they accelerate its consequences.
https://ieeexplore.ieee.org/document/613190 https://dl.acm.org/doi/10.1145/1181775.1181776
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