"Natural-language specifications given to coding agents can be incomplete or ambiguous, causing generated implementations to diverge from intended behavior."
Gu and colleagues identify vague specifications and user misalignment as obstacles in AI software engineering. Their March 2025 paper explains that the abstraction gap between English instructions and code grows especially consequential in larger programs with many unstated decisions.
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