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The authors also flag a recurring issue: while AI models can often generate syntactically correct code snippets, they frequently lack a semantic understanding of the overall software architecture.

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Which tools are available? Coders can extend the core capabilities of programming languages using ‘libraries’ — collections of software routines that provide further functions.