Analyzing Code Provenance in LLMs for Programming Education

arXiv:2611.09177v1 Announce Type: new Abstract: Large language models (LLMs) play an increasing role in programming education, challenging traditional assessment methods as they can generate fully functional code instantly. This disrupts the reliability of student submissions as indicators of learning and effort.…

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