Can AI Guide Testing Without Generating Tests? A Comparative Study of AI-Assisted Unit Testing.

arXiv:2610.36185v1 Announce Type: cross Abstract: Recent advances in generative AI have enabled assistants to generate increasingly sophisticated executable unit tests. However, novices may accept these outputs without independently identifying what to test, e