Regression-oracle completion is the task of generating a test oracle from a test prefix, with the current program version serving as the expected behavior. The paper's abstract notes that LLMs have shown strong potential in this setting. It then points to a problem in recent approaches: a reliance on what the authors call the 'self-repair trap.'
The proposed solution, dual-context awareness, is designed to escape that trap. The full abstract is truncated in the source, so the precise mechanics are not available from the excerpt. However, the title and opening suggest that the method supplies the model with two distinct contexts, rather than letting it fall into a self-repair loop. The preprint is listed as arXiv:2608.05917v2.