Taobao Frontend Technology

Jul 21, 2021 · Artificial Intelligence

How AI Transforms Bug Prediction, Understanding, and Automatic Repair

This article outlines a three‑track roadmap for tackling software defects—starting with bug prediction using machine‑learning models, progressing through defect understanding and localization via static and dynamic analysis, and culminating in automated repair and program synthesis techniques, while highlighting key research directions and representative literature.