Too Long; Didn't Read
PVS-Studio is often asked if we want to start using machine learning to find bugs in software source code. Machine learning has firmly entrenched in a variety of human fields, from speech recognition to medical diagnosing. This time we'll consider machine learning in terms of creating effective static code analyzers for finding bugs and potential vulnerabilities. We believe that with machine learning, there are many pitfalls lurking in code analysis tasks. In the second part of the article, we will tell about them in a review of new solutions and ideas.