SW Testing: Can ML save us? - Marius Liaaen & Carl Martin Rosenberg

Nothing has happened in testing for a long time. While products are getting ever more complex and the pressure to ship grows every day, we are still hand-crafting test cases and spending immense manual efforts, especially when testing GUIs and other complex aspects of the system.
In the past decade, however, there has been a massive Machine Learning renaissance, showing a lot of promise in all fields. How is it affecting software testing? We have been studying the trends for a while, and we will discuss the promising aspects as well as some fundamental limitations.

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