The dust has not yet settled. Research in this area is still nascent. However, it is already apparent that software development and engineering will undergo a revolution and dramatic changes!
Sooner than later, machine learning will write software programs to solve all kinds of tasks better than any human developer or developer team.
Here is just one example of a very recent research paper in this in this very active research area:
Leveraging Language to Learn Program Abstractions and Search Heuristics (one of the authors, Joshua B. Tenenbaum, is a highly cited professor at MIT)
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