This is the KLEE project mentioned in "The PhD Grind" book [0], which was also on HN recently. I recommend reading it for a behind-the-scenes look at the effort required to complete a PhD in CS.
I just played with this just a few days ago to solve some crackme challenges. It is pretty cool: decompile the binary, use KLEE to symbolize inputs, ..., profit.
There is also DeepState[0], which is quite similar (provides a higher abstraction) for test harnesses