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When it don't even compile or have clear intent, it's ambiguous in my book.

> It can give back code though. It might be wrong, but it won’t be ambiguous.

Code is very often ambiguous (even more so in programming languages that play fast and loose with types).

Relative lack of ambiguity is a very easy way to tell who on your team is a senior developer

The output is also often quite simple to check...

For images and other media, yes. Does it look right?

Program correctness is incredibly difficult - arguably the biggest problem in the industry.