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Alvaro Videla - Are Programming Languages Languages?

Since the early '50s we started talking about code as language. What does this metaphor implies? What are the similarities of programming languages with natural languages, and what are the differences between them? Do programming languages have the same cognitive influence in us, at the same level that natural languages are said to have?