Write a note on deductive reasoning. What are its limitations?

Deductive reasoning is a logical process in which a specific conclusion is drawn from a set of general premises. It follows a top-down approach, meaning that it starts with a general statement or principle and applies it to a particular case to derive a logically certain conclusion. This form of reasoning is fundamental in mathematics, logic, and formal sciences, where absolute certainty is required.  

A classic example of deductive reasoning follows this structure:  
1. Premise 1: All humans are mortal.  
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