Logical constants are symbols in a formal language that always have the same meaning, such as 'and', 'or', 'not', and 'if...then', and are crucial for constructing logical expressions and arguments. They are essential for distinguishing logical form from content, allowing for the analysis and evaluation of arguments based on their structure rather than their subject matter.