Dad let past us go to the pool when we had finished our homework. However, let's is a contraction of let us; so in more formal contexts let us may have the same sense as let's: Let us now praise famous men is a quotation from the Bible, employed as the title of a well-known book by writer James Agee and photographer Walker Evans. More @Wikipedia
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