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I must say
Subtle Agreement
Use when you agree but want to acknowledge others might not feel the same way. 
Polite Contradiction
It softens the impact when you are about to contradict someone or something. 
Mild Surprise
Use it to express a gentle or polite surprise about a situation or fact. 