live and learn
You learn more new things the longer you live; you learn by experience. — A proverb.
"Live and learn," said Mother. "I never knew that the Indians once had a camp where our house is."
Janet made her new dress from cheap cloth, and when she washed it, it shrank and was too little. Live and learn.
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Source: A Dictionary of American Idioms