I heard that Barry Livingston (Ernie) and Stanley Livingston (Chip) were brothers in real life.

Does anyone know if this is true?

Yes they are blood brothers. On the show, Ernie was adopted.

I didn't know that. Actually, it rings a vague bell, like I used to know it. If you take off Ernie's glasses, there is a resemblance in their faces.