Log sets purchased at the big box stores you'd mentioned will typically include decorative logs made of ceramic fiber, which is a lightweight, semi-porous material that will most certainly break down over time. I recommend choosing a log set including solid refractory logs as the logs themselves will last a lifetime and will not crumble over time. For example, any ventless log sets produced by Real Fyre will include refractory logs backed by a lifetime warranty.