We consider the random graph $M^n_{\bar{p}}$ on the set $[n]$, were the probability of $\{x,y\}$ being an edge is $p_{|x-y|}$, and $\bar{p}=(p_1,p_2,p_3,...)$ is a series of probabilities. We consider the set of all $\bar{q}$ derived from $\bar{p}$ by inserting 0 probabilities to $\bar{p}$, or alternatively by decreasing some of the $p_i$. We say that $\bar{p}$ hereditarily satisfies the 0-1 law if the 0-1 law (for first order logic) holds in $M^n_{\bar{q}}$ for any $\bar{q}$ derived from $\bar{p}$ in the relevant way described above. We give a necessary and sufficient condition on $\bar{p}$ for it to hereditarily satisfy the 0-1 law. The talk is very accessible, with only basic knowledge of Logic and probability. I will not assume any knowledge of 0-1 laws.