It is shown that random variables X exist, not exponentially or geometrically distributed, such that
P{X – b ≧ x | X ≧ b} = P{X ≧ x}
for all x > 0 and infinitely many different values of b. A class of distributions having the given property is exhibited. We call them ALM distributions, since they almost have the lack-of-memory property. For a given subclass of these distributions some phenomena relating to service by an unreliable server are discussed.