We establish the ray and strip approximation criteria for identification of Poisson boundary random walks on locally compact groups. This settles a conjecture from 1990s by Kaimanovich, who formulated proved criterion discrete The key result is proof version Shannon–McMillan–Breiman theorem provide several applications to groups isometries nonpositively curved spaces, as well Diestel–Leader gra...