An analyst predicts a major autonomous AI replication incident in the wild by end of 2027, driven by open models running efficiently on consumer hardware and the capability gap between frontier and open models narrowing. Such AI worms could enable deniable false-flag operations between rival AI labs and states, with the US and China each holding distinct advantages in orchestrating or defending against such attacks.