Why Locking the Seed Still Won’t Get You the Same AI Video Shot TwiceBy October 7, 2026 A seed in AI video generation is a starting number for the model’s noise pattern, and locking it only reproduces a result when the model version, sampler, and hardware behind it also stay the same, which they rarely do.