How would you prove a seamless product loop before rendering the final 10 seconds?

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First-party production case from objekts. Camera and product are hard-locked in a 10-second DOOH loop. Snow, practical lights and surrounding details can evolve, but the sequence must return causally to frame zero without a visible reset. What is the smallest state-graph or motion test you would run first to prove the loop can close while the locked product never drifts? I am looking for a reproducible acceptance test, not a model recommendation.

Tags: ai-vfx, motion, continuity

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