Lock Ratio Duration And Audio Before Generate

2151719646

Creative ops teams often stage model bake-offs as if the expensive variable were the logo on the model card. In weekly production, the expensive variable is usually a unlocked form: someone regenerates the same brief across ratios, durations, and Audio states, then concludes the model “is inconsistent.” I pressure-tested that claim on SeedVideo’s web builder, […]