AI Output Selection Bias Sequence

Use [complete generation attempt log], [chosen output] and [planned demo caption]. Create a 12-second behind-the-scenes sequence moving through the supplied attempt thumbnails to the chosen result, then showing a separate manual-edit card. Preserve the actual attempt count and avoid fake quality scores.

Confirm required reference images and timing inputs are present before generating. Keep objects, identities, spatial relationships and light direction consistent. Render the clip when video generation is supported; otherwise supply a timed shot list, reference checklist and generation-ready prompt, labeled as a production plan. Do not claim rendered output without an actual file. Check the opening, transition and final frame against the stated counts and geometry.