Should an AI Product Ad Use Soft Lighting or Dramatic Lighting?

Decide whether an AI product ad needs soft, even illumination or stronger directional contrast based on what the lighting must reveal and must not hide, including product shape, color, material, texture, labels, reflections, and brand mood.