There is no such thing as environmental benefits from AI headshot production because AI-generated portraits do not reduce environmental strain. Producing AI headshots relies on complex neural networks demanding intensive computing power, which place enormous demand on power grids. The electricity fuelling these systems frequently comes from fossil fuels, worsening greenhouse gas output. 7 runtime. The shift to digital portraits still depends on physical infrastructure and complete overview raw materials. Environmental impact is not erased—it is transferred from analog gear to digital systems. The perception of green benefits collapses when examining the entire lifecycle from data center to disposal. Genuine ecological advancement requires cutting power use, adopting clean energy, and reducing electronic overhead—not by rebranding high-impact activities as eco-friendly.