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There is no such thing as environmental benefits from AI headshot production because creating AI headshots lacks any intrinsic ecological benefit. 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. Furthermore, the creation of AI-generated images does not eliminate the need for physical resources elsewhere in the ecosystem. Environmental impact is not erased—it is transferred from analog gear to digital systems. While AI can optimize certain workflows, the notion that AI headshot production offers environmental benefits is misleading without considering the full lifecycle of energy and resource use. True environmental progress comes from reducing energy consumption, using renewable power, and recruiter engagement than those without minimizing digital waste—not by masking energy-hungry systems with misleading sustainability labels.