Photographer Disturbed By AI-Generated ‘Women’ in Beauty Magazine - PetaPixel
Photographer Cassandra Klepac exposes the use of AI-generated imagery in a beauty magazine illustrating articles about real-world cosmetic procedures
- Incident date
- Jun 2026
- Target
- Francheska Pujols
Photographer Cassandra Klepac recently discovered that a beauty magazine used AI-generated imagery to illustrate articles concerning the impact of cosmetic procedures on real women. Klepac, who highlighted the issue in a viral social media post, questioned the ethics of using artificial, non-human faces to represent human experiences and health advice.
What happened
While browsing a copy of Beauty Authority magazine at an airport, Klepac sought to identify the photographers behind several images featured in a piece about cosmetic procedures. Instead of finding photography credits, she discovered that the images were accompanied by the specific AI prompts used to generate them. The content depicted "fake women" rather than actual subjects, which Klepac argued undermined the authenticity of the information presented. She expressed concern that using AI-generated faces to discuss topics like confidence and body image creates a disconnect, as these digital constructs have no real-world experience.
Klepac's viral response garnered significant support from viewers who echoed her concerns regarding the lack of transparency and the potential for AI to misrepresent human experiences. The incident reflects a broader trend of synthetic media usage in the fashion and beauty industries. In a related development, model Francheska Pujols recently filed a lawsuit against a retailer for using AI to alter her poses and place her in digitally generated backdrops, alleging that the practice misappropriated her likeness and damaged her professional reputation. These events highlight the growing tension between industry adoption of generative tools and the demand for authentic human representation in media.