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What Can the AI Work Caricature Trend Teach Us About the Risks of Shadow AI?
By Josh Davies on Wed, 02/11/2026
The viral AI work caricature trend on Instagram is prompting users to generate job‑based AI images, unintentionally exposing sensitive personal and professional information. This activity highlights how easily threat actors can identify potential targets, exploit publicly shared details, and attempt LLM account takeovers or prompt‑based data extraction. The trend underscores broader risks of shadow AI, including the leakage of proprietary or sensitive data when employees use public LLMs. Organizations are encouraged to strengthen AI governance, monitor for compromised credentials, and deploy data‑security tools to prevent unauthorized access and disclosure.