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AI-FOR-HR-RECRUITING5 MIN READ

Spot the Lookalike Prompt Problem

Recognize when AI sourcing inputs create lookalike risk by using an employee profile as the target template.

Recruiting team around a conference table, laptop connected to a wall display, a portrait-style employee profile card beside role-task notes, manager gesturing toward the profile card, clean bright office with white walls and cool gray furniture, open space for overlay, realistic diverse professionals, no text, words, letters, numerals, logos. A sourcing meeting shows a current employee profile card beside separate role-task notes. The risky spot is the employee profile card being used as the AI sourcing target instead of job-related behaviors. One object turns the sourcing prompt into a lookalike search. Which part of the scene is the real issue?…

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