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AI Performance Reviews: When AI Helps or Hurts

Wall Street Journal US Business •
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Using artificial intelligence to write employee performance reviews can streamline communication but carries significant risks. While AI tools can help managers articulate feedback more clearly and consistently, they may also produce generic or impersonal assessments that miss nuanced employee contributions. The technology's ability to process large amounts of data quickly makes it tempting for busy managers.

However, AI-generated reviews often lack the human judgment needed to evaluate soft skills, creativity, and team dynamics. Employees may feel undervalued when receiving feedback that doesn't reflect their unique contributions or challenges. The impersonal nature of AI-generated content could damage manager-employee relationships and reduce trust in the review process.

Companies must weigh efficiency gains against potential backlash from staff who feel their performance is being evaluated by an algorithm rather than a human supervisor. The key is finding the right balance - perhaps using AI as a starting point while ensuring managers personalize the final output. Organizations that rush to implement AI performance reviews without proper safeguards risk creating a workforce that feels disconnected from leadership and undervalued in their contributions.