Key insights
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1
Pilot results cited for faster verification: UPSC said the facial authentication pilot reduced verification time to an average of 8–10 seconds per candidate while adding an extra layer of security.
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Biometric verification framed as anti-impersonation measure: A July 10, 2025 UPSC tender sought biometric matching, including fingerprint authentication and facial recognition, to prevent cheating, fraud, unfair means, and impersonation.
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3
Rule and process changes linked to integrity concerns: UPSC introduced changes over the past two years to strengthen the examination system amid the NEET examination row and Puja Khedkar’s case.
Takeaways
UPSC has moved to require face authentication at exam centres for all its examination candidates, citing integrity and entry-process improvements demonstrated in a September 2025 pilot.
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