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UPSC Rejects 569 Applications at Prelims Stage Using AI De-duplication for CSE 2026

Target:UPSC GS-IIMPSCSSC GATeachingPrelims HighMains MediumStatic GK Link
24 Jun 2026
~2 min
Source: Indian Express
Key Data:569 applications rejected8.18 lakh signed up5.49 lakh appeared94% Aadhaar opt-in43,497 category changes found133 applications cancelled
Bodies:UPSC
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What This Article Covers

1.UPSC used AI for de-duplication at Prelims stage for CSE 2026, rejecting 569 applications for multiple entries or exhausted attempts.

2.New measures include Aadhaar authentication (94% opted) and AI checks against 15-year database to detect duplicates.

3.Also checked for social category changes from previous attempts; 43,497 found, 133 cancelled due to attempt limit.

The Big Picture
Prelims · HighMains · Medium

UPSC for the first time used AI to detect duplicate and ineligible applications at the Prelims stage itself, rejecting 569 candidates including those who exhausted attempts or crossed age limit. This comes after the Puja Khedkar case (2024) and aims to ensure fairness using Aadhaar authentication and AI de-duplication.

Exam Lens

Quick Exam Facts From News

Total Applicants (CSE 2026)8.18 lakh signed up, 5.49 lakh appeared
Rejected Applications569 (CSE), 69 (IFS)
Aadhaar Opt-in Rate94%
Attempt LimitsGen 6 (up to 32 yrs), OBC 9 (35), SC/ST unlimited (37)
Category Change Cases43,497 found, 133 cancelled

1-Minute Revision

  • ›Total Applicants (CSE 2026): 8.18 lakh signed up, 5.49 lakh appeared
  • ›Rejected Applications: 569 (CSE), 69 (IFS)
  • ›Target this Data: 569 applications rejected at Prelims stage for CSE 2026; 5.49 lakh appeared; 94% Aadhaar opt-in.
  • ›Target this Nodal Body: Union Public Service Commission (UPSC).
  • ›Target this Legal Point: Attempt limit rules: Gen 6 (up to 32), OBC 9 (35), SC/ST unlimited (up to 37).

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Practice exam-style questions, track your score, and strengthen your recall.

Q1Static LinkageEasy

Which constitutional body conducted the AI de-duplication exercise for the Civil Services Examination 2026?

Q2Statement-basedHard

Consider the following statements regarding UPSC's new screening process for CSE 2026:

1. UPSC used AI to detect duplicate and ineligible applications at the Prelims stage for the first time.

2. Previously, checks for duplicate applications were carried out at the Mains stage.

3. Aadhaar authentication was mandatory for all applicants.

Which of the statements given above is/are correct?

Q3Data-centricMedium

How many applications were rejected by UPSC for the Civil Services (Preliminary) Examination, 2026 as a result of AI de-duplication?

Q4Application/ImpactMedium

What was the primary reason for UPSC introducing AI-based de-duplication at the Prelims stage for CSE 2026?

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