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UPSC Uses AI Face Checks for the First Time: 569 Candidates Blocked Before Prelims 2026
The UPSC used an AI face check for the first time at its biggest exam. AI face authentication means a computer looks at a live photo of a person. It then matches that photo with the one the person gave when they signed up. This happened at the Civil Services (Preliminary) Examination 2026. The system stopped 569 candidates at the gate. They could not take the test. The computer could not be sure they were the right people.
The UPSC (Union Public Service Commission) is the body that runs the exams. These exams pick India’s top government officers, like IAS and IPS officers. This was the first time it used this kind of technology on a big scale. The aim was simple. It wanted to stop people from sending someone else to write the exam for them.
What happened at the exam centres
The system was used at 2,072 exam centres across India. About 5.5 lakh (550,000) candidates went through the face check. More than 7,000 invigilators ran it. Invigilators are the staff who watch over the exam hall. Each one used a simple Android phone app. The app took a live photo of every person.
The app then compared that live photo with the photo each candidate gave when they applied. If the two photos matched, the person was let in. If they did not match, the person was flagged, which means marked as a problem. In the end, 569 people did not pass this step.
Why were 569 candidates rejected?
Not all 569 people were cheating. The system flagged people for a few reasons:
- The live face did not match the photo they gave.
- The first photo was blurry or unclear.
- There were problems with their identity papers.
- The check just could not confirm the person.
The UPSC said the main goal is to “curb impersonation in the examination process.” Impersonation is when one person takes the exam while pretending to be someone else. The UPSC also said a manual check is still there. Manual means done by a person, not a computer. So real candidates are not shut out by mistake.
Key facts
| Detail | Figure |
|---|---|
| Candidates blocked by AI check | 569 |
| Exam centres covered | 2,072 |
| Candidates processed | ~5.5 lakh (550,000) |
| Invigilators using the app | 7,000+ |
| Time per face check | 6–8 seconds |
| Peak speed of system | 12,000 checks per minute |
How fast was the technology?
The system worked very fast. Each check took only 6 to 8 seconds per person. At its busiest, it could do up to 12,000 checks every minute. This speed was important. Lakhs of candidates had to be checked in a short time before the exam began.
The technology came from the National e-Governance Division (NeGD). The NeGD is a government team that builds digital tools for public services. This made the 2026 Prelims one of the biggest uses of AI for identity checks in any Indian public exam so far.
Why it matters (especially for India and founders)
India runs some of the world’s largest exams. Cheating and impersonation have always been hard to stop. AI face checks could become normal for many tests, not just UPSC. The UPSC has hinted that it will likely use this method in future exams too.
For Indian founders and tech firms, this is a big sign. A founder is a person who starts a company. The government is now ready to use AI in big, high-pressure jobs. This opens doors for startups that build identity, verification, and exam-security tools. India is fast becoming a place where AI is used in real public systems, not just test demos. This fits a wider trend. You can see it in how India is leading the AI agent race and how big firms are putting AI agents into office work.
FAQ
Does failing the AI check mean a candidate cheated?
No. A failed check can just mean a blurry photo or a poor match. The UPSC keeps a manual check (done by a person) as a backup for real cases.
Will AI face checks be used in future UPSC exams?
The UPSC has hinted that face checks will likely become a normal part of its exams from now on.
Who built the technology?
The system came from the National e-Governance Division (NeGD), a government digital services team. Invigilators used Android phones to take the live photos.
The main point is clear. India is moving AI from the lab into the exam hall. For 569 candidates, the 2026 Prelims ended at the gate. For the system, it was the start of a faster, tech-driven way to keep big exams fair.
Source: Financial Express and India Observers.
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