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No more internet gyan in exam evaluation: Rajasthan High Court raps PSC over using unreliable sources in ‘AI era’

The PSC experts relied on unverified internet content and news articles, rather than standard textbooks, and candidates’ objections were dismissed without detailed reasoning, the Rajasthan High Court observed.

rajasthan high court psc test exam 2The Rajasthan High Court’s observations came in the wake of a petition filed by Poonam Garg, who had appeared for the RPSC’s senior teacher (Sanskrit) recruitment examination. (Image generated using AI)

Rajasthan High Court news: In a significant ruling that raises red flags over the use of unverified digital sources in academic evaluation, the Rajasthan High Court has cautioned the state Public Service Commission (RPSC) against relying on internet-based material, warning that in an age of AI where “fake and false information is readily available”, such practices can seriously compromise the integrity of public examinations.

Justice Ashok Kumar Jain made the observation while dismissing a writ petition filed by one Poonam Garg, a candidate challenging the final answer key of the RPSC senior teacher (Sanskrit) examination.

Justice Ashok Kumar Jain Rajasthan High Court (2) Justice Ashok Kumar Jain stated that the references used by the PSC were not prescribed or widely accepted academic materials.

“It is expected from the RPSC to ensure that the subject experts are persons having good academic record with excellent academic expertise. Moreover, the reference relied upon by them is non-controversial, particularly looking to the age of artificial intelligence where fake and false information is readily available on all the sources of internet,” the Rajasthan High Court said on March 27.

“We strongly deprecate the practice of the experts relying upon newspaper articles like ‘Washington Post’ or ‘Hindustan Times’ in arriving at a conclusion of a question,” the court added.

Sharp criticism of expert methodology

A major highlight of the judgment was the court’s strong criticism of the methodology adopted by RPSC experts. It noted that the experts relied on unverified internet content and newspaper articles, rather than standard textbooks, and objections raised by candidates were often dismissed without detailed reasoning.

The Rajasthan High Court also said that the references used were not prescribed or widely accepted academic materials. It emphasised that in competitive examinations, especially those affecting large numbers of candidates, answers must be based on “celebrated books” recognised across universities and educational institutions.

“We also deprecate the practice of the expert to answer and reject the objections in one line and that too without assigning a convincing reason. The reference book must be a celebrated book and should be used across the universities and the colleges of the country without any objection,” the court added.

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Rajasthan HC to RPSC: In the Age of AI, Internet Sources Cannot Decide Exam Answers

"Fake and false information is readily available on all sources of internet... the reference relied upon must be non-controversial, particularly looking to the age of artificial intelligence." — Justice Ashok Kumar Jain, Rajasthan High Court | March 27, 2025
WHAT RPSC EXPERTS MUST — AND MUST NOT — USE
❌ Court Deprecated 🌐 Internet & News Articles Unverified websites and newspaper articles — including Washington Post and Hindustan Times — cannot determine competitive exam answers in the AI era e.g. RPSC cited a media article claiming 90% of world's population lives in the northern hemisphere
✅ Court's Standard 📚 "Celebrated Books" Only Answer keys must use widely recognised academic books across universities and colleges — government publications and standard textbooks qualify e.g. Rajasthan Board Class 12 Geography textbook correctly states the figure as 85%
Also criticised: RPSC experts dismissed candidate objections in a single line without reasoned explanation. HC said detailed, convincing reasoning is mandatory — especially in exams affecting thousands of candidates.
OUTCOME Petition dismissed despite three questions found wrongly assessed. Court refused to act as "super-examiner" — re-evaluation would have "large-scale repercussions" on all candidates in the RPSC Senior Teacher (Sanskrit) exam.

Answer key of senior teacher exam challenged

The observations came in the wake of a writ petition filed by Poonam Garg, who had appeared for the senior teacher (Sanskrit) recruitment examination conducted by the RPSC pursuant to an advertisement dated April 5, 2022.

The examination, carrying a total of 500 marks, consisted of two papers – General Knowledge (200 marks) and the subject paper (300 marks). After the results were declared, Garg challenged the final answer key dated February 29, 2024, alleging multiple discrepancies, including wrongful deletion of certain questions, incorrect answers, and inclusion of out-of-syllabus content.

She contended that proper evaluation based on authentic sources would have placed her within the selection zone, as she had secured 341.90 marks.

The court undertook a detailed analysis of disputed questions across both papers, examining the sources relied upon by the RPSC and those cited by the petitioner.

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Questions wrongly deleted

The court found that question 3 and question 90 of paper I were wrongly deleted. In both instances, the answers were clearly supported by standard government publications and widely accepted academic books.

For instance, in question 3, relating to the location of Nagnachi Mata Temple, the court noted that authoritative sources placed the temple in Barmer district, making the correct option unambiguous. However, the experts had relied on an internet-based source suggesting an alternative location, leading to deletion of the question.

“The opinion of experts is not only against the history of Rajasthan, but contrary to the material published and recognized by the government,” the Rajasthan High Court remarked, while rejecting the expert’s reasoning.

Similarly, for question 90, relating to Ahar culture, the court held that the correct answer – “Red & Black Ware”—was clearly supported by standard texts, and there was no ambiguity warranting deletion.

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Question that should have been deleted

On the other hand, the court found fault with the RPSC’s decision to retain question 30, which asked about the percentage of the world’s population living in the northern hemisphere.

While RPSC experts relied on newspaper articles to conclude the answer as 90 per cent, the petitioner cited a Rajasthan Board of Secondary Education, Class 12 Geography textbook stating the correct figure as 85 per cent. Since none of the options matched this, the court held that the question ought to have been deleted.

The court was particularly critical of the experts’ reliance on media articles, observing that such sources cannot substitute standard academic material.

Questions rightly deleted due to ambiguity

The Rajasthan High Court upheld the deletion of questions 26 and 95, noting that both suffered from ambiguity. In question 26, discrepancies between official publications regarding the number of years between ‘National Jamborees’ created confusion, justifying deletion.

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Similarly, question 95 was found to have two correct answers based on the same authoritative source, making deletion appropriate.

The petitioner had also challenged question 84 of the Sanskrit paper as being out of the syllabus. However, the court rejected this contention, noting that expert review confirmed the topic was part of the prescribed curriculum at the graduation level.

Judicial restraint limits relief

Despite acknowledging errors in the evaluation process, the Rajasthan High Court ultimately refused to grant relief to the petitioner. It reiterated the settled principle that courts should not act as “super-examiners” or substitute expert opinion unless there is a glaring and demonstrable error.

The court also noted that the petitioner had failed to file objections at the stage of the model answer key, which significantly weakened her case.

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Allowing re-evaluation at a later stage, the court said, would have “large-scale repercussions” on the entire selection process and affect numerous candidates.

Petition dismissed

In conclusion, while the Rajasthan High Court accepted that three questions in Paper I were wrongly assessed and that expert reliance on unreliable sources was problematic, it dismissed the writ petition.

“Though the petitioner has been able to establish that three questions…were wrongly assessed…she is not entitled for any relief…as the exercise would involve a large-scale repercussion on all candidates,” the court held.

Vineet Upadhyay is an Assistant Editor with The Indian Express, where he leads specialized coverage of the Indian judicial system. Expertise Specialized Legal Authority: Vineet has spent the better part of his career analyzing the intricacies of the law. His expertise lies in "demystifying" judgments from the Supreme Court of India, various High Courts, and District Courts. His reporting covers a vast spectrum of legal issues, including: Constitutional & Civil Rights: Reporting on landmark rulings regarding privacy, equality, and state accountability. Criminal Justice & Enforcement: Detailed coverage of high-profile cases involving the Enforcement Directorate (ED), NIA, and POCSO matters. Consumer Rights & Environmental Law: Authoritative pieces on medical negligence compensation, environmental protection (such as the "living person" status of rivers), and labor rights. Over a Decade of Professional Experience: Prior to joining The Indian Express, he served as a Principal Correspondent/Legal Reporter for The Times of India and held significant roles at The New Indian Express. His tenure has seen him report from critical legal hubs, including Delhi and Uttarakhand. ... Read More

 

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