The National Testing Agency is preparing a major overhaul of its question paper creation process after the NEET-UG paper leak controversy, with a proposed “zero-trust architecture” aimed at preventing any single individual from accessing the complete paper at any stage. The reforms under discussion include a central question bank, AI-assisted translation and stronger digital controls across paper generation, storage and transportation.
Experts May Not Know Exam Type
Under the proposed system, subject experts will no longer be told the specific examination for which they are preparing questions. Instead, they will contribute subject-based questions that will be stored in a central repository.
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Question papers for different examinations will later be generated from this repository. Officials believe this model will reduce the risk of leaks by ensuring that no individual involved in the process has complete visibility of the final paper.
The framework is based on a zero-trust approach, where access is restricted through system-level controls and layered safeguards. The objective is to minimize human exposure and close gaps that can emerge during question setting and paper preparation.
Central Question Bank And AI Translation Planned
A large central question bank is being planned with thousands of questions across subjects. Artificial intelligence tools may be used to assess difficulty levels and classify questions according to different exam patterns.
The system is expected to make paper generation more standardized and secure. It will also create a digital repository organized by subject, difficulty level and syllabus structure, reducing dependence on manual handling.
Officials are also considering major changes in the translation process. Around 85% of translation work may be handled through AI, while human experts will remain involved for verification and quality checks to ensure accuracy and contextual correctness.
Security To Cover Printing And Transport
Past incidents have shown that breaches can occur during intermediate stages of paper preparation, especially during drafting and translation. The new model is intended to ensure that no person has access to the complete question paper from start to finish.
The reforms are still under discussion and testing, and are likely to be implemented in phases across upcoming examination cycles. Authorities are also examining operational and technical challenges before full rollout.
Further security upgrades are being planned for printing, storage and transportation of question papers. Digital tracking and monitoring systems are expected to be strengthened across the logistics chain to prevent leakage during handling or transit.
The proposed reforms are being viewed as a broader technological upgrade in examination governance, combining administrative restructuring with advanced digital systems to improve transparency, security and public confidence in high-stakes entrance exams.
