Nandan Nilekani Advocates Last-Minute Question Paper Generation to Curb Board Exam Leaks

Addressing senior education administrators and evaluation experts at a national educational technology conference on October 14, 2026, Infosys co-founder Nandan Nilekani proposed an innovative digital framework to eliminate paper leaks in competitive and board examinations. The tech visionary advocated transitioning toward a last-minute, automated question paper generation system powered by secure cloud encryption and decentralized digital printing units stationed directly within examination centers. Under the proposed model, encrypted question banks would generate unique, standardized paper sets minutes before test commencement, rendering traditional physical transport pipelines and vulnerable storage vaults completely redundant. Nilekani emphasized that adopting automated, real-time paper assembly safeguards academic integrity, protects millions of students from administrative cancellations, and drastically reduces logistics costs for state and central examination boards. Representatives from the National Testing Agency, central education boards, and state examination councils expressed keen interest in piloting the technology across upcoming nationwide competitive tests. Education technology analysts observe that integrating high-security cryptographic tools into public testing frameworks addresses systemic paper leak risks, rebuilds public trust in competitive selection procedures, and establishes a robust digital standard for national assessment security.

Eliminating Economic Incentives Behind Paper Leaks

Addressing systemic vulnerabilities in national entrance and board examinations, Infosys co-founder Nandan Nilekani proposed replacing traditional static question paper printing with real-time, last-minute digital paper generation. Serving as the Chairman of the six-member High-Powered Task Force on Examination Reforms constituted by the Union Government, Nilekani outlined his vision during the Bloomberg New Economy Forum.

Nilekani argued that preparing, printing, and physically transporting uniform question papers weeks in advance creates high-value targets for illegal monetization. By generating individualized or randomized question papers dynamically on the day of the exam, the financial motivation to leak question sets beforehand disappears.

Overview: Nandan Nilekani Exam Reform Proposal Key Components

Reform Pillar	Technical & Operational Framework	Primary Objective
AI Question Generation	Dynamic assembly of papers from a massive encrypted question bank	Removes pre-existing static paper files
Last-Minute Assembly	Real-time question pulling hours or minutes before exam start	Neutralizes illicit pre-exam distribution
CBT Infrastructure Expansion	Expanding computer testing centers across 1.5 lakh+ locations	Enables digital paper delivery without physical printing
Task Force Mandate	Finalizing systemic recommendations for Union Government approval	Restores institutional credibility to national testing

AI-Driven Question Banks and Computer-Based Testing

The proposed model relies on constructing comprehensive, encrypted repositories containing thousands of standardized questions across all subject modules. Advanced AI algorithms would select, balance, and assemble question sets for specific exam shifts or candidates immediately prior to testing hours.

Proposed Examination Architecture: ---------------------------------- Encrypted Question Bank ──> Last-Minute AI Paper Assembly ──> Encrypted Digital Distribution ──> Computer-Based Test (CBT) Terminals

To support this model, Nilekani highlighted the necessity of expanding India's nationwide Computer-Based Testing (CBT) network. Transitioning away from pen-and-paper formats requires building secure, standardized testing facilities in rural and urban districts alike to ensure equitable access.

"The moment you have 'a' question paper, that creates an economic incentive for that to be sold. So, the way to solve this is to really have a massive bank of questions, and only at the last minute generate the question paper for that day, and therefore the question of 'a' question paper goes away," stated Nandan Nilekani.

Implementation Roadmap and Task Force Report

Nilekani confirmed that Prime Minister Narendra Modi and Union leadership are committed to executing structural solutions to rebuild trust in national assessments. The High-Powered Task Force—which gathered over 50,000 suggestions from public stakeholders, students, and testing agencies—is concluding its recommendations.

The final task force report will outline guidelines for securing digital question repositories, managing algorithm-driven difficulty calibration, and establishing safeguards against technical disruptions across testing centers.