NEW DELHI — Speaking at the prestigious Bloomberg New Economy Forum in New Delhi, tech visionary and Infosys co-founder Nandan Nilekani offered a radical proposition for fixing India’s plague of high-stakes public examination leaks: eliminate static question papers entirely.

When Bloomberg host John Fraher posed whether artificial intelligence could "spontaneously create the exam paper on the day that it’s being taken," Nilekani responded with a definitive, "Yeah, sure."

Nilekani, who was personally tasked by Prime Minister Narendra Modi in July to spearhead a high-powered task force on national examination reforms, laid bare the foundational flaw of the country’s multi-million-candidate testing apparatus. The root of the crisis, he argued, lies in the very existence of a physical or static digital question paper.

"I think the issue that led to this committee and so on is the question paper leak. This is all public information, as you know, the NEET exam paper leak," Nilekani told the audience. "So I think the question then becomes, why do we need to have something called a question paper? Because the moment you have a question paper, that creates an economic incentive for that to be sold or whatever."

The proposal arrives at a critical juncture for India’s educational landscape, balancing the promise of next-generation technological interventions against deep-seated systemic vulnerabilities that critics warn no algorithm can fix alone.

Chronology of a Crisis: From NEET Protests to Task Force Mandate

The genesis of Nilekani’s current task force traces back to a tumultuous summer in Indian higher education.

• The Catalyst: The controversy surrounding the National Eligibility cum Entrance Test (NEET) undergraduate medical entrance exam unleashed nationwide outrage. Allegations of systemic irregularities and paper leaks shattered the confidence of millions of aspirants and their families.
• The Fallout: The scandal triggered massive public demonstrations, most notably at New Delhi’s Jantar Mantar, where students and political groups demanded systemic accountability. The political pressure ultimately forced the resignation of the then-Union Education Minister, Dharmendra Pradhan.
• The Intervention: Recognizing the existential threat that compromised examinations pose to India’s demographic dividend and meritocracy, Prime Minister Narendra Modi turned to Nilekani—the veteran architect of foundational digital public infrastructures like Aadhaar and UPI. On July 28, Nilekani was appointed to chair an elite task force with a strict, compressed mandate. "I was asked to do this report on July 28, and I was given three months," Nilekani noted at the Bloomberg forum.

The Landscape of Public Examinations in India

To understand the scale of the challenge facing Nilekani’s committee, one must examine the complex machinery driving India’s public tests. Annually, tens of millions of students sit for competitive exams ranging from civil services (UPSC) to engineering (JEE) and medical (NEET) entrances.

Because the state apparatus alone cannot scale to meet these logistical hurdles, computer-based public examinations heavily rely on a network of private service providers.

• Industry Giants: Among the largest private operators is Tata Consultancy Services (TCS), which commands a vast footprint of physical testing infrastructure through platforms like the TCS iON National Qualifier Test.
• The Competitive Market: Other major players occupying this high-stakes space include DEXIT Global (previously operating under the government-owned NSEIT banner) and Sify Technologies.

However, recent reports—including findings from a parliamentary committee and estimates by Frost & Sullivan compiled in 2025—paint a vulnerable picture. India’s reliance on a fragmented network of private contractors, coupled with physical logistics spanning thousands of remote centers, creates multiple points of failure where human intervention, corruption, and insider access can compromise question papers long before candidates sit at their terminals.

Parallel Innovations: IIT Kanpur’s Dynamic Testing Proposal

Nilekani is not alone in looking toward adaptive, real-time technology to secure the future of testing. Institutional heavyweights are converging on similar conclusions.

Minutes from the 56th meeting of the Council of IITs, held on August 25, 2025, at IIT Delhi, reveal that Prof. Manindra Agrawal, Director of IIT Kanpur, presented a visionary framework for testing quantitative and reasoning skills. Prof. Agrawal recommended a mechanism that dynamically generates questions based on a student’s live performance.

According to the IIT Council minutes, this dynamic model offers a triple-win:

1. Reduces Coaching Dependency: Because questions are generated on the fly from vast, verified conceptual pools, rote learning and predictable question banks become obsolete, undercutting the multi-billion-dollar parallel coaching industry.
2. Enhances Fairness: Adaptive difficulty scales smoothly to accurately gauge a candidate’s true capability rather than rewarding memorization.
3. Secures Testing Environments: Eliminating static test packets removes the target for criminal syndicates seeking to steal papers in transit.

Consequently, the IIT Council recommended the creation of a robust tool capable of generating varying difficulty levels dynamically, mandating a comprehensive white paper within six months. Additionally, Zoho founder Sridhar Vembu presented parallel recommendations on structural pedagogical reforms to the Council, emphasizing that testing cannot be viewed in isolation from how children are taught.

Supporting Data and Systemic Vulnerabilities

Despite the enthusiasm for AI-generated tests and dynamic platforms, industrial and policy analysts urge caution. An investigation published by The Economic Times highlighted that outsourcing the exam lifecycle to private vendors without rigorous, uncompromised oversight creates structural vulnerabilities.

Key issues plaguing the traditional and transitional examination ecosystems include:

• Chain of Custody Lags: Transporting physical papers or distributing static digital files across thousands of poorly regulated sub-centres exposes the material to localized breaches.
• Oversight Deficits: Regulatory bodies often lack the technical capability to audit the internal cybersecurity practices of third-party vendors.
• Over-Reliance on Band-Aid Tech: Authorities frequently resort to reactive measures—such as localized internet shutdowns or banning messaging apps like Telegram after a leak occurs—rather than targeting the root causes of security failures.

Implications: Can Technology Outrun Corruption?

The fundamental debate sparked by Nilekani’s remarks at the Bloomberg New Economy Forum boils down to a timeless question: Can technology fix problems created by human corruption and institutional decay?

Nilekani remains a steadfast believer in systemic technological remediation. At the forum, he reiterated his core philosophy: "If you look at it systematically and go to the root causes of why it’s happening and use technology to solve it, they are solvable issues."

The Skeptic’s Viewpoint

Critics and independent observers argue that while AI-generated, last-minute question papers are a fascinating engineering concept, they represent a techno-solutionist trap if implemented in a vacuum.

• The Human Element: No algorithm can prevent a compromised administrator from colluding with bad actors inside a testing center.
• Vulnerability of Code: Just as static paper can be stolen, digital architectures can be compromised, reverse-engineered, or manipulated if the people running them lack integrity or oversight.
• The Real Reform Needed: True examination reform requires a holistic approach starting from the ground up. This means strengthening institutional accountability, heavily vetting private contractors, prosecuting insider leaks rigorously, and fundamentally reforming a school curriculum that encourages toxic, high-pressure competition over genuine learning.

Furthermore, as generative artificial intelligence continues its exponential march forward, educators note that the entire philosophy of testing must evolve. Assessing students on memorization—even if the questions are dynamically generated by an LLM on the morning of the exam—misses the point in an AI-saturated world.

For now, all eyes are on Nandan Nilekani’s impending task force report. Whether India adopts on-the-fly AI test generation or deep structural overhauls, the nation’s education ecosystem stands at a crossroads. Technology may well provide the locks and keys for tomorrow’s exams, but ensuring trust in the system will require far more than lines of code.