Q. Vikas is a government officer with over a decade of service in public administration. He has recently moved as the District Collector (DC) of Nainipura, a remote hilly district bordering a forest.
Due to Nainipura’s low levels of economic development, one of his major duties is to ensure proper functioning of the public distribution system (PDS) amongst the economically weaker sections (EWS).
During his on-site visits, Vikas was apprised of a typical administrative challenge in operating the PDS. To prevent leakages, all distributors were required to carry out real-time biometric identification of the beneficiaries, whose fingerprints were tallied with identity card records. This was creating problems as the operating system sometimes rejected fingerprint matching in the cases of growing children, manual labourers and senior citizens. The problem was further compounded in periods of low WiFi connectivity. The distributors, in such cases, resorted to personal discretion when they could identify the recipient.
Vikas had to address this problem on priority. Strictly adhering to government regulations would ensure fiscal probity but would greatly trouble the proposed beneficiary, i.e., EWS. It may even impinge on their fundamental right to life as per Article 21 of the Constitution. Conversely, leaving the resolution solely to the discretion of the distributors could lead to misuse and leakages.
(a) What are the options open to Vikas? How should he balance fiscal probity with empathy towards the designated beneficiaries?
(b) Discuss the ethics of using technology as a gatekeeper for welfare schemes.
Question from UPSC Mains 2026 GS4 Paper
Model Answer:
The dilemma tests administrative acumen in harmonising substantive justice (Article 21 – Right to Food) with fiscal integrity, ensuring procedural safeguards do not cause wrongful exclusion.
1. Options Available to Vikas & Balancing Probity with Empathy
- Option 1: Rigid Biometric Adherence: Maximises fiscal probity; causes severe exclusion errors, starvation risks, and constitutional breach.
- Option 2: Unchecked Manual Discretion: Maximises immediate access; risks leakages, ghost beneficiaries, and moral hazard.
- Option 3: Balanced Institutional Mechanism (Recommended):
- Multi-Modal Authentication: Deploy Iris scans and facial recognition for worn fingerprints (Chhattisgarh PDS model).
- Offline-Sync PoS Devices: Enable local batch authentication during network downtime with automatic cloud sync upon reconnection.
- Statutory Exception Register: Authorise physical delivery via OTP/Panchayat verification on biometric failure (NFSA 2013 Exception Protocol).
- Post-Distribution Social Audits: Institutionalise monthly Gram Sabha reviews and surprise inspections to curb distributor discretion (NFSA Section 28).
2. Ethics of Technology as a Gatekeeper in Welfare Delivery
- Ethical Merits:
- Targeted Distributive Justice: Eliminates elite capture and ghost beneficiaries, directing public resources to the poorest (Rawlsian Difference Principle).
- Fiduciary Accountability: Upholds the administrator’s duty to protect taxpayer funds from systemic pilferage.
- Ethical Concerns:
- Algorithmic Exclusion (Type-I Error): Denies life-saving entitlements due to systemic glitches, infringing human dignity (Article 21).
- Treating Citizens as Means: Subordinates fundamental welfare rights to technical efficiency (Kant’s Categorical Imperative).
- Structural Asymmetry: Shifts the administrative burden of poor infrastructure onto vulnerable citizens without real-time grievance redressal (Puttaswamy Proportionality Standard).
Administrative ethics requires “compassionate technocracy,” where technology acts as an empowering enabler rather than an exclusionary barrier to constitutional welfare.
