Ethics Case Study: 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 bor …

The dilemma

Vikas must reconcile two duties that the system has placed in opposition: fiscal probity, which biometric authentication was introduced to protect, and the right to food of people whose fingerprints fail for reasons entirely outside their control — manual labour, ageing, childhood, and absent connectivity. The asymmetry matters: a leakage is a financial loss to the state, an exclusion is a hungry family.

Options open to Vikas

• A. Strict enforcement. Merits: no leakage, full rule compliance, no personal risk to him. Demerits: denies food to genuine beneficiaries, engages Article 21, and inverts the scheme's purpose.
• B. Leave it to distributor discretion. Merits: nobody is turned away, workable today. Demerits: unauditable, invites ghost entries and quiet diversion, and makes the beneficiary dependent on the dealer's goodwill — replacing a rights-based entitlement with a favour.
• C. Suspend biometric authentication in the district. Merits: immediate relief. Demerits: exceeds his authority, removes a genuine anti-diversion control, and is a blunt response to a targeted failure.
• D. Institutionalised exception handling with an audit trail — authentication remains the norm, and documented, verifiable alternatives operate where it fails.

The recommended option: D

The false choice in this case is between technology and discretion. The right answer is structured discretion that leaves a record.

• Multi-modal authentication — iris and face where fingerprints fail, which specifically addresses manual labourers and the elderly.
• OTP-based and offline authentication, with store-and-forward for low-connectivity days, so bandwidth is not a condition of eating.
• A mandatory exception register. Where a distributor uses personal identification, it must be recorded with the reason, photograph and signature, and reconciled later. This preserves both relief and auditability — the two things options B and A each sacrifice.
• Nominee and family authentication so an ailing beneficiary is not required to appear personally.
• Statutory backing already exists. Section 7 of the Aadhaar Act and the Supreme Court's Aadhaar judgment (2018) both require that no genuine beneficiary be denied a benefit for authentication failure; the exception is not a favour Vikas grants but a duty he enforces.
• Monitor exclusion, not just leakage. Track authentication failure rates and undelivered entitlements by shop, and treat a high failure rate as a system defect rather than beneficiary fault.
• Escalate the design flaw upward with district data, since a fix at state level serves every similar district.

The ethics of technology as gatekeeper

• Error asymmetry is the central principle. A false positive costs the exchequer money; a false negative costs a family food. These are not commensurable, so the system should be tuned to tolerate the first rather than the second.
• Burden of proof is inverted. The beneficiary is made to prove her identity to a machine and bears the cost of the machine's failure — a reversal of how entitlements should work.
• Technology is not neutral. Fingerprint failure correlates with manual labour, age and poverty, so an apparently uniform rule falls hardest on the intended beneficiaries.
• Dignity. Repeated failed attempts before onlookers, and repeat visits to the shop, impose a humiliation that no leakage statistic captures.
• Authentication is not verification of entitlement. Conflating "the machine did not recognise her" with "she is not entitled" is a category error that has cost lives.
• Accountability must follow the decision. When an algorithm or device denies a benefit, a human official must remain answerable and a grievance route must exist.

Conclusion

Fiscal probity and empathy are not opposed here, because the scheme's purpose is the food, not the fingerprint. A control that prevents leakage by producing starvation has not achieved probity; it has redefined success. Vikas should keep the technology, refuse to let it be the last word, and make every exception visible enough to be audited. Our note on direct benefit transfers covers the wider design debate.