Q. Impact of digital technology as reliable source of input for rational decision making is debatable issue. Critically evaluate with suitable example.
Question from UPSC Mains 2021 GS4 Paper
Model Answer:
Digital technology provides unprecedented data for evidence-based governance, yet its reliability as a decision-making tool is heavily debated due to inherent algorithmic and systemic biases.

1. Digital Technology Enabling Rational Decisions
- Objective Analysis: Mitigates human cognitive biases through empirical, data-driven insights (Big Data Analytics in policy formulation).
- Predictive Efficiency: Processes complex multi-variable inputs rapidly for proactive administration (AI forecasting in disaster management).
- Targeted Delivery: Enables precise beneficiary identification, optimizing public resource allocation (Direct Benefit Transfers).
2. Limitations and Ethical Pitfalls (The Debate)
- Algorithmic Bias: Replicates historical prejudices embedded in training data, compromising neutrality (COMPAS AI racial bias in policing).
- Exclusion Errors: Rigid technical requirements can override administrative empathy, denying fundamental rights (Aadhaar-linked PDS starvation deaths, Jharkhand).
- Manipulated Inputs: Deepfakes, misinformation, and echo chambers distort rational consensus and skew policy priorities (Cambridge Analytica).
- Contextual Blindness: Automated systems lack the emotional intelligence and compassion required for complex, human-centric ethical dilemmas.
Digital inputs must augment, not replace, human judgment. Integrating “ethics by design” and robust data protection frameworks ensures technology remains a compassionate, rational governance tool.




