2021 GS4 Answer

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.

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