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12 September 2026

Finance Minister on AI safety and risks

The Finance Minister's proposed framework for AI governance directly addresses critical UPSC themes regarding the ethical, regulatory, and systemic challenges of emerging technologies in public and financial sectors.

1 min read 2 questions 1 prelims

Notes

  • Finance Minister highlighted the risks of frontier AI laboratories racing toward self-improving superintelligence.
  • Proposed framework for AI adoption: systems must be fast yet accountable, autonomous yet reversible, and innovative while maintaining consumer trust.
  • Principle of human-in-the-loop: AI may assist judgment, but responsibility for decisions must remain with humans and institutions.
  • Governance requirement: Higher-risk AI use cases require greater scrutiny, including review, explanation, and appeal mechanisms.
  • Management accountability: Senior management and boards must understand AI deployment, data sources, and potential failure points.
  • Strategic perspective: The choice is between responsible adoption and well-managed adoption, rather than AI adoption versus avoidance.
  • Risk of legacy systems: Institutions failing to adopt AI risk losing competitiveness and operational capability.
  • Emerging technologies: Agentic AI and quantum computing offer breakthrough efficiency but can amplify systemic risks due to increased speed of operations.
  • Benefits of tokenisation: Reduction of intermediaries and enabling near-instantaneous asset transfers.

Questions

  1. The rapid integration of agentic AI and quantum computing in the financial sector presents a dichotomy between operational efficiency and systemic risk. Discuss the regulatory framework required to ensure responsible AI adoption in India's fintech ecosystem. 150 words
    Attempt this — 150 words in 8 min
    0 / 150 words 8:00
  2. As artificial intelligence shifts from a decision-support tool to an autonomous agent, the challenge of accountability becomes paramount. Examine the ethical and governance imperatives for ensuring that AI-driven decisions in critical sectors remain subject to human oversight and institutional accountability. 250 words
    Attempt this — 250 words in 11 min
    0 / 250 words 11:00

Prelims

  1. With reference to 'Agentic AI' in the context of modern financial systems, which of the following best describes its primary characteristic?