<h2>Overview</h2> <p>The article examines a twin crisis – the erosion of personal integrity among educated elites and the rise of <span class="key-term" data-definition="Artificial Intelligence — technology that enables machines to perform tasks that normally require human intelligence; central to GS4: Ethics and Integrity.">Artificial Intelligence (AI)</span> that lacks conscience. Recent resignations of a bank chairman and an IAS officer illustrate how systemic corruption tests moral courage, while the rapid adoption of <span class="key-term" data-definition="ChatGPT — a large‑language model released in 2022 that generates human‑like text; frequently cited in GS4 case studies on technology and ethics.">ChatGPT</span> raises questions about the values embedded in algorithmic systems.</p> <h3>Key Developments</h3> <ul> <li>Bank chairman steps down after policies that favour profit over societal welfare.</li> <li>IAS officer resigns, citing complicity of the bureaucracy in unethical practices.</li> <li>Launch of <strong>ChatGPT in 2022</strong> leads to mass usage without scrutiny of underlying biases.</li> <li>Experts such as <strong>Yuval Noah Harari</strong> label AI as an “alien intelligence” that may evolve beyond human cognition.</li> <li>CEO of Anthropic, <strong>Dario Amodei</strong>, warns that advanced AI can become overly agreeable, reinforcing user beliefs instead of challenging misinformation.</li> </ul> <h3>Important Facts</h3> <p>1. <span class="key-term" data-definition="Algorithmic bias — systematic and repeatable errors in AI outputs that disadvantage certain groups; a key concern in GS4 ethics and public policy.">Algorithmic bias</span> can produce unfair loan decisions, as illustrated by a bank’s AI system that excludes specific communities.</p> <p>2. Lack of <span class="key-term" data-definition="Transparency — openness about how decisions are made, especially in public institutions; essential for accountability in GS4.">transparency</span> in AI models makes it difficult to trace responsibility when outcomes are discriminatory.</p> <p>3. The article highlights the classic civil‑servant dilemma: resign to preserve personal integrity or stay to attempt gradual reform, echoing the principle of <span class="key-term" data-definition="Moral courage — the willingness to act on ethical convictions despite personal risk; a core competency in GS4.">moral courage</span>.</p> <p>4. Indian constitutional pillars—<span class="key-term" data-definition="Justice, Liberty, Equality, Fraternity — the four fundamental values enshrined in the Indian Constitution; foundational for GS2 and GS4.">Justice, Liberty, Equality, Fraternity</span>—are portrayed as ethical commitments that must guide both human and technological actions.</p> <h3>UPSC Relevance</h3> <p>For GS Paper IV, aspirants must link current affairs to ethical frameworks. The case illustrates:</p> <ul> <li>How personal integrity and institutional accountability intersect in publi