Mains Practice Questions for the Day
- Q. The emergence of advanced AI models like Mythos raises serious cybersecurity concerns. Should such technologies trigger alarm or reform in cybersecurity governance? Discuss. (15 M)
- Q. Recognition of regional languages strengthens linguistic federalism but also raises administrative and constitutional challenges. Examine in the context of Meghalaya declaring Khasi and Garo as official languages. (15 M)
Q. The emergence of advanced AI models like Mythos raises serious cybersecurity concerns. Should such technologies trigger alarm or reform in cybersecurity governance? Discuss. (15 M)
(GS Paper III – Science & Technology / Cybersecurity / Internal Security)
Introduction:
The development of advanced AI systems such as Mythos by Anthropic, capable of autonomously identifying and exploiting software vulnerabilities, marks a turning point in cybersecurity. While it raises legitimate concerns regarding misuse and cyber threats, it also exposes the inadequacies of existing security frameworks, making it a trigger for reform rather than mere alarm.
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1. Nature of the Cybersecurity Threat
- AI models like Mythos can independently scan complex software systems, identify vulnerabilities, and generate exploit strategies.
- This significantly lowers the technical barrier required for cyberattacks and increases their speed and scale
- . The ability to exploit zero-day vulnerabilities—unknown flaws without existing patches—makes such systems particularly dangerous, as attacks can occur before any defensive response is possible.
2. Impact on Cybersecurity Ecosystem
- The automation of vulnerability detection and exploitation is likely to fundamentally alter cybersecurity practices.
- Traditional models, which rely on periodic updates and reactive responses, may become ineffective in a fast-moving threat environment.
- At the same time, cybersecurity professionals will need to move beyond routine tasks towards advanced threat analysis, as basic functions become automated.
3. Disruption of Vulnerability Markets and Bug Bounty Systems
- AI-driven discovery of vulnerabilities may increase the overall supply of exploitable flaws, thereby reducing their market value.
- This could weaken existing bug bounty ecosystems that rely on human expertise and incentives.
- However, it may also reduce the lifespan of zero-day exploits, forcing attackers to act more quickly and making the threat landscape more dynamic.
4.Dual-Use Nature and Strategic Concerns
- Technologies like Mythos represent a classic case of dual-use innovation, where the same capability can be used for both defensive and offensive purposes.
- At the global level, restricted access to such technologies may create technological asymmetry between countries, raising concerns about cyber warfare, strategic dominance, and digital sovereignty.
5.Need for Reform-Oriented Cybersecurity Approach
- Rather than responding with alarm alone, there is a need to reform cybersecurity governance.
- AI can be leveraged for defensive purposes such as real-time threat detection, predictive vulnerability analysis, and automated patch management.
- This requires a shift from reactive security models to proactive and intelligence-driven frameworks capable of anticipating threats before they materialise.
6.Way Forward
- Strengthening cybersecurity infrastructure through AI-enabled defence systems is essential.
- Governments must establish regulatory frameworks for high-risk AI technologies and promote responsible innovation.
- Capacity building of cybersecurity professionals, along with international cooperation on cyber norms and AI governance, will be critical in managing emerging risks.
Conclusion:
The emergence of AI models like Mythos signals a transformation in the nature of cyber threats, but it should not be viewed solely as a source of alarm. Instead, it presents an opportunity to strengthen cybersecurity governance through innovation, regulation, and capacity building, ensuring that technological advancement enhances security rather than undermines it.
Q. Recognition of regional languages strengthens linguistic federalism but also raises administrative and constitutional challenges. Examine in the context of Meghalaya declaring Khasi and Garo as official languages. (15 M)
(GS Paper II – Polity | Governance | Culture)
Introduction:
The recent decision of Meghalaya to declare Khasi and Garo as official State languages marks a significant step toward recognising linguistic diversity. It reflects India’s model of linguistic federalism, where regional identities are accommodated within a constitutional framework, while also raising questions regarding administrative feasibility and constitutional balance.
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1.Constitutional Basis of Linguistic Federalism
- The Indian Constitution under Articles 345–347 empowers States to adopt their own official languages, reflecting flexibility within federalism.
- While Hindi and English operate at the Union level, States enjoy autonomy to recognise regional languages, thereby ensuring inclusivity and democratic participation in governance.
2.Significance of Recognising Khasi and Garo
- The recognition of Khasi and Garo strengthens cultural preservation and protects indigenous identity in a tribal-dominated State.
- It improves administrative accessibility by enabling citizens to engage with governance in their mother tongue and enhances political inclusion by integrating local communities into formal institutional processes.
3.Link with the Eighth Schedule and National Recognition
- Inclusion in the Eighth Schedule provides symbolic and functional recognition, including eligibility for use in examinations and representation in language commissions.
- However, such inclusion requires a constitutional amendment and broader political consensus, making it a complex and often contested process.
4.Administrative and Practical Challenges
- Transitioning to multilingual governance involves challenges such as lack of standardised scripts, shortage of trained personnel, and need for translation infrastructure.
- Legislative proceedings, official records, and judicial coordination may face delays and inconsistencies without adequate institutional capacity.
5.Broader Implications for Federal Balance
- While the decision strengthens cooperative federalism, it may trigger similar demands from other linguistic groups, potentially leading to pressures for expansion of the Eighth Schedule.
- This raises concerns about maintaining administrative efficiency while accommodating diverse linguistic aspirations.
Conclusion:
The recognition of Khasi and Garo as official languages reflects the evolving nature of India’s linguistic federalism, where governance adapts to cultural realities. However, sustaining this balance requires careful institutional preparation and a coherent national framework to ensure that diversity strengthens, rather than strains, the federal structure.
