NDTV | Let 'Thermodynamics' Teach You Something About AI

As the Paris AI Action Summit 2025 descended into a cacophony of competing national interests and corporate agendas, it offered a perfect illustration of entropy in action: a system of global governance dissolving into disorder without sufficient organising energy to maintain coherence. This collapse of international cooperation on artificial intelligence (AI) standards reveals a fundamental truth applicable far beyond the diplomatic sphere: without intentional intervention, our AI ecosystems will naturally trend toward maximum chaos.

By Arindam Goswami

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The Hindu | AI infrastructure, the key to global AI supremacy

For countries such as India, the diverse approaches by lead AI players such as the U.S, the European Union and China offer lessons.

The United States has made a bold move in the global artificial intelligence (AI) race with its new federal AI infrastructure policy. What appears to be a domestic initiative to establish AI data centres across federal lands, is actually a well-thought-out strategy to maintain America’s technological supremacy in this field. Other countries have also developed their own AI infrastructure strategies to face this competition. India faces resource constraints. The challenge for India, therefore, lies in adopting a strategy which will work without the deep financial reserves of the U.S. or China.

By Arindam Goswami

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