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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