Premium

Best of Both Sides: Don’t bet on an AI trickle-down

Unlike earlier technologies, AI feeds its own outputs back as inputs and reaches into cognition itself, so the leader's edge compounds and a follower's lag hardens into a structural gap

Don’t bet on an AI trickle-downIs restricting access to frontier AI models turning it into a geopolitical weapon and/or leverage?(Illustration: C R Sasikumar)
Written by: Soumya Bhowmick
5 min readJul 3, 2026 06:23 AM IST First published on: Jul 3, 2026 at 06:23 AM IST

There is an Adam Smith reading of the present moment: Even as the US tightens its grip on the most advanced chips and models, the invisible hand will, given time, diffuse capability outward, with prices falling and the frontier becoming the floor. The difficulty is the time. As John Maynard Keynes noted of this classical optimism, in the long run, we are all dead. In a domain where capability compounds by the quarter, the long run is the period in which the strategic gap becomes permanent.

This is the harder reading that New Delhi should adopt. AI is being weaponised, and the country that holds the frontier has every incentive to keep it scarce. Modern statecraft has normalised the conversion of interdependence into leverage. We saw it with vaccine nationalism during the pandemic; we are seeing it with the Strait of Hormuz. We see it in critical mineral and rare earth export controls, where processing dominance can be switched on as a weapon. AI is the next and most consequential entry on that list because it is not just one commodity but the general-purpose input to all the others.

Latest Comment
Post Comment
Read Comments