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AI’s hard hat era: why reputation must go hand in hand with capacity building

Ashwinder Bedi, Campaign Director at Babel, explores why AI developers need to engineer reputation with the same precision as infrastructure.

Updated December 08, 2025 / Original December 08, 2025

The Tech Capital

By Ashwinder Bedi

7 Mins

2025 has made one thing unmistakably clear: AI has entered a physical age.

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