Family office Valkin bets on public markets with AI winners elusive
As artificial intelligence accelerates through the real economy, the Singapore-based group's principal explains why operational impact and capital discipline matter more than trying to predict technology winners.

Artificial intelligence has moved beyond a conceptual investment theme for family offices and is now being assessed through the lens of execution, productivity, and capital efficiency.
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