Thoughts

AI-fication is a place for my reflections on how artificial intelligence is reshaping jobs, finance, institutions and society.

This section will bring together essays, field notes and working ideas from my conversations with governments, regulators, financial institutions and technology leaders.

The focus will not be on chasing every new model or tool, but on understanding the deeper shifts: how work changes, how institutions adapt, how capability is built, and how individuals, organisations and nations can move from reacting to the future to shaping it.

New notes will be published here soon.

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