The Algorithmic Liability
When generative AI is deployed without prior data hygiene and sociotechnical governance, it ceases to function as a business asset and becomes an optimized attack vector.
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Beyond the Algorithm: Human Adoption as the Prerequisite for Technological ROI
Massive investments in digital infrastructure are failing to deliver margin gains or GDP growth. The true critical constraint is the lack of managerial engineering capable of driving operational adoption.
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The Algorithmic Crucible: Diagnosing the Enterprise AI Productivity Paradox
The integration of generative artificial intelligence into enterprise architecture is currently characterised by a paradox of massive capital deployment and negligible macro-economic yield.
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