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Saturday, 25 April 2026

Ex-AWS legend explains what enterprises need to make AI actually work

The Register 5 months ago 47

Matt Domo, co-founder of AWS's database division and founder of AI consultancy FifthVantage, argues that enterprise AI projects fail because organizations don't adapt their business processes and decision-making to new capabilities. He cites research showing that AI budgets will rise 86 percent this year and emphasizes that companies need to focus on extracting business value through better signals and predictive decision-making rather than automation alone. The key to success involves starting with small pilots that demonstrate tangible ROI, building organizational confidence, and enabling faster decision-making cycles rather than replacing workers.

Modeling an AI jobs transition

OpenAI 5 months ago 5

Researchers created a framework that examines 921 occupations representing 148 million U.S. jobs to categorize them by their exposure to automation, reorganization, growth, or stability from AI. The analysis covers the entire U.S. workforce across different sectors and skill levels. The results could inform workforce retraining programs and policy decisions about which industries need support during the AI transition.

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