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Artificial intelligence dominates headlines, investment cycles, and boardroom discussions. But beneath the hype around new models and chip breakthroughs lies a simple truth: AI cannot scale faster than we can build the physical world that supports it. For all the talk about graphics processing units (GPUs), model parameters, and billion-dollar rounds, AI still lives in …
Spend a morning on almost any site, and you’ll hear the same refrain: “Where’s the steel? Did those pumps ship? Who’s chasing the submittal?” Materials and information move through different hands, systems, and calendars, and the cracks between them are where schedules slip, and contingency disappears. A global study by Autodesk and FMI estimates that …
In recent years, artificial intelligence (AI) has become an indispensable tool for urban analysis, augmenting how we observe, quantify, and project the dynamics of city life. Yet, no matter how precise the algorithm, how comprehensive the dataset, or how refined the model, AI cannot truly capture the authentic feel of a place. AI doesn’t know …