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The waves of research practice

UX Collective

The current wave is cresting, ready to wash over software design and product management. And third-wave research will reach even higher, moving into product and organizational strategy. Buchanan) of design than industrial design. The first wave of research, receding now, grew from academia.

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Deconstructing Machine Learning for Product Design

UX Collective

Deconstructing machine learning for product design How data and design can collaborate in user-centric products The intersection of AI and design is a unique one: on one hand are the data matrices and Ex Machina robots being programmed at 3am, and on the other are the color theories and UI mockups being concocted in Figma.

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What does it mean to design urban technology?

UX Collective

We’ve recently launched a new degree program in Urban Technology at University of Michigan that combines urbanism, technology, and design. But what does design mean in this context? Like many aspects of creating a new transdisciplinary degree program from scratch, a simple question has been somewhat less simple to answer.

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The extended designer, and the design machine

UX Collective

Something we see often in the majority of the processes within the Double-Diamond, and often in the processes used by Product Managers to make good value-based judgements. Even tools that have changed the game for Architects and Industrial Designers such as AutoCAD have not achieved such a lofty aim.