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Overview
LukeW Ideation + Design provides resources for mobile and Web product design and strategy including presentations, workshops, articles, books and more on usability, interaction design and visual design.
News
AI Agents and Layers of Abstraction
Last year, I walked through the evolution of AI products to date starting with AI models behind the scenes and ending with an assertion that "the inevitable next step is for AI models to collaborate and interact to get things done." Today, we're firmly in
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Little Bits of Intelligence
Big AI models like ChatGPT and Claude get all the attention, but the continually increasing amount of fast, low cost models means today's software can embed little bits of intelligence anywhere they're needed. And when software can think, we can rethink t
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Ask LukeW: A New Retrieval System
The Ask LukeW feature on my Web site has been answering people's product design questions using my writings, talks, images, and videos for over three years. During that time, I've seen people ask lots of different kinds of questions. So we rebuilt the sys
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Object-Centric Image Editing in Reve
A few years ago I wrote about the upcoming shift from canvas-centric image and video editing tools to object-centric ones. At the time it was mostly early demos and research projects hinting at what object-centric editing interfaces could be. Reve's new l
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The AI Steering Layer
Large scale AI models can produce an innumerable variety of output (text, images, code). In most applications, though, teams want very specific output aligned with brand, design, and coding guidelines. An intentional steering layer can not only help but i
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