
AI’s next major advance will come from interfaces that present reasoning in visual, interactive formats rather than defaulting to text, aligning outputs with how humans naturally process information. The piece argues that tasks like data analysis, project planning and design require charts, timelines and canvases—purpose‑built visuals informed by domain expertise—rather than generic text or visuals, and cites product categories (calendars, analytics, developer tools) as examples. Firms that solve this interface challenge will gain durable advantages as superior UX increases engagement and training data, even as core models become commoditized.
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