# UX-Context Design: Using UX Knowledge to Inform AI-Generated Design

DevFeed: [UX-Context Design: Using UX Knowledge to Inform AI-Generated Design](<https://devfeed.tech/articles/ux-context-design-using-ux-knowledge-to-inform-ai-generated-design-9042.md>)

Original publisher: [Read original article](<https://www.nngroup.com/articles/ux-context-design/>)

Author: Tony Alicea

Published: 2026-07-24T17:00:00Z

Content type: article

Language: en

Sources: [NN/g latest articles and announcements](<https://devfeed.tech/sources/nn-g-latest-articles-and-announcements.md>)

Topics: [User experience (UX)](<https://devfeed.tech/topics/ux.md>), [Artificial Intelligence](<https://devfeed.tech/topics/ai.md>), [AI Models](<https://devfeed.tech/topics/ai-models.md>), [Prompt Engineering](<https://devfeed.tech/topics/prompt-engineering.md>)

Tags: [ai](<https://devfeed.tech/tags/ai.md>), [ai-models](<https://devfeed.tech/tags/ai-models.md>), [article](<https://devfeed.tech/tags/article.md>), [building](<https://devfeed.tech/tags/building.md>), [design](<https://devfeed.tech/tags/design.md>), [research](<https://devfeed.tech/tags/research.md>), [ux](<https://devfeed.tech/tags/ux.md>)

## AI overview

As AI increasingly generates interface designs, UX research and design deliverables must become curated context that reflects users, domains, and organizational design standards. The article explains that this context guides AI output away from generic designs and toward experiences suited to specific users and organizations.

## Source excerpt

As more interface work is AI-generated, the output of research and design shifts from documents written for humans to curated context that guides AI.