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Here’s why the hardest design decisions happen where that autonomy ends.
Topics: UX ResearchDesign SystemsWeb Interfaces
Entities: Web InterfacesUX ResearchDesign SystemsClaudeClaude CodeMicrosoftAnthropicCursorMicrosoft Research
UX Collective
By June 2026, I couldn’t open an app without being told I was falling behind. My Instagram saves were full of designers building agents over a weekend. LinkedIn was a steady stream of people who had “shipped it with Cursor.” And the job listings I was...
Topics: UX ResearchDesign Systems
Entities: ClaudeClaude CodeGoogleMicrosoftAnthropicCursorMicrosoft Research
UX Collective
Every roadmap has a chat box on it. Fewer have an answer for who it’s for.Six questions to ask for whether a conversational layer will speed experts up or quietly put a keyboard between them and the work they already know.Nearly every B2B application I’ve...
Topics: UX ResearchWeb Interfaces
Entities: Web InterfacesUX ResearchMicrosoftMicrosoft Research
UX Collective
A practical model for deciding what AI can do, what humans must still own, and where product teams should draw the boundary.Image created by the author with OpenAI image generation.An AI tool clusters hundreds of customer comments and names the largest...
Topics: UX ResearchAccessibility
Entities: UX ResearchAccessibilityMicrosoftOpenAIMicrosoft Research
UX Collective
A judgment call, wired in like any other function.Typed answers at keystroke speed let the interface act, suggest, or ask. How UX designers can put a decision model to work today in their applications.On September 15, 2026, a San Francisco lab called...
Topics: UX ResearchDesign Systems
Entities: ClaudeChatGPTGoogleMicrosoftClaude FableOpenAIMicrosoft ResearchGemini
UX Collective
The change arrived without a battle — quiet, ordinary, already at your desk. AI assisted.The film feared a superintelligence that would rise up and rule us, but the generative AI we built asks for our trust instead — and mostly gets it.The Matrix feared a...
Topics: UX Research
Entities: UX ResearchChatGPTMicrosoftAnthropicTargetMicrosoft Research