Artifacts
Substantial work opens as an artifact card, then expands into a split pane with live preview, code view, and optional publish.

Interactive artifact card embedded in the assistant reply
What's happening
Claude graduates substantial work to artifacts: an in-thread card opens a split pane with Preview and Code tabs, interactive outputs, and optional publish while chat stays private.
Patterns
Interactive artifact card in thread; split pane with Preview and Code tabs
Syntax-highlighted React source with copy and publish actions
Live interactive apps with sliders, charts, and real-time updates
UX Insights
- •Thread stays the reasoning trail; artifact is the deliverable
- •Preview/Code toggle serves runners and shippers in one pane
- •Publish flow separates public artifact links from private chat history
Design Decisions
Artifacts graduate from an in-thread card to a split workspace so users never lose chat context while iterating on code, documents, or interactive tools.
More case studies

Output & Refinement
ChatGPT renders structured answers in the thread with reasoning activity, version navigation, feedback, sharing, and selection-based refinement into writing blocks.

Image Generation
ChatGPT's image generation feature allows users to create images using DALL·E directly within the conversation interface, with tool selection, prompt input, and result display integrated seamlessly.
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