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Inline Comment Thread

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Inline comment thread is an AI interface design pattern that lets users attach discussion to a specific span of AI or human-written text, image region, or structured field. This UX pattern anchors comments to selections so feedback stays tied to the exact content being debated, similar to document comments but optimized for fast-moving AI drafts. Threads can mention teammates, resolve when addressed, and optionally feed back into model refinement. It makes review of AI output a structured conversation instead of a parallel chat that loses context.

Use Case

Perfect for review flows on AI-generated PRDs, emails, code, and policies where stakeholders need precise, asynchronous discussion on fragments.

Examples in Wild

NotionGitHubConfluenceMedium

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Pattern Description:
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AI Comment Threads
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