Workspace Link Previews with AI-Generated Summaries
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Solution Overview
Problem
Existing workspace technologies lack effective methods for providing accurate and efficient link previews using artificial intelligence to help users decide whether to click on links, leading to non-necessary clicks on irrelevant content.
Innovation Solution
Implementing a generative AI system to regenerate textual summaries of linked pages and display them as previews, along with selecting relevant content blocks based on location and content for enhanced previews.
Engineering Contradictions & Design Principles
Engineering Contradiction Analysis
1Ease of operation
If link previews are provided to help users decide whether to click on links, then user decision-making is enhanced and unnecessary clicks are reduced, but device complexity increases due to the need for AI systems and content processing
Solution Approach 1:
The system performs preliminary action by pre-processing and storing content information (text, images, layout) when links are created or pages are updated. This prepared content is then quickly retrieved and displayed as previews when users hover over links, eliminating the need for complex real-time processing during user interaction and reducing perceived system complexity.
Solution Approach 2:
The system creates a simplified copy or representation of the target page content (text excerpts, image thumbnails, layout summaries) to display as previews. This copy allows users to evaluate link relevance without actually loading the full page, enhancing decision-making while keeping the preview generation process relatively simple.
2Measurement precision
If AI systems are used to generate link previews, then content representation accuracy is improved, but loss of time increases due to content processing and regeneration requirements
Solution Approach 1:
The system performs preliminary action by pre-processing and storing content information (text, images, layout) when links are created or pages are updated. This prepared content is then quickly retrieved and displayed as previews when users hover over links, eliminating the need for complex real-time processing during user interaction and reducing perceived system complexity.
Solution Approach 2:
The system implements self-service by automatically detecting when content changes occur (through watchers monitoring page updates) and triggering regeneration of previews only when necessary. This eliminates unnecessary processing time while ensuring previews remain accurate, as the system serves itself by proactively updating previews based on content changes rather than waiting for user requests.
3Measurement precision
If comprehensive content is included in link previews, then measurement precision of content representation is improved, but device complexity increases due to handling multiple content types and formats
Solution Approach 1:
The system segments content into distinct categories (text content, images, layout information, metadata) and handles each type separately through dedicated processing mechanisms. This segmentation simplifies the overall complexity by breaking down the challenging task of handling diverse content formats into manageable, standardized processing steps for each content type.
Solution Approach 2:
The system applies local quality by customizing the preview generation approach for different content types and locations. Different content elements (text vs. images vs. layout) are processed and displayed according to their specific characteristics and importance, allowing comprehensive representation while managing complexity through targeted, type-specific handling rather than a monolithic approach.
Data Source
AI summary
A method for providing a link and associated preview of content on a workspace includes causing display of a link to a second page of the workspace on a first page of the workspace. The second page embeds multiple blocks as in-page objects. The method includes preselecting a subset of the multiple blocks to include in a preview of the second page prior to runtime of the display of the link to the second page in the first page. The subset of the multiple blocks is preselected from among the multiple blocks based on content of a respective block or a location of the respective block on the second page. In response to an input the method can include causing display of the preview of the subset of the multiple blocks from the second page while displaying the link on the first page.