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ALGORITHM-AWARENESS5 MIN READ

Find the bubble boundary in a research plan

Identify where a research workflow is most exposed to filter-bubble effects.

The workflow looks disciplined, but the first source pool is personalized. Where is the filter-bubble risk entering this research plan? The first personalized search result pool Correct. The candidate pool is being narrowed before analysis begins. Later rigor cannot fully recover sources that never entered the set. The neat summary pages near the end of the workflow Not the main entry point. Summaries can distort, but here the deeper issue is that source collection was personalized before summarizing. The team's shared work table The table is not the risk. The workflow's first candidate set is the risk. The final report…

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