Field Notes
Fragmented Research Workflows: The Hidden Cost of Scattered Documents, Data, and Code
Why context-switching between PDFs, notebooks, datasets, and drafts makes research harder to verify, reproduce, and build on.
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ParadocsMay 2026
9 min read
Why local-first AI matters for sensitive research workflows
Why research teams need AI that can work near sensitive files without sending unpublished results, patient-linked data, or internal analysis to public clouds.
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ParadocsMay 2026
6 min read
Knowledge Graphs for Research: Connecting Papers, Data, Notes, and Code
How graph-based context helps AI understand relationships between papers, methods, datasets, figures, and code instead of treating every file as isolated text.
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ParadocsMay 2026
7 min read