Writing and press
Original thinking from Lapis and independent coverage from the institutions, publications, and people following the work.
Field noteLapis Research / MediumMay 202616 months of warning: how a preprint became a $1 billion competitor
The public record showed the movement long before the market named it. A reconstruction of the scientific, hiring, and competitive signals that appeared first.
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PodcastFuture of Marketing InstituteMay 2026The future of AI-powered competitive intelligence
A conversation about turning patents, research papers, regulatory filings, competitor activity, and market movement into intelligence teams can act on.
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University pressYFile / York UniversityApril 2026Schulich student helps develop innovative AI research tool
York University covers the team behind Lapis and the challenge of keeping complex research understandable as projects and organizations evolve.
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University pressUniversity of Guelph / CCMPSMarch 2026U of G student supporting the future of academic research with AI
The University of Guelph profiles how AI can preserve scientific context, support continuity, and help research teams work across long project timelines.
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News coverageGuelphTodayJanuary 2026U of G researchers developing AI-backed platform to aid research
Local coverage of Lapis as a central intelligence layer for research documentation, institutional memory, and scientific collaboration.
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- Hippocampal neurons, confocal. MikeRoscopy, CC BY 4.0.
- Common milkweed seed. USGS Bee Inventory and Monitoring Lab, Public domain.
- Poppy seeds, macro. USGS Bee Inventory and Monitoring Lab, Public domain.
- Antarctic sea-ice diatoms, 1983. Gordon T. Taylor / NOAA, Public domain.
- Mouse cerebellum, Purkinje layer. Achinraj, CC BY 4.0.




