Justin Scott
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Idea: What impact will rising compute costs exert on open academic research?
Research Idea
GPU and large‑scale compute resource costs keep climbing. This creates barriers for researchers without access to wealthy lab budgets. How will growing compute expenses reshape the landscape of open academic research in the coming years?
Nathan Phillips, Na Li and 86 others4 CommentsView more comments-
Small‑budget groups will be locked out of certain large‑scale experimental directions.
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More emphasis will shift toward lightweight algorithm and theoretical‑focused work.
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Thoughts on the increasing pressure to publish open data alongside papers
Research Idea
Many journals now encourage or require sharing underlying data. Open data improves reproducibility but also adds burden and raises privacy concerns. How should the community balance open‑data expectations against practical and ethical constraints?
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Open data is a strong reproducibility asset when privacy and consent allow it.
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We need clear guidelines on when data cannot be shared for legitimate reasons.
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