As Alex notes in this thread, AI doesn't "democratize" science. Rather, it compels scientists to rely on anti-egalitarian means of directing their attention.
Consequences of the flood of AI manuscripts: "An early-career researcher at an unbranded institution loses the one mechanism that ever let them be read on merit — anonymous review of the work itself, however badly it functioned in practice.
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