AI and The Enclosure of the Scientific Commons

arXiv:2610.27251v1 Announce Type: cross Abstract: The scientific literature can be viewed as an "information commons:" an intangible resource that "no one owns and is shared by everyone." There are well-established economic and political frameworks for understanding such commons, emerging from the history of agricultural common lands found in places like preindustrial England. This article provides a primer on the history and these frameworks, and considers a key difference between the information commons and the fields of yore: while information commons are robust and immensely valuable --- some can be said to rank among humanity's greatest achievements --- the English agricultural commons no longer meaningfully exist. The latter are gone not because of the well-known "tragedy of the commons," but rather a phenomenon known as the enclosure movement (~1600--1800) that transformed the common lands into private property. Many observers, then and now, judge enclosure to have been theft at a societal scale. This article argues that artificial intelligence (AI) provides precisely the tools needed to enable a previously-infeasible enclosure of the information commons. Although AI-enabled enclosure does not operate identically to physical enclosure, it shares the key features of turning the commons into private wealth and undermining the social systems that support them (via "slop spam"). The concepts presented in this article can provide a scholarly basis for interrogating the foreboding feeling that AI may represent not just a smash-and-grab, but an attack upon a whole way of li

AI enables enclosure of information commons, undermining social systems.

The article argues that AI enables enclosure of the scientific information commons, turning shared knowledge into private wealth and undermining social systems. This is analogous to the historical enclosure of physical commons, which had negative societal impacts. The claim is theoretically grounded and potentially significant for scientific progress and equity.

This is a theoretical/analytical essay applying a historical framework to AI, not an empirical study or reported event. The claims are conceptual and speculative, though the implication if true is materially concerning for open science and knowledge equity. Low evidentiary weight keeps the score moderate rather than extreme.

The article claims AI will enable the enclosure of the scientific information commons, transforming shared resources into private wealth. This process is likened to historical enclosure movements, which are described as societal theft. The 'slop spam' generated by AI is presented as a mechanism for undermining social systems supporting the commons.

The article argues that AI can enable the enclosure of the scientific commons, turning shared information into private wealth. This is framed as a significant threat to social systems. The historical analogy to enclosure movements suggests a deeply concerning implication for human flourishing.

SOURCE     arXiv cs.CY (Computers and Society) (tier 1)
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DOCUMENT   a5a94326-973d-44fe-a039-fd4552de9d8e
           https://arxiv.org/abs/2610.27251
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EVIDENCE   2 extracted excerpts
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MODEL RUN  5 runs, methodology 1.0.1
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SCORE      -65  (Strongly adverse)
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CONFIDENCE 75%