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ONE CONCEPT, MANY HOMES: DISTRIBUTED KNOWLEDGE ACROSS ARCHIVES, PLATFORMS AND MEDIA — distributed knowledge, concept identity, knowledge infrastructure, documentation studies, archives, repositories, platforms, semantic provenance, scholarly communication — Anto Lloveras · Socioplastics · LAPIEZA-LAB, Madrid · 2026

A concept rarely lives in one place. It may first appear in a manuscript, acquire precision in an article, receive a persistent identifier in a repository, become searchable through an index, circulate through a blog, reappear in teaching, and eventually be processed by systems that never encounter its original documentary context. These locations are not merely copies of the same intellectual object. Each gives the concept a different technical and social condition: a repository emphasizes persistence and citation; a journal supplies disciplinary context and review; a website enables circulation and revision; a database turns selected properties into structured records; an archive preserves historical states; a machine-readable file increases computational accessibility. The concept remains recognizable across these environments, but each environment produces a different mode of visibility. Intellectual identity should therefore be distinguished from documentary location. A concept can possess several legitimate homes without requiring one of them to absorb all the others. What matters is the possibility of reconstructing their relationships: where the concept originated, which record currently serves as reference, which versions are historical, which appearances are derivative, and what transformations occurred between them. This distributed condition forms a DistinctionHabitat in which identity persists through several situated environments rather than one definitive container. Distribution also creates resilience. If one platform disappears, intellectual continuity can survive elsewhere. Yet the same architecture introduces a significant epistemic risk: ten manifestations originating from one source can be mistaken for ten independent sources. Distributed knowledge consequently needs provenance as much as visibility. Its multiple homes should form a traceable constellation rather than an accumulation of apparently unrelated records. This changes the familiar architectural metaphor of scholarship. Knowledge has traditionally been organized through containers—the book, article, issue, archive, repository or database—whose boundaries determine where an intellectual object supposedly begins and ends. Distributed knowledge invites another model, closer to habitation and migration. Ideas occupy environments, move among them, acquire local properties and remain connected through identifiable genealogies. Their persistence depends less on remaining fixed in one definitive location than on preserving intelligible relations among several locations. The future archive may therefore resemble a network of addresses rather than a warehouse of final containers: a spatially distributed scholarly environment in which concepts gain durability precisely because they can inhabit more than one place without losing the history that connects those places.

Borgman, C. L. (2007) Scholarship in the Digital Age. MIT Press.

Briet, S. (1951) Qu’est-ce que la documentation?

Buckland, M. K. (1991) ‘Information as Thing’, Journal of the American Society for Information Science, 42(5), 351–360.

Otlet, P. (1934) Traité de documentation.

Star, S. L. and Ruhleder, K. (1996) ‘Steps Toward an Ecology of Infrastructure’, Information Systems Research, 7(1), 111–134.

WHEN REPETITION BECOMES INFRASTRUCTURE - Recurrence, visibility and the production of epistemic weight - Anto Lloveras · LAPIEZA-LAB, Madrid - media theory; sociology of science; memory studies; information retrieval; cultural transmission

Ideas become durable through return. A concept encountered once can be intelligible, but recurrence gives it a public history. Its name reappears, its definition is repeated or revised, other authors cite it, applications extend it and institutions begin to classify it. Search systems find it because there are enough traces to retrieve. Readers recognize it because they have encountered its structure before. Repetition therefore does more than reproduce knowledge: it helps produce coherence, memory and visibility. Yet recurrence is epistemically ambiguous. Ten copies of the same text are not equivalent to ten independent uses of the same idea. A definition syndicated across multiple repositories can create impressive numerical visibility while adding no new corroboration. Conversely, one careful translation, critique or unexpected application may transform a concept more substantially than hundreds of identical mentions. What matters is therefore not only how often something returns but how it returns. Repetition can preserve, extend, contest, translate or detach an idea from its origin. This distinction becomes urgent in computational environments. Search engines, citation graphs and language models all respond to patterns of recurrence. Frequently repeated formulations become easier to retrieve and reproduce; statistical familiarity begins to resemble authority. Merton’s Matthew effect already described how visibility can accumulate around established actors and ideas. Digital repetition intensifies the mechanism because one originating source can produce many technically distinct records. The resulting mass may look like consensus even when it is mostly self-recurrence. The answer cannot be to eliminate repetition. Knowledge develops through repetition, teaching, citation, translation and return. Excessive deduplication can erase legitimate variation just as excessive repetition can harden a formulation. A better infrastructure would distinguish exact copies from transformed uses, one-source concentration from independent adoption, and archival redundancy from intellectual development. Recurrence would have provenance. This changes how we understand the life of a concept. An isolated idea can have meaning; an infrastructural idea has a history of coordinated recurrence. Its importance lies not in raw frequency but in the pattern of transformations through which it remains recognizable. The central task is therefore to preserve repetition without allowing frequency to become a substitute for judgment. Knowledge needs recurrence to become public, but it also needs to remember who is repeating, where, why and with what degree of transformation.

Valentino, C., Pichi, F., Colace, F., Conte, D. and Rozza, G. (2026) ‘Integrating Artificial Intelligence, Physics, and Internet of Things: A Framework for Cultural Heritage Conservation’, arXiv:2604.03233.

Valentino and colleagues propose a layered conservation framework in which cultural heritage becomes a continuously sensed, simulated and predictive environment. IoT acquisition, three-dimensional models, physics-informed neural networks, reduced-order methods and finite-element analysis are integrated so that degradation can be studied through both data and physical law. The work’s conceptual strength lies in refusing the usual opposition between empirical learning and mechanistic modelling. Scientific machine learning operates here as a hybrid epistemology: observed signals constrain simulation, while material knowledge disciplines statistical inference. Automated processing of complex geometries extends the framework from abstract prediction to operational digital replicas. Heritage conservation is consequently reframed from episodic inspection toward anticipatory maintenance. The broader intellectual bridge concerns the ontology of preservation. A monument is not a static object protected from time, but a changing material system whose future states can be modelled, compared and acted upon. Conservation becomes an infrastructure of temporal care, joining sensing, interpretation and intervention within a recursive technical ecology.

The Discipline of Passage

A concept acquires force when it can cross contexts without becoming either inert or generic, and this capacity depends less on verbal novelty than on the precision of the form that carries it. Ideas do not circulate intact: they are excerpted, indexed, paraphrased, translated, misread and detached from the arguments that first sustained them. The task of conceptual writing is therefore not to prevent fragmentation but to design for it, giving each fragment enough structural integrity to remain intelligible while preserving a trace of the larger system from which it comes. A compact definition, a delimited claim and a stable vocabulary do more than improve accessibility; they establish the conditions under which a concept can be disputed, adapted and returned to its source. Without such formal thresholds, density becomes enclosure. The text may appear singular, yet its terms cannot accumulate meaning beyond the moment of reading because each depends too heavily on the rhetorical pressure of the whole. At the opposite extreme, excessive simplification produces frictionless language that travels easily precisely because it says little that cannot already be said elsewhere. Conceptual durability emerges between these failures: from a controlled porosity that permits movement without surrendering distinction. Repetition is crucial here, not as branding or mechanical reiteration, but as the gradual stabilisation of relations among a term, its definition, its examples and its consequences. Through recurrence, a concept becomes recognisable across changing situations while remaining open to correction. Its identity lies neither in a spectacular name nor in an immutable formula, but in a disciplined pattern of use. This changes the ethics of authorship. To publish a concept is not merely to assert ownership over an invention; it is to expose a proposition to environments in which the author no longer controls its sequence, scale or interpretation. The most consequential writing therefore constructs passages rather than monuments: forms through which ideas can leave, return altered and still remain sufficiently precise to be judged.

Membranes of Memory

Editorial semipermeability designates an intellectual architecture through which concepts become accessible without relinquishing the distinctions that justified their emergence. Rather than treating ideas as stable entities transferred intact between disciplines, this framework recognises that circulation inevitably entails renaming, classification, compression and translation. Its governing principle—simple entry, compulsory transformation and attributable exit—therefore regulates conceptual movement while preserving visible traces of alteration. Drawing upon the biological membrane, the model surpasses both unrestricted openness and defensive closure: titles, definitions, abstracts, keywords, citations, identifiers and versions operate collectively as selective channels of passage. Although related to Star and Griesemer’s boundary objects, editorial semipermeability differs by demanding that interpretative flexibility never conceal conceptual loss. Similarly, it extends Luhmann’s operational closure by locating systemic differentiation within tangible editorial mechanisms. The Socioplastics corpus exemplifies this logic through CamelTag formations such as AssumptionPresence and ErrorEmbodiment, whose calibrated unfamiliarity facilitates recognition while obstructing premature disciplinary assimilation. Its metadata enables computational discovery, whereas cross-references and version histories establish relational density and conceptual memory. Consequently, transformation remains legitimate only when its provenance is inspectable. Excessive permeability produces template capture and semantic dilution; excessive impermeability generates private idiolect and biographical closure. Editorial semipermeability resolves this tension by cultivating specific fallibility, whereby conceptual failure reveals a precise incompatibility rather than dissolving into generic ambiguity. Ultimately, the framework proposes neither intellectual purity nor maximal exposure, but an intelligent infrastructure through which ideas may travel, acquire consequences and remain singular without becoming inaccessible.

Star, S.L. and Griesemer, J.R. (1989) ‘Institutional Ecology, “Translations” and Boundary Objects’, Social Studies of Science, 19(3), pp. 387–420; Luhmann, N. (1995) Social Systems. Stanford, CA: Stanford University Press.

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Recursive Architecture and the Ecology of Distributed Knowledge

The defining property of an expanding transdisciplinary corpus lies not in the quantity of its accumulated documents but in the organisational intelligence through which heterogeneous publication channels become a single recursive infrastructure. Once a conceptual field exceeds the scale at which any individual book, journal, repository or institution can contain it, coherence can no longer depend upon centralisation. It emerges instead through the coordinated differentiation of functions distributed across interoperable media. The archive ceases to be a place where knowledge is stored and becomes an operational ecology through which knowledge is continually reconstructed. Within this ecology, every channel performs a distinct epistemic operation rather than reproducing identical content. Editorial essays elaborate arguments and sustain conceptual development; DOI repositories stabilise citation and scholarly permanence; version-controlled archives preserve genealogies of transformation; blogs accelerate public circulation and search visibility; audiovisual sequences document temporal processes unavailable to textual description; metadata expose relations to computational systems; indexes organise retrieval across expanding scales. None of these environments is complete in isolation. Their significance arises from recursive coordination, whereby each medium contributes a specialised capacity while reproducing the same conceptual grammar under different technical conditions.

Coherence Through Recursive Organisation

Mobility alone cannot explain durability. A conceptual field capable of indefinite expansion must also reproduce its own coherence without appealing to a privileged centre. At this point scale ceases to be a numerical property and becomes an organisational condition. A corpus containing thousands of interconnected nodes remains intelligible only insofar as coherence is continuously regenerated through its own operations rather than preserved by an external authority or founding statement. Luhmann's concept of autopoiesis provides the first element of this explanation. A system maintains its identity by reproducing the operations through which it distinguishes itself from its environment. Derrida's iterability introduces an equally necessary qualification: every repetition simultaneously preserves and transforms the form it repeats, because each recurrence occupies a new context within an expanding chain of relations. Identity therefore survives not through exact replication but through disciplined variation. Kittler completes the argument by reminding us that recurrence is inseparable from its technical conditions of legibility. Every archive depends upon infrastructures capable of rendering distinctions searchable, traceable, and recognisable across scales beyond direct human perception. Taken together, these perspectives describe coherence as an emergent property of recursive organisation. Every new node reproduces the same generative relation while extending the system into circumstances that could never have been anticipated by earlier articulations. Difference is not the interruption of coherence but the mechanism through which coherence expands. The corpus behaves less like a static collection than like an ecology of distinctions whose identity is continuously reconstructed through the disciplined repetition of its own operational grammar.

At sufficient density, an archive ceases to function merely as a repository of completed meanings and becomes an infrastructure for generating relations, so that the decisive property of Socioplastics at ten thousand nodes is not the volume of its texts but the organisational grammar through which numbering, recurrence, versioning and cross-platform exposure convert isolated propositions into a navigable field capable of producing effects no single document could achieve.

Citation under these conditions is no longer ceremonial authentication but the explicit disclosure of dependence, transmission and assembly; each entry remains accountable to the platforms, precedents and transformations that enable its appearance, while recurrence reveals regularities that linear reading would leave dispersed, numerical coordinates allow concepts to be located, compared and recombined, and accumulated versions make divergence visible rather than accidental. This practice begins from the recognition that discursive critique becomes structurally insufficient once categories have been embedded in databases, legal frameworks, procurement standards, professional routines, spatial thresholds and computational permissions, because a contingent distinction thereby acquires the force of operational necessity and continues to organise behaviour after its intellectual legitimacy has collapsed. SyntheticLegibility names this conversion of historical complexity into administratively manageable parameters, through which repetition is mistaken for evidence, inherited exclusions become predictive variables and unequal exposure is recoded as technical fact. The response cannot remain at the level of denunciation; it must map the complete material support chain of a concept—where it is stored, who maintains it, which interfaces reproduce it, what bodies absorb its errors and where its components may be decoupled without destroying essential continuity. Architecture is therefore understood as the distributed grammar through which regulations, classifications, archives, interfaces and spaces organise access, attention, recognition and movement, while version histories, open schemas, modular standards, reversible pilots, audit trails and sunset clauses become primary ethical instruments rather than secondary technical devices. Their function is to preserve corrigibility: the structural capacity of a system to register anomalies, expose failure and allow situated resistance to modify the conditions that produced it. Reactivation, under these terms, is never restoration; every recovery selects, omits and translates according to present necessity, producing a traceable new configuration rather than an untouched original. Socioplastics therefore treats the archive as a public memory organised for revision, dense enough to sustain continuity yet sufficiently plastic to permit inherited forms to be reopened, recombined and redirected. Stability remains legitimate only while it preserves the channels through which its own consequences may contest it, because the only durable structure worth defending is one capable of recognising its contingency and altering its architecture before provisional order hardens into enclosure.