The materials considered here appear, at first, to belong to separate intellectual territories: modernist architectural theory, Japanese domestic space, Enlightenment visionary architecture, documentary utopianism, archival decolonisation, community memory, and contemporary AI knowledge systems. Yet they converge around a single proposition: form is never neutral. Whether the form is a house, an archive, a bibliographic repertory, a digital platform, or an AI retrieval system, it organises what can be perceived, remembered, trusted and transformed. Across these texts, architecture and archival infrastructure emerge not as passive containers but as epistemic machines: systems that shape relations between bodies, memory, authority and futurity. The shared question is therefore not simply how buildings are designed or how records are stored, but how cultural systems make knowledge visible, legitimate, inhabitable and actionable.
Adolf Loos’s Ornament and Crime provides a severe modernist point of departure. Loos attacks ornament not merely as an aesthetic excess, but as a sign of cultural regression, economic waste and ethical confusion. For him, modern culture advances by stripping utilitarian objects of decorative expenditure, allowing form, material and labour to speak without disguise. The argument is deliberately polemical: tattooed bodies, ornamented furniture, decorated cigarette cases and smooth shoes become evidence in a moral economy of design. Yet the importance of Loos lies less in the literal rejection of ornament than in his insistence that design encodes civilisation. The object is never innocent; it expresses a historical relation between culture, labour and value. In this sense, Loos anticipates a broader concern running through all the readings: the visible surface of form conceals an infrastructural politics of production, legitimacy and social order.
Étienne-Louis Boullée complicates this modernist austerity by showing that abstraction may produce not poverty of meaning, but metaphysical intensity. Liang Shui’s thesis on Boullée argues that nature, for the Enlightenment architect, is not scenery but a universal source of architectural thought. Boullée’s architecture translates nature into composition, sentiment and contemplation through geometry, light, scale and sublime affect. His drawings of the Bibliothèque Nationale, Le Fort, the Madeleine Church and especially the Newton Cenotaph operate as tableaux: self-sufficient visual structures in which horizon, mass and atmosphere organise philosophical experience. Unlike Loos, Boullée does not seek ethical clarity through removal alone. Instead, he makes architecture into a theatre of cosmic mediation, reconciling finite humanity with infinite nature. His work demonstrates that abstraction can be both rational and affective, geometric and sublime.
Kazuo Shinohara’s houses extend this inquiry into the domain of domestic architecture, where abstraction becomes a mechanism for producing meaning rather than merely representing it. Hans Frei and Pamela Johnston describe Shinohara’s mathematical imagination not as numerical determinism, but as a spatial logic capable of generating fictive space. His houses transform voids, displacements and diagrams into intense domestic worlds. Koji Taki’s essay deepens this account by identifying opposition as the intrinsic structure of Shinohara’s work. In the House in White, the large central space emerges through the division of a square and the symbolic tension between everyday and non-everyday space. In the Tanikawa Residence, exposed structure and an interior earth slope sacralise topos, while in the House in Uehara, structural fragments and urban disorder produce a “zero-degree machine” that refuses fixed symbolism. Shinohara’s houses are therefore not simply buildings but interpretive apparatuses: they compel inhabitants to read space as an unstable field of oppositions.
This architectural discussion opens directly onto the archive, because both house and archive are spatial systems for ordering presence and absence. The Mundaneum, conceived by Paul Otlet and Henri La Fontaine, represents one of the most ambitious efforts to convert knowledge into a global documentary architecture. Its Universal Bibliographic Repertory was designed to catalogue what had been written by any author, on any subject, in any place or language. As Rayward shows, the Mundaneum was simultaneously archive, machine and cosmogram: a system for making the world intellectually navigable. It anticipated later forms of networked knowledge, hypertext and multimedia retrieval, but it was also animated by a political ideal: the organisation of knowledge as a condition for international cooperation and peace. The Mundaneum thus reveals that documentation is never merely technical. Classification, bibliography and retrieval are ethical projects, because they determine how humanity imagines its collective memory.
Hyman and Renn’s Toward an Epistemic Web updates this documentary ambition for the digital age. They argue that the World Wide Web has achieved unprecedented accessibility, scalability and interconnectivity, yet it remains insufficiently structured to support the production of new knowledge. Their proposed Epistemic Web would move beyond mere retrieval by federating documents, data and conceptual models into dynamic relations. In this model, users become “prosumers”, and documents become perspectives into a larger universe of knowledge, recalling Leibnizian monads. This proposal is crucial because it shifts the problem from access to structure. A digital library is not enough if relations, contexts, contradictions and models remain invisible. The Epistemic Web therefore turns the archive into an active system of recursive knowledge production.
The contemporary AI texts radicalise this argument. Bottino, Ferrero, Dosio and Beneventano’s Retrieval Is Not Enough argues that organisational AI fails not because it cannot retrieve relevant information, but because it lacks epistemic fidelity. Retrieval systems treat decisions, hypotheses, evidence, abandoned claims and unresolved questions as equivalent semantic content. Their OIDA framework attempts to correct this by structuring organisational memory into typed Knowledge Objects, each with epistemic class, importance score, decay behaviour and contradiction relations. Its most striking innovation is QUESTION-as-modelled-ignorance, where unresolved questions gain urgency over time rather than disappearing into informational noise. This is an important conceptual inversion: knowledge systems must not only store what is known, but actively represent what remains unknown.
Matthew Kelly’s Situated Epistemic Infrastructures expands the diagnosis from organisational AI to the wider post-coherence condition of contemporary knowledge. Kelly argues that large language models expose the fragility of scholarly communication by generating authoritative-seeming outputs from opaque infrastructures. Knowledge no longer circulates through stable disciplinary communities alone, but through hybrid systems of search engines, platforms, databases, citation managers, chatbots and institutional norms. The SEI framework identifies four diagnostic lenses: infrastructural typology, power signatures, symbolic compression and breakdown dynamics. Its central insight is that failure is revelatory. When infrastructures misfire, when symbolic terms such as “peer-reviewed” or “evidence-based” drift, or when algorithmic systems simulate coherence, the hidden scaffolding of authority becomes visible. This framework extends the archival and architectural argument into AI: the problem is not only information, but the conditions under which information becomes credible.
The archival texts insist that these conditions are also colonial, racialised, economic and political. Decolonising Archives argues that archives have often functioned as imperial projects of domination, organised through ownership, access control, classification and commodification. Digitisation may democratise access, but without epistemological transformation it can also reproduce colonial narratives by merely adding marginalised materials to Western classificatory systems. The publication’s case studies, including Red Conceptualismos del Sur and Indigenous archival work in Canada, show that decolonisation is not simply a matter of making records available. It requires transforming the power relations that decide what counts as memory, evidence and history.
Almeida and Hoyer’s The Living Archive in the Anthropocene develops a parallel argument through ecological crisis. They reject both the archive as nostalgic container and the Anthropocene as purely biophysical event. Instead, they propose the living archive as a participatory, place-based and generative space that intervenes in ecological and socio-political reality. Their case study, the Interference Archive in Brooklyn, demonstrates how social-movement ephemera, exhibitions, workshops and non-hierarchical labour can transform archival work into political action. The living archive preserves radical histories while also enabling future organising. It is not neutral, because neutrality itself often protects existing power.
The CUNY Distance Learning Archive similarly demonstrates how archives can expose infrastructural crisis. Created during the COVID-19 shift to remote learning, it documents the experiences of students, faculty and staff across a public university system marked by inequality, austerity and technological dependency. Its concept of archival inversion adapts Bowker’s “infrastructural inversion” to show how crisis archives reveal hidden relations of labour, power and institutional neglect. Emails, petitions, teaching materials and social media posts become evidence of a strained public educational infrastructure. Here, archiving is not retrospective commemoration; it is accountability work.
Taken together, these sources reveal a continuous intellectual movement from form to infrastructure. Loos purifies the object; Boullée sublimates geometry; Shinohara turns domestic space into a machine for meaning; Otlet dreams of universal documentation; Hyman and Renn imagine a recursive epistemic web; decolonial and living archives politicise memory; OIDA and SEI diagnose the epistemic failures of AI-mediated knowledge. Across all cases, the decisive issue is not whether systems are beautiful, efficient or comprehensive, but whether they make their own conditions of authority visible and contestable.
The conclusion is therefore both architectural and epistemological. Every archive is a building of memory; every building is an archive of cultural assumptions; every AI system is an architecture of epistemic trust. The task for contemporary scholarship is not to choose between aesthetics, archives and computation, but to understand them as interdependent infrastructures. Ethical form today must do more than organise space or retrieve information. It must disclose its classifications, preserve contradiction, represent ignorance, resist domination and remain open to future reinterpretation. In this sense, the most urgent design problem of the present is not the production of objects, but the construction of reflexive epistemic infrastructures capable of sustaining knowledge, justice and collective imagination under conditions of instability.
Bibliography
Almeida, N. and Hoyer, J. (2019) ‘The Living Archive in the Anthropocene’, Journal of Critical Library and Information Studies, 2(3), pp. 1–39. Available at: https://academicworks.cuny.edu/ny_pubs/379.
Bottino, F., Ferrero, C., Dosio, N. and Beneventano, P. (2026) Retrieval Is Not Enough: Why Organizational AI Needs Epistemic Infrastructure. arXiv:2604.11759v1. Available at: https://arxiv.org/abs/2604.11759.
Frei, H. and Johnston, P. (2016) ‘The Mathematics of the Shinohara House’, AA Files, 73, pp. 145–153. Available at: https://www.jstor.org/stable/44027979.
Hyman, M.D. and Renn, J. (2012) Toward an Epistemic Web. RatSWD Working Paper No. 197. Berlin: Rat für Sozial- und Wirtschaftsdaten. Available at: https://hdl.handle.net/10419/75347.
Kelly, M. (2025) Situated Epistemic Infrastructures: A Diagnostic Framework for Post-Coherence Knowledge. arXiv:2508.04995v3. Available at: https://arxiv.org/abs/2508.04995.
L’Internationale Online (2016) Decolonising Archives. L’Internationale Books. Available at: https://www.internationaleonline.org.
Loos, A. (1908) ‘Ornament and Crime’. In: Adolf Loos: Ornament and Crime, pp. 19–24.
Muhlbauer, Z., Morello, S., Bartley, T.M., Cote, N. and Gold, M.K. (2023) ‘Archival Inversions: Rethinking Knowledge Infrastructures through the CUNY Distance Learning Archive’, Digital Studies/Le champ numérique, 13(3), pp. 1–22. doi: https://doi.org/10.16995/dscn.9673.
Rayward, W.B. (trans. and adapt.) (2010) Mundaneum: Archives of Knowledge. Occasional Papers, no. 215. Champaign: Graduate School of Library and Information Science, University of Illinois at Urbana-Champaign.
Shui, L. (2019) Etienne-Louis Boullée’s Vision of Nature in Architecture. Master’s thesis. University of Florida.
Taki, K., Warren, N. and Ferreras, J.M.E. (1983) ‘Oppositions: The Intrinsic Structure of Kazuo Shinohara’s Work’, Perspecta, 20, pp. 43–60. Available at: http://www.jstor.org/stable/1567065.
