Issue's articles | The Plan Journal
 Open Access
CRITICISM
Opinion

Interview with Kenneth Frampton

by: Kenneth Frampton , Yehuda Safran , Daniel Sherer VOLUME 9/2024 - Issue 1 , Pages: 1 - 25 published: 2024-02-06
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Article

AI as a Facility for Sustainability: Digital Design Studio Education’s Prospects and Challenges

by: Anas Lila , Sigita Zigure VOLUME 8/2023 - Issue 2 , Pages: 343 - 362 published: 2024-02-07

This research presents the implementation of AI-driven design approaches for final-year architectural design students, aiming to enhance environmental decision-making in their projects. It explores motivations, challenges, and outcomes of integrating AI tools into architectural practice. The use of AI facilitated evidence-based design and increased design exploration. Students showed a strong interest in quantitative environmental design. The research highlights the need for adapting architectural education to incorporate AI and sustainability, aligning with recent reforms in the field. It offers valuable insights for educational bodies, practitioners, and program administrators, emphasizing the importance of AI in training future architectural professionals.

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Essay

AI and Design Synthesis: Hybridity and Hybrid Form

by: Karim W. F. Youssef VOLUME 8/2023 - Issue 2 , Pages: 1 - 13 published: 2024-01-26

AI, as a gamechanger, is revolutionizing the architectural and urban scenes so drastically that the way our buildings and cities will look like and be experienced will fundamentally change. The overarching purpose of the paper is to take a modest step towards understanding the paradigmatic role of AI in changing the form of our built environments. The paper conceptualizes AI’s role in the design process as essentially the suggestion of hybrid solutions, transforming the nature of the built environment to a hybrid between its static and non-static, real and virtual forms. The basic question to pose is the role of AI technology in assisting the design process, gearing it towards the creation of hybrid forms that redefine the relationship between humans and their built environment in a meaningful way and that also address the complex problems of our contemporary society which hinge upon the resilience of the architecture and urban form of the space we inhabit. AI technology is being increasingly embedded into our inhabited environment affecting the built expression of architecture as well as the process and practice of designing architecture. 

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Essay

Navigating AI-Enabled Modalities of Representation and Materialization in Architecture: Visual Tropes, Verbal Biases, and Geo-Specificity

by: Asma Mehan , Sina Mostafavi VOLUME 8/2023 - Issue 2 , Pages: 1 - 16 published: 2024-02-07

This research delves into the potential of implementing artificial intelligence in architecture. It specifically provides a critical assessment of AI-enabled workflows, encompassing creative ideation, representation, materiality, and critical thinking, facilitated by prompt-based generative processes. In this context, the paper provides an examination of the concept of hybrid human–machine intelligence. In an era characterized by pervasive data bias and engineered injustices, the concept of hybrid intelligence emerges as a critical tool, enabling the transcendence of preconceived stereotypes, clichés, and linguistic prejudices. This paper not only explores the applied and generative capacities of AI-enabled workflows but also suggests fundamental approaches that can enhance the creative process and confront the embedded biases and injustices within data-driven systems.

 Open Access
Article

Exploring the Role of AI in Urban Design Research: A Comparative Analysis of Analogical and Machine Learning Approaches

by: Carla Brisotto , Jeff Carney , Forough Foroutan , Karla Saldana Ochoa , Whittaker Schroder VOLUME 8/2023 - Issue 2 , Pages: 231 - 258 published: 2024-02-07

We conducted an experiment to explore how Machine Learning (ML) can be utilized as a tool in urban studies research. The current study aims to compare two methodologies to identify urban indicators of the residents’ well-being focusing on three transects across two local watersheds in Jacksonville. The study is framed within the theory of transect analysis. The goal of this experiment was to compare an analogical transect analysis method (AT) to Machine Learning one (MLT) to understand (1) what kind of contribution the latter approach can provide to the development of transect analysis methodologies, and (2) if and how it can connect digitally generated site analysis to local knowledge.The experiment’s findings highlight the ability of the ML algorithms to find noticeable patterns of built environment from aerial imagery. However, local knowledge is indispensable to interpret results in a meaningful way. The combination of the two approaches emphasizes the complementary nature of them and shows how ML methods can be a tool at the service of communities.

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Article

Architecture’s “Recording Deluge”: The Nexus Between Architectural Design, AI, and Data Harvesting

by: Giuseppe Canestrino VOLUME 8/2023 - Issue 2 , Pages: 1 - 19 published: 2024-01-18

As contemporary artificial intelligence (AI) tools are showing the ability to decipher intricate systems through the identification of correlations within vast datasets, the capacity to record, store, and utilize this data nowadays takes a central position in the cultural debate of an increasing number of disciplines. Architectural scholars, however, seem more interested in the explicit expression of AI, such as the development of new tools, rather than in how AI can challenge the ontology and epistemology of architectural design. Discussion of the research of scholars like Maurizio Ferraris, or Shoshanna Zuboff who investigates the societal consequences of data-harvesting practices, may reveal an ongoing change in the accumulation, preservation, and exploitation processes of architectural knowledge. This research intends to explore how one of the raw materials on which AI is nurtured, namely the abundance of data, has the potential to shape and guide forthcoming developments in architectural design.

 Open Access
Essay

Jarvis, Hal, or AlphaZero? Looking Beyond Conventional Narratives Concerning AI and Architecture

by: Cem S. Kayatekin , June Aoun , Yusuf Sühan Bozkurt , Daphné Fournel VOLUME 8/2023 - Issue 2 , Pages: 1 - 20 published: 2024-01-18

Since early 2021, the discourse concerning the potential and impacts of artificial intelligence on architecture has radically expanded. Discussions have largely focused on the heightened levels of productivity or efficiency that can be achieved within the existing ecology of architectural production processes, as well as the potential disruptions that may arise through human–AI co-authorship of the built world. What this paper asserts is that these dominant narratives appear to be extensions of quite conventional storylines which either frame artificial intelligence as a hyper-computational prosthetic for the enhancement of the architect or architectural office or as a critically disruptive force that will trigger micro- to macro-scale reconfigurations of the domain of built- environmental authorship. The dilemma is that we appear to be thinking of AI on old models of brute-force computation (i.e., Deep Blue) or dystopian conceptions of AI systems that can readily cross-pollinate with and radically disrupt existing societal configurations and dynamics (i.e., HAL-9000). What we have not quite considered are the real capacities and limits exhibited by artificial neural networks anchored around self-play reinforcement learning models (i.e., AlphaZero). 

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Essay

Site and AI: A Paradigm Shift

by: Genevieve Baudoin , Bruce A. Johnson VOLUME 8/2023 - Issue 2 , Pages: 1 - 15 published: 2024-01-18

AI’s potential is in its ability to sift through vast amounts of contextual data that can drive design decisions. It offers the opportunity to process information about a virtually limitless number of subjects, at a conscious or unconscious level. This has created what Thom Mayne describes as a “paradigm shift” in our perception of site. The architect can now curate, directing results based on AI to restore specificity to projects that, through the distance created between the real site and the computer model, we have lost along the way. We rely on technological workarounds to fix many designable issues in our buildings – an over-reliance on climate control, a willingness to place buildings directly in harm’s way (i.e., building on flood plains), and an ignorance of the context of a site (from archeology to gentrification). This paper offers a provocation: AI can create a return to site and construction sensibilities by harnessing layered data sets such as orientation, topography, climate, or even social fabric. Can AI chart a course towards less reliance on technological band-aids in the production of building?

 Open Access
Editorial

A New Era

by: Maurizio Sabini VOLUME 8/2023 - Issue 2 , Pages: 205 - 206 published: 2024-02-23
 Open Access
Position Paper

AI Time, Timing, and Timelessness

by: Bernstein Phil VOLUME 8/2023 - Issue 2 , published: 2024-01-12
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Essay

To Think a New Thing: AI, Metaphor, and the Fantasies of Knowing

by: Karel Klein VOLUME 8/2023 - Issue 2 , Pages: 1 - 13 published: 2024-01-30

This essay aims to explore the unexpected intersection of AI-generated images, metaphor, and fantasies of knowledge. Expanding on the notions of metaphor in the philosophy of Jose Ortega y Gasset, we view the AI-generated images (such as those from mis-trained StyleGAN models) as ‘objects’ in possession of an inherent surplus that transcends their perceived qualities and constituent parts. Metaphors reveal latent qualities of ‘objects’ that extend beyond human perception. We consider how these image-objects operate not merely as generators of visual metaphors but as metaphor-like entities themselves, shifting our perception of reality. As a result, these image-objects behave like disembodied expressions of a new kind of knowledge. This feeling, or fantasy of knowledge, is what Steven Connor calls ‘epistemopathy.’ By examining the interplay between human imagination, AI-generated outputs, and the epistemopathic experiences they evoke, we explore how AI becomes a manifestation of the human desire for expanded knowledge and imaginative exploration. In the blurring of the boundaries between our own understanding and AI’s perplexing output, we are confronted with a sort of knowledge boundary that conflates reverie with reasoning.

 Open Access
Essay

2 in 1 – A Playful Approach to the Sustainable Use of Building Materials

by: Angie Müller-Puch , Erik Hegre , Michael Innerarity VOLUME 6/2021 - Issue 2 [The Good Material], Pages: 323 - 336 published: 2022-01-12

To the observer, the building industry strives to develop the most optimized construction materials to build faster, better and cheaper, which has created an expanding pallet of increasingly complex, highly specific product systems. As a result, it is assumed that buildings are comprised of an established collection of parts, selected from a catalogue, and have the consequence of a one-time useful lifespan. This does not suggest that we have abandoned technological development; however, we suspect this approach will stall in its ability to address environmental challenges and create healthy, quality spaces because the sum is not greater than its parts. What if we use and assemble materials in a way that they can serve multiple functions at one time? The 2 in 1 – design strategy is a playful process that assembles materials so one material can incorporate several functions at a time. By finding synergies between well-known, standardized construction elements we can create a positive effect on the quality of building and reduce the carbon footprint.

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SUSTAINABILITY
Article

Cut|Fill: Technofossil Waste Narratives of Brick and Dredged Sediments

by: Catherine De Almeida VOLUME 6/2021 - Issue 1 , Pages: 163 - 196 published: 2021-05-11

Today’s waste landscapes derive from nineteenth-twentieth century materials extraction, processing, and disposal practices by which certain landscapes are sacrificed for the construction of others. Long term impacts of material byproducts from these industries may be understood as technofossils—new materials shaped into artifacts that will likely be preserved as geological deposits. This article explores shifts in cultural attitudes and approaches towards waste materials and landscapes by focusing on two types of extraction-based industries that create technofossils: brick, in which desired materials such as sands and clays are extracted and manipulated, and dredged sediment, in which undesirable materials, such as sands, clays, and soils, are extracted from shipping channels and stored in landfills of land. The tension between these industries reveals opportunities for rethinking linear models of materials extraction, processing, and disposal as cyclical and integrative. Historiographic, archival, and case study research are used to investigate these industries. Speculative mapping and a design research studio explore these material legacies, and their potential ecological, socio-economic, and cultural values.

 Open Access
DIGITAL TECHNOLOGY
Article

Architecture and Soft Kinetics: Scale and Performance

by: Vera Parlac VOLUME 6/2021 - Issue 1 , Pages: 69 - 86 published: 2021-06-14

Traditionally buildings are not designed to adapt to the dynamics of fluctuating environmental conditions or changing user needs. Even though today’s technical capabilities for kinetics have advanced significantly, the integration of stable and kinetic elements still presents challenges. The project described in this article integrates “soft” and “hard” elements to produce a dynamic material system that is self-supporting, pliable, and kinetic. It explores a kinetic and formal potential of integrating custom-made soft robotic muscles into a component-based surface. The developed prototype is a light modular construct, with components and patterns of aggregation that work in unison with the silicone muscles to produce a dynamic structure. The proposed material system can be used to construct a kinetic and “programmable” architectural skin that can be integrated with existing or new façade systems. The project is informed by 

a history of pneumatic structures, the technology of soft robotics, and a kit-of-parts design strategy. 

 Open Access
EDITORIAL
Editorial

An Urgent Task Ahead

by: Maurizio Sabini VOLUME 2/2017 - Issue 2 [RESILIENT EDGES], Pages: 157 - 159 published: 2018-02-08
 Open Access
EDITORIAL
Editorial

In This Issue [1/2019]

by: Maurizio Sabini VOLUME 4/2019 - Issue 1 , Pages: 5 - 6 published: 2019-09-05
 Open Access
Editorial

From Question to Right

by: Maurizio Sabini VOLUME 7/2022 - Issue 2 [The Right to Housing], Pages: 265 - 267 published: 2023-02-07
 Open Access
Position Paper

Human Time as a Resource: Twelve Strategies for Re-thinking Urban Materiality

by: Anupama Kundoo VOLUME 6/2021 - Issue 2 [The Good Material], Pages: 305 - 322 published: 2021-11-30
 Open Access
Editorial

In This Issue [1/2021]

by: Maurizio Sabini VOLUME 6/2021 - Issue 1 , Pages: 5 - 6 published: 2021-06-21
 Open Access
EDITORIAL
Editorial

Beyond What Is Right

by: Maurizio Sabini VOLUME 4/2019 - Issue 2 [GENDER MATTERS], Pages: 269 - 271 published: 2020-02-07
 Open Access
Position Paper

The Right to Housing: A Holistic Perspective. From Concept to Advocacy, Policy, and Practice

by: Ron Shiffman VOLUME 7/2022 - Issue 2 [The Right to Housing], Pages: 269 - 267 published: 2023-01-10
 Open Access
Editorial

In This Issue [1/2022]

by: Maurizio Sabini VOLUME 7/2022 - Issue 1 , Pages: 5 - 6 published: 2022-07-22
 Open Access
CROSS-DISCIPLINARY STUDIES
Opinion

Baukultur in a Cybernetic Age: A Conversation

by: Michael A. Arbib , Meredith Banasiak , Bob Condia , Colin Ellard , Jonathan Enns , Melissa Farling , Robert Lamb Hart , Richard Hassell , Eduardo Macagno , Harry Mallgrave , Fred Marks , Juhani Pallasmaa , Sarah Robinson VOLUME 6/2021 - Issue 1 , Pages: 7 - 28 published: 2021-05-14

We received and we gladly publish this conversation among distinguished theorists and scholars on an important topic, also aligned with the cross-disciplinary mission of our journal. [MS]

 

ABSTRACT - The article offers a multi-author conversation charting the future of architecture in light of the apparent tension between Baukultur, which combines the culture of building and the building of this culture, and the rapid changes brought about by digital technology, embracing cybernetics and artificial intelligence. The article builds on a discussion of Baukultur to debate in what sense buildings are “machines for living in,” then examines neuromorphic architecture wherein cybernetic mechanisms help buildings sense the needs of their occupants. It closes with an example of a building complex, Kampung Admiralty, that combines cybernetic opportunities with a pioneering approach to building “community and biophilia” into our cities. This article interleaves an abridged version of Michael Arbib’s (2019) article “Baukultur in a Cybernetic Age,” 1 with extensive comments by the co-authors.

 Open Access
Position Paper

Gender Matters. The Grand Architectural Revolution

by: Dörte Kuhlmann, Guest-Editor VOLUME 4/2019 - Issue 2 [GENDER MATTERS], Pages: 273 - 279 published: 2020-02-07
 Open Access
Position Paper

A Right to Housing: A Compelling Idea and an Elusive Reality

by: Rachel G. Bratt VOLUME 7/2022 - Issue 2 [The Right to Housing], Pages: 287 - 297 published: 2023-01-10

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