A.I. Will Destroy Creativity – But Only If We Let It
CategoriesArchitecture

A.I. Will Destroy Creativity – But Only If We Let It

Judging for the 11th A+Awards is now underway! While awaiting the Winners, learn more about Architizer’s Vision Awards. The Main Entry Deadline on June 9th is fast approaching. Start your entry today >

For the 2023 Vision Awards, Architizer has divided the Best Architectural Visualization category into three sub-categories: Photorealistic, Illustrative/Artistic, and A.I. generated. This last one has predictably raised eyebrows.

On Facebook, a reader named Milena Tos asked how someone could possibly win an award for an image created by an A.I. program. “What is going to be the criteria?” Tos asked. “Who picked the best image from 50 images that Midjourney created in a few minutes?”

Their comment ended with a provocation: “An architect who writes a prompt does exactly what clients do – give ‘prompts’ to architects. Is Edgar Kaufmann an author of Fallingwater?” 

The implication was clear – and haunting. The specter of A.I. threatens to make architects irrelevant, as it does with so many other professions. Maybe not today… maybe not tomorrow… but still, the ax looms. Why make A.I.’s takeover easier by validating its visuals with awards?

Prompt: “Midjourney as it imagines itself.” Created by Midjourney v. 4. Chikorita, CC BY-SA 4.0, via Wikimedia Commons

Our Editor-in-Chief Paul Keskeys mused a thoughtful response to Tos’s questions, noting first that generating a great prompt is not as simple as it looks, and second that great A.I. images are often the result of “refinements” within the A.I. program. They’re not, in other words, just the first thing the program spits out. The winning A.I. visualization for the 2023 Vision Awards will likely be one created under the guidance of a person with a real sense for architecture. 

Still, Keskeys conceded that A.I. has lowered the barrier to entry for architectural thinking. “I don’t think everyone is going to become ‘the architect’ of their own houses overnight,” he said, “but these tools do make ideation accessible to a far greater number of people, so it will be intriguing to see where that takes us…”

I agree with Keskeys that it will be intriguing to watch how architecture and other creative disciplines evolve now that A.I. programs like Midjourney exist alongside more familiar digital tools. I applaud Architizer for including A.I. generated images in the Vision Awards, as this type of work deserves critical scrutiny and analysis. It is nothing if not relevant and should not be ignored.

Nevertheless — and I cannot stress this point strongly enough — I loathe A.I. and wish that it did not exist. I also don’t think it’s actually “intelligent” for reasons that have been discussed widely by other writers. (By “A.I” here I mean these new neural network programs with the uncanny ability to mimic human creative labor. I’m not talking about Google Search or the calculator).

I don’t think I am alone here. I suspect that many people feel an aversion to A.I. but are afraid to express it. They don’t want to be seen as a reactionary or a Luddite, like the 19th century painters who feared that their skill set would be replaced by photography

It is understandable that people want to avoid taking an old fashioned position and subsequently being swept into the dustbin of history. But this hang up is preventing us from thinking clearly right now. It must be abandoned for two reasons. 

Prompt: “White castle with a magenta roof, two gardens in the front yard and a golden statue in the middle of the front yard, 4k, Renaissance.” via Midjourney v. 4 Mhatopzz, Public domain, via Wikimedia Commons

First of all, an accurate reckoning with history must begin by acknowledging that the painters were correct. Painting today has nowhere near the commercial application that it did 150 years ago, and as a result fewer people are learning how to paint. A whole sphere of human creativity withered on the vine, just as predicted. Luckily, it was replaced by a new, equally rich creative medium. You or I might not lament the advent of photography, but it is easy to understand why people did so in the past. Technology really can transform how people live, think, and create. 

The second reason is more significant. This has to do with what these neural networks essentially are, that is, the specific processes by which they generate these uncannily humanlike texts and images. Indeed, the more one learns about how A.I. works, the more ominous it seems. If it changes us, it seems that this change could not possibly be for the good. 

A.I. is nothing like the camera. It is nothing like the printing press, the Internet or any of the other “disruptive” technologies it is often compared to. Unlike these technologies, A.I. is philosophically insidious. It does not simply change the means by which people create, but undermines the very foundations of creativity itself.

To understand why, let’s begin with the camera. What is a camera? The camera is a tool for documenting objects in the world. A photograph does not, of course, provide a clear window onto reality but, like a painting, presents a necessarily limited, curated perspective, that of the artist or artists. In this, photography is the same as every other artistic medium; it is an imperfect tool for representing reality objectively that, through its imperfections, allows the subjectivity of the artist to shine through.  

What is a Large Language Model like Chat GPT or an Image Model like Midjourney? These are machines that boil down a vast amount of data drawn from the Internet in order to perceive statistical patterns. They then use these patterns to predict likely outputs for user generated prompts. In essence, they show you what they think you want to see based on averages. As the artist Hito Steyerl writes in “Mean Images,” her brilliant essay for The New Left Review, “They represent the norm by signaling the mean. They replace likeness with likeliness.” 

Prompt Unkown. City landscape generated by Midjourney v. 4. Artist: Kent Madsen. via Wikimedia Commons

Whose subjectivity is expressed in a work generated by A.I.? In one sense all of ours — a hive mind. Like a vampire, the machine feeds on the labor of millions of faceless artists, stripping away everything that is unique about their work. Even if one tweaks the prompts to create outputs that appear novel, they are still “mean images,” or statistical representations of some kind of common denominator. At best, they are emissaries from the collective unconscious. At worst, they are stereotypes, and indeed Steyerl draws a connection between the way A.I. image generation works and the composite portraits created by eugenicist Francis Galton.

In the 1880s, Galton created images of racial “types” by superimposing hundreds of faces on top of each other, blurring out the details and leaving only the common denominators, the features that members of these racial groups had in common.  That is to say he created racist caricatures but gave them the imprimatur of science.

It is not simply Galton’s aim we should deplore, but his method as well. There is an intrinsic violence in the process of generalization, which is the process of flattening difference to conform with ideological presuppositions. And this is how these A.I. programs work — this is what they do, fundamentally and by definition. 

In a photograph or drawing, the thing itself inevitably escapes, often to the chagrin of the artist. However, in an A.I. rendering, the thing itself is not even a relevant reference point. What you are looking at is not an interpretative view of an object or an idea, but a model of patterns in the data. An A.I. visualization of a building may look like a digital rendering created by an artist, but categorically it is a very different type of object.

A.I. is not creative and it is not intelligent; it is just the newest method for packaging human labor in the mystifying form of a commodity. As I see it, the most immediate danger with A.I. is not that it will take our jobs, although for many this is a risk. It is that we will become too used to using these programs and interacting with their outputs. Little by little, we will begin to think like them. Data will replace thought as our most familiar model of reality, our window onto the world.

To loop back to our starting point, Architzer is right to include A.I. images in its Vision Awards. This is a new species of image that we, as a society, are going to have to learn how to live with whether we like it or not. But readers are also right to have their suspicions. While it might be futile to try to stop technology in its tracks, it is foolish to pretend that the outcomes of technological progress are always benign. They aren’t, and this is one of the most philosophically troubling innovations yet.


Judging for the 11th A+Awards is now underway! While awaiting the Winners, learn more about Architizer’s Vision Awards. The Main Entry Deadline on June 9th is fast approaching. Start your entry today >

Cover image: Prompt: ” a low quality disposable camera fujifilm photo of a glowing female cyborg and glowing male cyborg standing motionless together staring into the camera dramatically in a 2000s nightclub, vintage rave lighting, motion blur” via Midjourney v4. Cameron Butler, CC BY-SA 4.0 <https://creativecommons.org/licenses/by-sa/4.0>, via Wikimedia Commons

Reference

Six buildings that show reuse “isn’t a constraint on creativity”
CategoriesSustainable News

Six buildings that show reuse “isn’t a constraint on creativity”

As ditching demolition in favour of reusing existing buildings becomes crucial in the face of climate change, Building for Change author Ruth Lang selects six buildings that show that renovations don’t need to be dull.

With 80 per cent of buildings projected to exist in 2050 already built, Lang wrote the book Building for Change: The Architecture Of Creative Reuse, which is published by Gestalten, to draw attention to the need to creatively reuse our existing buildings if we hope to reach net-zero emissions by mid-century and avert the worst effects of global warming.

Reuse “a provocation to be more inventive”

“Focusing efforts on new build constructions alone can only have 20 per cent of the impact required,” said Lang, who is an architect and teacher at the Royal College of Art and the London School of Architecture.

“The exciting thing for me was how this isn’t a constraint on creativity, but actually a provocation to be more inventive in using what we already have,” she told Dezeen.

Preserving the embodied carbon of existing structures is increasingly becoming more of a focus for architects and environmental groups, with high-profile projects including the M&S Oxford Street redevelopment facing critiques over relying on demolition.

Lang believes that studios need to rethink their approaches toward reuse with greater training and willingness to challenge briefs to stop bulldozing from being the “go-to approach”.

“We now need to reconsider projects at the briefing stage, to identify how the design will respond not only to its immediate future but also the impact it will have on future generations,” she said.

“I’m hoping that the project profiles will give some more insight as to how the aims of creative reuse can be delivered in practice,” she continued.

“We rarely talk about the processes involved in delivering schemes such as these – especially regarding the complexities of creative reuse – as we tend to merely celebrate the end result.”

Renovation can have “a financial and environmental bonus”

The book explores different approaches towards reuse and contains numerous case studies from around the world that she hopes will expand architects’ and clients’ thinking on the subject.

“I’m hoping that clients and building owners can be convinced that reuse doesn’t negatively impact the overall quality and creativity of the proposed scheme, and can instead have a financial and environmental bonus,” she said.

“If we can all begin to consider the opportunities for reuse from the outset, we’ll open up new territory for creative approaches which we might not ordinarily consider.”

The buildings contained in the book all intend to show an optimistic view of reuse, which aims to create buildings that continue to function for generations.

“The projects I’ve been researching seem to unlock a whole new set of values, particularly around the character, history and emotional attachment that becomes associated with the buildings we interact with as part of our day-to-day lives,” explained Lang.

“Although it was one of the premises of modernism, very few people want a blank slate in that respect. By seeing our buildings as aggregates of these values, alongside their carbon consumption, we must place consideration for what we are passing on to the next generation at the heart of architectural design,” she continued.

“The buildings I’ve included in the book all set an optimistic territory for this experience which will stretch beyond our own – and I look forward to more following suit.”

Below Lang highlights six buildings that demonstrate these ideals:


Tai Kwun Centre by Herzog & de Meuron
Photo by Iwan Baan

Tai Kwun Arts Center, Hong Kong, by Herzog & de Meuron and Purcell

“Although the first impression of Herzog and de Meuron and Purcell’s transformation of the historic police and magistrates site is of the new build insertions, the project has put as much energy into the retention and integration of the existing structures.

“Extensive testing and forensic research into the traditional ways of the building was undertaken, as no records were available of the construction. When they discovered the reinforced concrete was unusually made of bundles of wires, lab testing checked the structure was sufficient for its new use, which saved it from having to be removed.

“These have been sensitively augmented with subtle new structures, to enable them to meet current building standards. The new aspects of the scheme adopt innovative forms of reuse, too, recycling alloy wheels to form the distinctive aluminium bricks for the new auditorium.”


Inside the Mo de Movimiento restaurant with wooden furniture and lighting fixtures made from upcycled fluorescent light casing

MO de Movimiento restaurant, Madrid, Spain, by Lucas Muñoz

“The reworking of the materials that characterise this transformation of an old recording studio into a restaurant space has given rise to a sense of social rehabilitation, too.

“The designers worked collaboratively with local craftspeople to reinterpret old techniques – such as creating adiabatic cooling systems – and helping them to identify new applications for their skills.

“They experimented with different techniques to transform strip lighting into chandeliers, construction waste into furniture and electrical offcuts into door handles. The result is an innovative interior with a tiny carbon footprint and an ongoing social legacy.”


Zietz MOCAA, by Heatherwick Studio, Cape Town, South Africa
Photo by Iwan Baan

Zeitz MOCAA, Cape Town, South Africa, by Heatherwick Studio

“Alongside the environmental value of retaining the concrete silos, Heatherwick Studio’s team recognised the social value the building made through its controversial history of trade and extraction.

“To retain and repurpose the existing structure demanded huge amounts of work to be undertaken including extensive surveying of the concrete tubes, which were found to need repair.

“A new 200-millimetre-thick concrete inner sleeve was added using 8,500 cubic meters of concrete and requiring almost 1,200 workers on site for 5.3 million man-hours over the course of 36 months. It takes a lot of work to make something appear so simple.”


Party and Public Service Center of Yuanheguan Village by LUO studio in China
Photo by Jin Weiqi

Party and Public Service Centre, Yuanheguan, China, by LUO Studio

“This project proves how an abandoned construction doesn’t have to be a dead end. To reuse the derelict concrete frame of an aborted house construction, the architects set about surveying the extent of decay to see how much additional structure would be required to turn the intended private dwelling into a community space.

“Rather than impose their design vision upon the site, this required them to look, experiment and adapt, transforming the design process. The resulting timber structure has been sized accordingly to span neatly upon the found structure, requiring little demolition and using bespoke joints to form the interface between old and new.”


Kibera Hamlets School, by SelgasCano, Nairobi, Kenya
Photo by Iwan Baan

Kibera Hamlets School, Nairobi, Kenya, by SelgasCano

“Although great projects for provoking design innovation, the pavilions of biennales and exhibitions have long been identified as being materially wasteful. SelgasCano and Helloeverything’s commission for Copenhagen’s Louisiana Museum sought to address this by designing a pavilion (above and top) with a legacy use in mind.

“The scaffolding structure used netting, chipboard and sheets of polycarbonate plastic with water containers as ballast for the structure – materials that could be found and put to use by the local community in its intended new home in the largest slum of Nairobi, where it will provide much-needed facilities for education and entrepreneurship.”


Harrow Arts Centre, by DK_CM, London, UK
Photo by Neil Perry

Harrow Arts Centre, London, UK, by DK-CM

“This was one of the initial inspirations for the book project. I was by fascinated how DK-CM had taken the brief for a new building and demonstrated how a strategic process of rehabilitation and reuse would bring greater value for the client – not least because it would save them the enormous cost of hiring portacabins.

“It takes huge bravery to provoke a client into questioning whether they need a new building, giving up the opportunity for creating one of those eye-catching new build schemes that often grab awards and headlines in the press, and instead turning your efforts to a much more labour-intensive process of surveying and rehabilitation.

“Yet the values they have brought are multiple – in the environmental benefits, the social connections forged with the community and in setting an example that reuse can be achieved to such high standards on a grand scale.”

Reference