Human vs. Machine: Striking the Balance With AI in Architectural Design
CategoriesArchitecture

Human vs. Machine: Striking the Balance With AI in Architectural Design

Architizer’s Tech Directory is a database of tech tools for architects — from the latest generative design and AI to rendering and visualization, 3D modeling, project management and many more. Explore the complete library of categories here.

‘Will artificial intelligence (AI) replace architects?’

This question has been at the forefront of several discussions that have been vibrantly presenting many dystopic scenarios where big data, algorithms and machine learning will eventually replace human creativity and intuition. However, AI technology existed long before the AI bloom, rarely causing excessive panic within creative fields. So why is AI technology suddenly so threatening to the architectural profession?

Looking back at science fiction movies, AI was oftentimes presented as a human avatar that could accomplish assignments, make calculations and provide insightful information in unprecedented speeds. Nevertheless, it never performed extremely creative tasks. It was always depicted as a trusted artificial “advisor” capable of processing large amounts of data and automate complex procedures.

When platforms such as Midjourney, DALL-E and Stable Diffusion were introduced to the world, the creative skills and intuition necessary to visualize spaces and settings were abruptly redefined. Consequently, AI technology became a tool for generating impressive compositions and rapid design prototyping through the use of simple text prompts, eliminating the need for manual drawings or an overall architectural knowledge.

At the same time, a different set of tools was developed. AI apps such as qbiq and Laiout have the ability to process data, thus optimizing building sustainability and offer design solutions that are in accordance with local building codes. This type of AI software follows the more familiar pattern of speedy data processing, resulting in designs based purely on logical thinking. For the architectural profession, making this distinction between “creative” and “logical” AI algorithms is crucial.

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On the one hand, even though “logical” AI tools are able to generate countless design iterations based on predetermined parameters, they lack the nuanced understanding of cultural context, emotional resonance, and human experience. There’s also a risk of homogenization, where buildings designed by AI algorithms may lack the diversity and richness that stem from individual human perspectives and cultural influences. Another challenge lies in the inherent biases embedded within AI algorithms.

Machine learning models are trained on historical data, which may reflect societal biases and perpetuate inequalities in architectural design. Without careful oversight and intervention, AI algorithms could inadvertently reinforce existing biases related to race, gender, socio-economic status, and accessibility, leading to inequitable outcomes in the built environment. Admittedly, the risks associated with data-driven AI technology and architectural design are well-known and somewhat obvious. In such a subjective discipline, logic alone is not enough to create spaces that are truly regarded as pieces of architecture. Design is partially an instinctive process that is unique for each individual architect and cannot be replicated by any intelligent machine.

“Creative” AI algorithms, however, pose a different type of challenge since they bring an ‘unpredictability factor’ to the table. Instead of relying purely on data, text-to-image generators produce designs based on subjective (human generated) prompts. Instead of spending numerous hours sketching, drawing and model making, “creative” AI apps can generate countless concepts in a matter of seconds by simply feeding them client briefs. Nevertheless, while they seem ideal for producing impressive concepts for early stage design, the images they create are fairly fictional. Ironically, they lack data.

Even during the initial brainstorming phase, architects do consider an array of objective as well as subjective information regarding their project. From climatological site conditions to potential present or future occupants and even immaterial data such as past histories, myths or cultural norms. This framework of complex interrelationships becomes the blueprint for designing for specific sites, people and cultures, adopting a holistic approach towards proposing creative and innovative solutions.

There is no doubt that both “logical” and “creative” AI algorithms have become ‘trusted advisors’ for many architects. “Creative” AI tools are ideal for showing design intention, representation and visualization. In other words, they bridge the communication gap between architects and clients. In parallel, “logical” AI tools can rapidly access and process information such as planning codes or material specifications and energy reports. During the technical and construction stages, many AI apps can automate processes and produce standardized drawings seamlessly and with minimal effort.

In short, both types of AI tools are two sides of the same coin, showing both promise and peril. Still, as long as architects are aware of AI limitations, integrating the technology into their workflow can provide valuable insights and inspiration, inform decision-making and ultimately enhance the practice of architecture. Architects have always been the mediators between logic and creativity, with AI being no exception. This paradigm shift presents an opportunity as well as a challenge, which — if navigated correctly — will enable architects to focus on what they do best: creating innovative, human-centered and culturally significant spaces.

Architizer’s Tech Directory is a database of tech tools for architects — from the latest generative design and AI to rendering and visualization, 3D modeling, project management and many more. Explore the complete library of categories here.

Reference

Eight living rooms enhanced by decorative and striking art pieces
CategoriesInterior Design

Eight living rooms enhanced by decorative and striking art pieces

For our latest lookbook, we have gathered eight examples of serene living rooms where well-curated artworks add a touch of creativity.

Paintings, sculptures and other art pieces can add a more personal feel to interiors, as seen in these eight art-filled living rooms.

While some have gone all in on the art, others chose just one or two signature pieces to create a creative atmosphere.

Either way, smartly placed artworks can enhance an interior and give homes a more personal feel.

This is the latest in our lookbooks series, which provides visual inspiration from Dezeen’s archive. For more inspiration see previous lookbooks featuring living rooms with cowhide rugs, monochrome interiors and basement apartments.


Amagansett house by Athena Calderone
Photo by Nicole Franzen

Amagansett house, US, by Athena Calderone

Plaster walls, marble details and linen fabric were used to decorate this renovated mid-century home in Long Island, New York.

Owner and designer Athena Calderone also added plenty of sculptures and paintings to the interior, including in the living room where white artworks with playful textures and shapes add interest to the pale walls.

Find out more about the Amangansett house ›


Living room with mosaic and gallery walls
Photo by Fran Parente

Gale Apartment, Brazil, by Memola Estudio

Brazilian studio Memola Estudio aimed to balance natural and industrial materials in this apartment in São Paulo, which has a double-height living room.

The owners took advantage of the height to create a gallery wall on one side of the living room. Artworks also decorate an adjacent mosaic wall, giving the whole room a gallery-like feel.

Find out more about Gale Apartment ›


Vasto gallery by Mesura apartment interior
Photo by Salva López

Casa Vasto, Spain, by Mesura

Designed to be both an apartment and an art gallery, this home in a former factory in Barcelona features an exquisitely curated living and exhibition space.

A large abstract blue-and-beige painting sits on top of a low bookshelf, which also displays a sculpture and multiple smaller paintings.

Find out more about Casa Vasto ›


Living room in Kew Residence by John Wardle Architects in Melbourne, Australia
Photo by Trevor Mein and Sharyn Cairns

Kew Residence, Australia, by John Wardle Architects

A large contemporary painting in a bright green hue decorates the living room of this house in Melbourne, the home of architect John Wardle.

Other artful details include playful side tables held up by mannequins, a sculptural wooden coffee table and numerous small vases and sculptures.

Find out more about Kew Residence ›


Living room in Riverside Tower flat
Photo by Olmo Peeters

Riverside Tower, Belgium, by Studio Okami Architecten

Located inside the brutalist Riverside Tower in Antwerp, this pared-back apartment has made a feature out of its original concrete structure.

In the living room, the material is juxtaposed with a dark blue wall and a large painting in green and blue hues. Cosy leather sofas and green plants add a homely feel.

Find out more about Riverside Tower ›


Photograph showing large sofa in living area looking into dining area
Photo by Andrey Bezuglov and Maryan Beresh

Log cabin, Ukraine, by Balbek Bureau

This house in Ukraine, a modern interpretation of a log cabin, features a number of striking and strategically placed artworks in the open-plan living room and dining room.

Above the dining table hangs a large painting in a neo-expressionist style, integrating turquoise, white and pink to create an eye-catching focal point among the room’s more neutral colours.

Find out more about the log cabin ›


Malibu Surf Shack by Kelly Wearstler
Photo by by Ingalls Photography and Mark Durling Photography

Malibu Surf Shack, USA, by Kelly Wearstler 

Designer Kelly Wearstler created Malibu Surf Shack, a renovated 1950s beachfront cottage, as a bohemian retreat for herself and her family.

Its wood-clad living room has been enhanced by artworks in tonal colours that match the warm panelling, as well as tactile timber sculptures and geometric stone tables.

Find out more about Malibu Surf Shack ›


Canal Saint-Martin apartment by Rodolphe Parente
Photo by Giulio Ghirardi

Paris apartment, France, by Rodolphe Parente

This apartment in a Haussmann-era building in Paris was given a makeover by interior designer Rodolphe Parente.

Parente played with contrasting materials and colour palettes in the apartment, which was designed around the owner’s “radical” art collection. In the living room, a framed photo print hangs on an otherwise empty wall overlooking two sculptural coffee tables.

Find out more about the Paris apartment ›

This is the latest in our lookbooks series, which provides visual inspiration from Dezeen’s archive. For more inspiration see previous lookbooks featuring living rooms with cowhide rugs, monochrome interiors and basement apartments.

Reference

Eight serene bedrooms with striking natural views
CategoriesInterior Design

Eight serene bedrooms with striking natural views

Far-flung homes from New Zealand to Patagonia feature in this lookbook that showcases bedrooms with calm interiors where glazing has been maximised and clutter minimised to keep the focus on the views.

Installing huge floor-to-ceiling windows is a no-brainer when a house is set in a prime location, whether overlooking Lake Tahoe or Chile’s craggy coastline.

But the real key is to create pared-back interiors that don’t detract from the natural vistas, using minimal furnishings and a natural material palette that brings the outside in.

Read on for eight minimalist bedroom interiors that make the view their protagonist.

This is the latest in our lookbooks series, which provides visual inspiration from Dezeen’s archive. For more inspiration see previous lookbooks featuring bedrooms with bathtubs, statement headboards and wood-panelled dining rooms.


Kawakawa House by Herbst Architects
Photo by Patrick Reynolds

Kawakawa House, New Zealand, by Herbst Architects

A clerestory window wraps all the way around this home in the surf town of Piha, New Zealand, allowing light to filter through a canopy of pōhutukawa trees and into the bedroom.

This dappled effect is mirrored in the interior through the use of dark birch on the walls and light plywood on the ceilings, which help to draw sun into the living spaces.

Find out more about Kawakawa House ›


Estancia Morro Chico, Argentinia, by RDR Architectes
Photo by Javier Agustin Rojas

Estancia Morro Chico, Argentinia, by RDR Architectes

Wood, leather and wool help to add warmth to this otherwise spartan bedroom, which belongs to a family of sheep farmers in remote Patagonia.

A floor-to-ceiling window makes the most of the region’s vacillating sunlight while providing views across the surrounding 27,000-hectare ranch and the wild steppe beyond.

“The general aesthetics of the project were inspired by the traditional architecture of the region, which demonstrated extreme austerity and an almost primitive simplicity,” said RDR Architectes.

Find out more about Estancia Morro Chico ›


Wooden bedroom in Finnish cabin
Photo by Marc Goodwin, Archmospheres

Niliaitta, Finland, by Studio Puisto

In the absence of bedside tables, most of the space inside this cabin near Finland’s Salamajärvi National Park is occupied by a custom-made bed, placed directly in front of a glazed wall.

Local practice Studio Puisto kept furnishings to a minimum and covered nearly all of the surfaces in the same pale wood, so as not to compete with the natural spectacle.

“The interior is done purposefully so that it would only serve as a neutral blank canvas, second to the nature outside,” Studio Puisto said.

Find out more about Niliaitta ›


Atelier Andy Carson finishes coastal home in Sydney with stone and bronze
Photo by Felix Forest

Matopos, Australia, by Atelier Andy Carson

When Atelier Andy Carson renovated the home of gallerist Judith Neilson, the Sydney studio set out to provide a minimalist backdrop for her personal collection of art and furniture.

Meanwhile, finishes and window placements throughout the house were chosen to honour nearby Freshwater Beach, with the best views provided by the window seat in the primary bedroom.

“Thoughtfully placed windows frame vistas of the sea, while polished plaster interior walls reflect views of the blue and yellow hues of ocean and sand back into the home,” the studio said.

Find out more about Matopos ›


Casa Ochoalcubo by Ryue Nishizawa
Photo by Cristobal Palma

House in Los Vilos, Chile, by Ryue Nishizawa

This bedroom was carved out of a cliffside on Chile’s Pacific coast, with a glass front and private terrace opening it up to views of crashing waves and craggy rocks.

The building’s board-marked concrete slab roof is left exposed throughout the interior, paired with pared-back wooden furnishings and floors.

Find out more about House in Los Vilos ›


Shelter by Vipp

Shelter, Sweden, by Vipp

A huge skylight stretches across the ceiling of this compact loft bedroom, set in a prefabricated cabin on the banks of Lake Immeln in Sweden, to create the impression of sleeping under the open sky.

To keep attention on the stars, the monochrome interior features moody lighting and slate grey felt panels that cover both the walls and the floors.

Find out more about Shelter ›


Lookout House by Faulkner Architects
Photo by Joe Fletcher

Lookout House, USA, by Faulkner Architects

A huge bed is placed diagonally at the centre of this room, effectively displacing all other furniture but taking full advantage of the home’s sweeping Lake Tahoe panorama.

For the interior, Californian studio Faulkner Architects brought together local materials including volcanic basalt, concrete made using local sand and walnut wood sourced from orchards in the nearby Sierra foothills.

“Consistent through the house, the quiet built environment is muted in colour and tonality, which allows the landscape outside to be the focus,” said the studio.

Find out more about Lookout House ›


Casa X by Branch Studio Architects
Photo by Peter Clarke

Casa X, Australia, by Branch Studio Architects

Dramatic sloped ceilings finished in pale wood panelling envelop the bedrooms of this house on Phillip Island near Melbourne, with bedside pendant lights suspended from their highest point.

Glazing covers the better part of one wall, looking out over the trees that encircle the property to provide privacy despite the home’s beachfront location.

Find out more about Casa X ›

This is the latest in our lookbooks series, which provides visual inspiration from Dezeen’s archive. For more inspiration see previous lookbooks featuring bedrooms with bathtubs, statement headboards and wood-panelled dining rooms.

Reference

Eight eclectic interiors enhanced by striking accent walls
CategoriesInterior Design

Eight eclectic interiors enhanced by striking accent walls

Blotchy slate tiles, playfully patterned murals and a single oversized circle form these eye-catching interior accent walls that we have collected for our latest lookbook.

An accent or feature wall is one that differs in colour, material or texture from the other walls that surround it. Accent walls can feature in both interior and exterior locations.

Architects and designers often use these statement walls to delineate different spaces in a room, or simply to create striking and joyful interior details.

From a New York apartment to a Helsinki teahouse, here are eight eclectic interiors defined by eye-catching accent walls.

This is the latest in our lookbooks series, which provides visual inspiration from Dezeen’s archive. For more inspiration see previous lookbooks featuring offbeat bakeries, inviting entrance halls and homes with split-level living areas.


Heat 360 House in Ukraine
Photo is by A Avdeenko

Heat 360, Ukraine, by Azovskiy & Pahomova Architects

This house in the Dnepropetrovsk region of Ukraine features a bedroom with a dark slate-tile wall defined by dramatic rust blotches.

Azovskiy & Pahomova Architects made the adjacent wall from floor-to-ceiling glazing that illuminates the room’s earthy-hued interiors.

Find out more about Heat 360 ›


Interiors of Polychrome House, designed by Amber Road
Photo is by Prue Ruscoe

Polychrome House, Australia, by Amber Road and Lymesmith

An abstract mural packed with colourful geometric shapes covers one of the walls in the living space at Polychrome House in Sydney.

The bold interiors are enhanced by graphic paved floors and a mismatch of bright furniture in hues ranging from burnt orange to sea green.

Find out more about Polychrome House ›


Harry Nuriev and Tyler Billinger Residence
Photo is by Dylan Chandler

New York apartment, USA, by Harry Nuriev and Tyler Billinger

Designer Harry Nuriev and partner Tyler Billinger – both of Crosby Studios – renovated their New York home with Nuriev’s “signature boldness”.

A white-tiled accent wall features in the otherwise colourful bedroom, which features a plush gold-lame headboard and ultraviolet elements including a hand-shaped bedside lamp.

Find out more about this New York apartment ›


Minimal interiors of Teemaa teahouse in Helsinki, designed by Yatofu
Photo is by Aleksi Tikkala

Teemaa, Finland, by Yatofu

A combination of traditional flat bricks and grooved bricks comes together in the tasting room of Helsinki’s Teemaa teahouse to create an eclectic accent wall.

Design studio Yatofu aimed to reference the raw tactility of tea leaves when creating the interiors, which are also characterised by elements of oak and oxidised steel.

Find out more about Teemaa ›


Bedroom of Casa A12 in Madrid
Photo is by José Hevia

Casa A12, Spain, by Lucas y Hernández-Gil

The white floors and sheets in the bedroom suite at Casa A12 form a neutral backdrop for a large cobalt blue dot circle that creates a playful feature wall.

Local studio Lucas y Hernández-Gil added various other space-delineating accents to the Madrid apartment, including swathes of silvery curtains and corrugated metal partitions.

Find out more about Casa A12 ›


Shkrub by Sergey Makhno Architects
Photo is by Serhii Kadulin

Shkrub, Ukraine, by Sergey Makhno

Built by architect Sergey Makhno for him and his family, the Shkrub house includes a feature wall made up of rows of rounded ceramic tiles that resemble jumbo fish scales.

These were made from several types of clay finish that were usually mixed with flax seeds, rye and wheat in accordance with Ukrainian traditions.

Find out more about Shkrub ›


Chelsea Pied-à-Terre by STADT Architecture
Photo is by David Mitchell

Chelsea Pied-à-Terre, USA, by Stadt Architecture

Decadence takes centre stage at this renovated New York apartment in the form of a green bedroom mural that is “dripping” with globules of gold paint.

Covering an entire wall and moving up into the ceiling, the design was created by Brooklyn-based Calico Wallpaper and references the lush nature of Vancouver’s Stanley Park – a location that is meaningful to the dwelling’s Canadian occupants.

Find out more about Chelsea Pied-à-Terre ›


Leaf-patterned wall in white bedroom
Photo is by Alexandria Hall

582 Rydon Street, London, by Moxon Architects

British studio Moxon Architects renovated a Victorian townhouse in north London’s Islington area by adding a sunken garden and minimalist interiors.

Throughout the home, subtle reminders of its early 19th-century history were inserted into the design. These include a floral gridded feature wall in the primary bedroom.

Find out more about 582 Rydon Street ›

This is the latest in our lookbooks series, which provides visual inspiration from Dezeen’s archive. For more inspiration see previous lookbooks featuring offbeat bakeries, inviting entrance halls and homes with split-level living areas.

Reference