Architectural ornamentation has been a recurrent subject of debate across the industry for decades. A practice that was largely abandoned during the Modernist movement could now be standing on a platform that might, again, allow its resurgence, due to the current convergence of robotics, artificial intelligence (AI), and digital fabrication. Technology has seemingly removed the primary obstacle to decorative detail: the high cost of skilled manual labor. However, this new technical capacity demands a critical examination: What does ornamentation truly represent, and what do we gain or lose by resurrecting it through algorithmic design?
Architecture has entered a pivotal moment. As cities continue to grow under the weight of climatic and social pressures, the materials and systems that shape them are being redefined. Artificial intelligence and robotics, once used to accelerate construction processes, are now being rethought as tools for cultivation. Printed structures that grow, breathe, and decay. Cultivation, in this context, refers to designing with biological materials, where growth and decay are active parameters, merging digital precision with ecological intelligence. This evolution shows the shift from efficiency to empathy, where architecture becomes an agent of active repair. The introduction of mycelium and other natural materials into 3D printing presents a new paradigm in architecture: the logic of the living. A place where computation and fabrication meet biological adaptability.
AI and robotics, once associated with industrial efficiency, are now opening new ways of designing. Early examples, such as ICON's 3D-printed housing prototypes, focused on speed and automation but offered little response to their surroundings. Newer projects, such as the MycoMuseum at the 2025 Venice Architecture Biennale, reinterpret these tools through a biological lens. Instead of shaping concrete, they cultivate living materials, marking a shift from pure optimization toward regeneration.
As artificial intelligence (AI) becomes increasingly embedded in society, it's essential to pause and reflect on the foundations that sustain it—and the dimensions to which it extends. At the heart of AI's learning are datasets, whose structure and content shape how these systems interpret and respond to the world. This reliance creates a deep interdependence—one that not only informs AI's capabilities but also defines its potential blind spots. In light of this, we must ask: What forms of understanding might this process exclude, especially those not easily captured in digital form?
The Slovenian Pavilion at the 19th International Architecture Exhibition – La Biennale di Venezia presents Master Builders, a project curated by Ana Kosi and Ognen Arsov and organized by the Museum of Architecture and Design (MAO). The project addresses the evolution of construction technology, encompassing robotics, prefabrication, artificial intelligence, 3D printing, and other emerging tools, while drawing attention to a notable paradox within this technological shift, and also emphasizing that the quality of the built environment continues to rely heavily on the tacit knowledge of skilled craftsmen. By constructing a series of totems, the project examines the collaborative dynamics between architect and craftsman, revealing how this relationship shapes the material realization of architecture.
Heritage restoration has always been an intricate process that requires delicate balancing between preserving the integrity of historic materials while integrating contemporary techniques that can enhance accuracy, efficiency, and resilience. With the restoration process of Parliament Hill in Ottawa, Canada's capital city, this intersection of tradition and technology is now on full display. The East Block, built in 1865, offers a compelling example of how digital tools can support the efforts of heritage restoration and contribute to a centuries-old craft such as stone carving.
In the world of urbanization, space is becoming a scarce commodity. Cities are bursting at the seams, with limited space for both private and public development. This creates a need for a shift towards more efficient urban planning that would combine aesthetic design with high functionality. MPSystem robotic parking offers the perfect solution by combining function and architectural design freedom.
The relationship between man and machine has long been a complex and nuanced one, especially for modern artisans. While machines are often seen as tools that can enhance productivity, the comparison between human hands and mechanical efficiency can be misleading. Machines, with their ability to perform tasks with precision and without fatigue, can overshadow the unique qualities that define human craftsmanship.
Unlike machines, humans are inherently imperfect, and it is this very imperfection that fosters creativity and self-expression. When a person repeats a task with their hands, they do so with a rhythm, guided by an awareness and an understanding that transcends mere mechanical repetition. This rhythm is not just a physical pattern, but a reflection of the unity between the mind, hand, and eye—a connection that machines cannot replicate. The act of making, with all its subtle variations and imperfections, is what imbues human work with meaning and value.
https://www.archdaily.com/1022074/roboceramic-humans-vs-machines-or-humans-with-machinesDinorah M. Schulte
The Kingdom of Saudi Arabia is now home to the world’s first 3D-printedmosque, spanning an area of 5,600 sqm. Located within the Al-Jawhara suburb of Jeddah, the mosque stands as a tribute to the late equestrian Abdulaziz Abdullah Sharbatly. The project by Forsan Real Estate utilizes cutting-edge 3D printing technology from Guanli.
For many years, often spoken in tones of anticipation and excitement, we have heard that 3D printing will revolutionize the architecture industry as we know it. But if we stop for a moment, reflect on the present and look back at the past, it becomes evident that the technology has long been reshaping the field, continuously undergoing profound transformations and ushering in new eras of design, construction and spatial creativity. Operating as a layer-by-layer additive manufacturing process, 3D printing uses digital models to create customized three-dimensional objects with a remarkable level of precision and efficiency, saving time, generating zero waste, reducing labor costs and opening avenues for rapid prototyping and iterative design. It enables architects to explore creative opportunities and regain autonomy by designing complex, non-standardized elements within an industrial and mass-customized process.
Professionals in the AEC industry are well aware of the issues that grapple the built environment. That the construction industry is the largest consumer of materials and is responsible for 40% of all carbon emissions is a commonplace fact. Construction work is also a large waste generator and could greatly benefit from circular design principles. Almost three-quarters of all construction projects tend to be over budget, and nearly half of the spending on buildings goes into the overheads. In a fast-paced world with multi-faceted challenges, technology, and digitization seek to deliver significant solutions.
In our current context of ecological crisis, global warming, biodiversity loss, human population growth, and urban sprawl, we need to rethink the way we build and live in our city. We have observed the consequence of uncontrolled urban planning and construction driven only by a capitalist and productivist vision of the city, packing as many humans as possible in the cheapest constructions available, without consideration for the impact on our planet, our fellow animals & plants inhabitants, and our own wellbeing. The concrete jungles we have been building for the past century have proven to be disrupting our climate (Global Warming, Local heat island effect), our ecosystems (loss of biodiversity, and recess of animals & plants population), and our economy (the food and product industry have been displaced far away, replaced by the only service industry, and the generation of the huge amount of waste in the city).
Founded in late 2017, named one of the "Most Innovative Companies in the World" in 2020, and selected as ArchDaily's Best New Practices of 2021, ICON is a construction company that pushed the boundaries of technology, developing tools to advance humanity including robotics, software, and building materials. Relatively young, the Texas-based start-up has been delivering 3D-printed homes across the US and Mexico, trying to address global housing challenges while also developing construction systems to support future exploration of the Moon, with partners BIG and NASA.
Featured on Times' Next 100, as one of the 100 emerging leaders who are shaping the future, Jason Ballard, CEO and Co-Founder of ICON spoke to ArchDaily about the inception of the company, worldwide housing challenges, his ever-evolving 3D printing technology, and process, his partnership with BIG, and the future of the construction field on earth and in space.
The SingaporePavilion for Expo 2020 Dubai illustrates the city's aspiration towards a sustainable future that merges architecture, nature, technology and culture. Under the title "Nature.Nurture.Future", the pavilion designed by WOHA Architects and landscape design practice Salad Dressing showcases a sample of Singapore's urban environment that epitomizes its City in Nature vision. The multi-layered green space creates a self-sufficient ecosystem highlighting ideas of sustainability and resilience through the marriage of technology and nature.
Spot on a Foster+Partners construction site. Image Courtesy of Foster+Partners
For several years, the construction sector has been facing a labour shortage, generating a growing interest in automation. The health crisis has only exacerbated the trend, prompting automation companies to turn their focus from car manufacturing to the construction industry, for which automation is expected to grow up to 30% within the next few years. The following explores present capabilities and future possibilities of automation within the construction process, its integration within the mainstream practice and the impact on design.
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TECLA, 3D Printed Habitat by WASP and Mario Cucinella Architects. Image Cortesía de WASP
A recent collaboration between the team of Mario Cucinella Architects (MC A) and WASP, specialists in 3D Printing in Italy, has resulted in the first 3D-printed construction of a fully natural, recyclable, and carbon-neutral material: raw earth. The circular housing prototype is called TECLA and it was built in Massa Lombarda (Ravenna, Italy) using multiple 3D printers synchronized to work at the same time.
Paul Carneau, Design by Data alumni working with the 3d printing facilities at Ecole des Ponts ParisTech - Photo by Stefano Borghi
The Advanced Master[1] “Design by Data” in Computation Design & Robotics for Architecture and Construction was launched in 2016 and is one of the latest programs in innovative professional education at l'École des Ponts ParisTech. The program was designed to meet the increasing need of the professional sectors of architecture and engineering for combining architectural awareness and skills in creative engineering. Design by Data trains professionals to master advanced design tools (coding, generative design, machine learning) as well as digital manufacturing and design processes (robotics, 3D printing, and mechatronics) applied to architectural and construction projects.
