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# Artificial Intelligence

Bio-Receptive | Interfaces

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MAA-02 2024-2025

Bio-Receptive Interfaces is a performative multi-material clay-based system for indoor environments, integrating hydrogel vascularity to host an ecosystem of cryptogams and vascular plants. Fusing biological intelligence with embedded sensors and AI, it sustains a prolonged hydration cycle, purifies air, sequesters carbon, and reintroduces ecological presence into synthetic indoor worlds—transforming sealed spaces into living, responsive, multi-species … Read more

EcoNodes

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MAA-02 2024-2025

EcoNodes is an AI-driven urban planning platform designed to identify and prioritize the city’s most heat-stressed and impervious junctions for strategic green interventions. By combining satellite imagery, street view segmentation, and environmental datasets, EcoNodes highlights the urban nodes that lack vegetation, suffer from poor air flow, or trap excessive heat. The tool empowers planners to … Read more

Democratizing Credit

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MaCT-02 2024-2025

Using Street View and Remote Sensing to Assess Risk and Empower Small Businesses Whos got my Credit? Access to credit is a fundamental driver of economic growth, especially for Micro, Small, and Medium Enterprises (MSMEs) in the Food & Beverage (F&B) sector. Yet, traditional lending models—rooted in asset-based evaluations—often exclude countless small business owners, particularly … Read more

CONTEXEPT

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MAA-02 2024-2025

Contexept is a Context-to-Conceptualization framework integrating Generative AI and Additive Manufacturing to produce facades for specified architectural contexts in upscaled construction scenarios Architecture at the Edge of InnovationTechnological Breakthroughs that Reconfigured Design PossibilitiesTime// Architectural Style//Technology //Architecture has never been static   it continuously absorbs and reflects the technologies of its time. From Industrial Revolution, prefabrication and … Read more

Ecoform: An Acoustic Copilot for Urban Designers

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MaCAD 2024-2025

By Jose, Giorgia, Paul, Francesco, and Mohammed Rethinking Urban Design Through Acoustic Intelligence Cities today must manage noise for public health, productivity, and urban well-being. Streets, parks, towers, and public spaces all face constant noise challenges. Yet, traditional urban design often treats acoustics as an afterthought. Most teams evaluate sound issues only after making key … Read more

AIA25 Studio – HaBiCoM

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MaCAD 2024-2025

HaBiCoM is an AI-powered copilot designed to assist architects, designers, and users in shaping smarter, more responsive interior spaces. At its core, HaBiCoM redefines the way we approach furniture placement within residential environments by aligning each design decision with the user’s unique daily habits, lifestyle rhythms, and thermal comfort needs. Unlike traditional layout tools, HaBiCoM … Read more

Flow – SIGHT: De- coding urban mobility

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MAA-02 2024-2025

Introduction Urban traffic congestion is more than just an inconvenience—it’s a global challenge tied to pollution, stress, and wasted time. While cities are turning to AI-driven systems to ease the gridlock, the question remains: Do these technologies actually perform better than traditional methods?Flow – SIGHT is a comparative research project that investigates traffic systems across … Read more

gAIa*

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MaCAD 2024-2025

A sustainability CoPilot Gaia is an intelligent design assistant, a copilot that supports architects in navigating the early stages of design with real-time environmental feedback. Named after the ancient Greek personification of the Earth, Gaia reflects both the ecological focus of the tool and its role as a guiding presence in the creative process. The … Read more

BARA

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MAA-01 2024-2025

Carbon Envelopes Toward Carbon-Sequestering Architectural Systems through Biochar-Concrete and Hybrid Fabrication The construction industry is one of the biggest contributors to climate change.We’re facing a paradox: The materials we use and how the construction industry works today are destroying our chance of having a future. Besides the emissions, there are other problems that we need to … Read more

ClimaSkin Copilot

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MaCAD 2024-2025

A copilot for intelligent facade design DEMO A SNAPSHOT OF THE PROJECT: INTRODUCTION: FUNDAMENTAL Meet John, an experienced architect working late in his studio, surrounded by sketches, coffee cups, and the familiar glow of his computer screen. He’s facing a challenge that keeps countless architects awake at night – designing a facade that’s both beautiful … Read more

Captain CAT – Courtyard advisory tool

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MaCAD 2024-2025

Consider yourself a local architect or urban planner dealing with the all-too-common Barcelona problem: Its too hot here! and the courtyard outside feels like a desolate oven. Imagine now that your co-pilot is a pixel-art cat that is friendly, understands the climatic conditions and works with you to create a courtyard that is actually comfortable, … Read more

Quito | in Transition

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MaCT-01 2024-2025

Quito is located in the north-central part of the Andean region of Ecuador, in south america. Given its high elevation, it is one of the highest capitals in the world. With a population of 1.9M people, it is the second-largest city of Ecuador. It is located in the province of Pichincha in the canton of … Read more

Reflecting on AI Risks in Urban Projects

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MaCT-01 2024-2025

As part of the Responsible AI Hackathon, we explored how to critically assess the ethical and societal implications of artificial intelligence (AI) in urban projects. The workshop introduced tools and frameworks to help participants map, evaluate, and reflect on the risks associated with deploying AI systems in urban environments, emphasizing the importance of responsible and … Read more

Portfolio Enhancer

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MAA 2024-2025

Our portfolios are dynamic records that show not only our completed projects but also the changing methods styles and visual languages we use as designers and architects. However as visualization trends change—from stylized schematics to photorealistic renderings—our older images may begin to seem out of place. With the Portfolio Enhancer a proof-of-concept interface that uses … Read more