Introduction This workshop explores new modes of architectural production through active collaboration between humans and robots, shifting away from traditional models of automation toward hybrid systems of shared decision-making. Rather than understanding the robot as a fully autonomous tool, it is framed as an agent that cooperates with the human in real time, creating a … Read more
“How can a real-time parametric system effectively optimize architectural truss geometry when constrained by a limited, randomized inventory of salvaged timber? “ Geometry vs. Inventory Standard architectural forms assume infinite material. When constrained by random, reclaimed timber offcuts, the geometry itself must adapt to survive. “Shifting the structural burden from material continuity to joint frequency.” Standard … Read more
Site and Key Viewpoint Site and Key Viewpoint Core Project Keywords References FORM FINDING Final Form – Sketch Form Logic Variations and Catalog – Side Profile Form Finding Catalog Base Variation Catalog Convex concave Variation Catalogue Final Form – Levels OPENING & PLANTERS Opening’s Logic – Diamond Shape Opening’s Logics Catalog of Opening Opening Logic … Read more
Abstract Construction is responsible for a substantial share of global material waste and carbon emissions, and one of the reasons is structural: design, fabrication, and assembly are still treated as separate phases with fragmented handoffs between them. This podcast episode explores what changes when those phases are linked into a single, feedback-driven workflow where parametric … Read more
Col Ashwin – SITA (left) and Taisuke Minagawa (right) Col Ashwin – SITA Col Ashwin is a Senior Lead Enterprise Architect for the Barcelona SITA office and is originally from Kernow (Cornwall, UK). He has worked across the industry as an expert in Robotics, Open Source development, ROS development, Cybersecurity, Systems Engineering, and company compliance. … Read more
This blog focuses on Agentic workflow created during the workshop in creating an “IFC Compliance” checking app through different tools like Claude code, Cursor, Github, Gradio, Python and Js. The objective of creating this app was simple and straight to the eye, Create an app that can read the models and replace the conventional method … Read more
Lux.Ai: a specialized toolset built for the IFCore platform. Our mission is simple: to transform static BIM models into active solar energy assets by automating compliance and yield auditing
Rethinking Robotics Through Experience Reflections on a lecture by Madeline Gannon Introduction “Somehow, someway, I have built a career out of misusing technology.” Madeline Gannon has spent over a decade working at the intersection of industrial robotics, art, and human interaction. This text presents a thematic synthesis of her lecture for the MRAC, followed by … Read more
This article presents my Workshop 1.2 individual assignment, which focuses on analyzing data and translating it into robotic movements to control an ABB IRB 6700-150/3.20 industrial robot equipped with a plastic pellet extruder for additive manufacturing. The core concept of the project involved studying the drying and shrinkage of the Aral Sea over time, extracting … Read more
– Reimagining the Northern Green Corridor of Lisbon – Location The project site in Lisbon is strategically located within a dynamic urban fabric characterized by a mix of historic layers and contemporary development. Positioned between key mobility corridors and densely populated neighborhoods, the area experiences a high level of pedestrian and vehicular activity throughout the … Read more
IAAC Workshop led by the Professorship of Digital Fabrication | Technical University of Munich Faculty: Begüm Saral, Avishek Das and Pit Siebenaler Design Goals and Process When designing with the bricks, we began looking at their imperfections. We thought about using and exposing these defects as part of the material’s architectural expression. The idea focused … Read more
Urban Quant is a data‑driven urban design tool delivering area and massing analyses for buildings and open spaces. It calculates Built‑Up Area (BUA), Gross Floor Area (GFA), service/core areas and building levels, integrating solar exposure and sun‑hour simulations. The platform converts regulatory, programmatic, contextual inputs into comparable scenarios, visualizations, and reports for architects. Area distribution … Read more
The global construction industry currently faces a significant sustainability crisis, characterized by the massive generation of material waste that often bypasses recycling streams. This challenge stems primarily from a technological gap: the lack of real-time identification, sorting, and decision-making systems on active demolition sites. Without an efficient way to distinguish between various debris types, valuable … Read more
WeaveLamp Configurator WeaveLamp Configurator is a web-based application that brings a Grasshopper workflow into an accessible browser-based experience. The project explores how a craft-inspired lamp system can be translated into a clear digital tool for customization, spatial visualization, and fabrication-oriented output. Concept Origin The project started from a manual exploration of ring proportions, textile density, … Read more
An automated pipeline that transforms raw 3D model metadata into structured cloud spreadsheets. This makes complex geometric data easily accessible and adaptable for various end-uses, from simple data reading to feeding live web platforms. Problem Statement Streamlining Complex Metadata Communication Communication across large design teams presents a significant challenge due to the massive volume of … Read more
Automated Workflow for KPI Extraction from Versioned Models in Speckle Why KPI Tracking Breaks Down During Iterative Design In the current studio workflow, KPI extraction and performance evaluation depend on repeated manual operations across design iterations. This slows down feedback, introduces version mismatch risks, and disconnects analytical outputs from the model itself. This tool was … Read more
