Reclaiming the Hand: Hybrid Intelligence in Digital Craftsmanship
31st International Conference on Computer-Aided Architectural Design Research in Asia, CAADRIA 2026, Hsin-chu, Taiwan, 26 April - 02 May 2026, vol.1, pp.71-80, (Full Text)
- Publication Type: Conference Paper / Full Text
- Volume: 1
- City: Hsin-chu
- Country: Taiwan
- Page Numbers: pp.71-80
- Keywords: Artificial Intelligence, Digital Craftsmanship, Hybrid Intelligence, Machine Learning, Pavilion Architecture
- Middle East Technical University Affiliated: Yes
Abstract
This study examines hybrid intelligence in architectural design through the lens of digital craftsmanship, where manual dexterity and artificial intelligence intersect. While automation delivers speed and precision, it can diminish human roles tied to creativity, cultural meaning, and ethical responsibility. To investigate this dynamic, the research draws on the DeepSmart Corpus of 158 pavilion projects and compares manual, robotic, and hybrid fabrication workflows. The methodology combines manual classification with AIassisted pattern analysis, using only verifiable project data; missing information was left as N/A to maintain transparency. Findings indicate that the most adaptive and materially diverse results appear in hybrid workflows, where parametric tools support but do not replace manual construction. The proposed three-phase model (Input, Negotiation, Execution) illustrates how designers can engage computational tools while preserving cultural agency and tactile judgment. Although only 12 pavilions in the dataset explicitly document hybrid methods, their disproportionate geometric and material richness highlights their emerging importance. The study ultimately frames hybrid intelligence not merely as a technological approach but as an ethical, cultural, and pedagogical strategy, arguing that future architectural practice will depend on the productive intersection of hand and code, craft and computation.