Research Position

The integration of AI into architectural education is not a question of adoption or resistance—it is a question of pedagogical design. This research argues that AI tools must be introduced through structured frameworks that make their epistemological assumptions visible to students.

Framework Development

The project is developing a three-layer pedagogical model:

• Layer 1: Awareness — Understanding what AI systems can and cannot do in spatial design contexts
• Layer 2: Critical Use — Applying AI tools as research instruments with documented limitations
• Layer 3: Co-creation — Designing hybrid workflows where human spatial intelligence and machine pattern recognition complement each other

Studio Experiments

Initial experiments in graduate design studios have tested AI-assisted site analysis, generative spatial scenario modeling, and automated design critique protocols. Results indicate that structured AI integration increases research depth when paired with reflective documentation requirements.

Ethical Considerations

The research maintains a critical stance toward AI hype in education, emphasizing transparency, authorship, and the irreplaceable role of embodied spatial experience in architectural learning.

Research Context

Urban interfaces are not merely physical thresholds—they are perceptual, social, and temporal conditions that mediate between public and private, movement and pause, visibility and concealment. Cinema has long operated as an apparatus for staging these conditions.

Methodological Approach

The research employs a tripartite methodology:

1. Film sequence analysis — Frame-by-frame examination of spatial transitions, camera movement, and compositional framing
2. Site documentation — Parallel photographic and diagrammatic recording of identified urban interfaces
3. Studio integration — Translation of findings into design studio briefs and student research outputs

Preliminary Findings

Early analysis suggests that cinematic montage techniques—particularly cross-cutting between interior and exterior spaces—offer a productive lens for understanding how urban interfaces are experienced sequentially rather than as static architectural elements.

Future Directions

The next phase will expand the corpus to include Turkish cinema's treatment of Istanbul's transitional spaces, connecting local spatial narratives to broader theories of urban interface.

Vision

CD HUB emerged from a conviction that architectural research must extend beyond institutional boundaries. The ecosystem creates difference—not as novelty for its own sake, but as a deliberate practice of questioning established pedagogical and research paradigms.

Core Activities

The ecosystem operates through interconnected channels:

• Research studios — Design studio as laboratory for spatial inquiry
• Public knowledge — Books, essays, and podcast series making research accessible
• Collaborative networks — Partnerships with institutions, practitioners, and cultural organizations
• Digital platforms — Online dissemination of research outputs and pedagogical resources

Ecosystem Architecture

Education ←→ Research ←→ Public Knowledge
     ↓           ↓              ↓
  Studio    Methodology    Books / Podcast

Each node in the ecosystem feeds the others: studio projects generate research questions, research findings inform publications, and public engagement surfaces new collaborative opportunities.

Impact

Since its founding, CD HUB has supported multiple research studios, published interdisciplinary essays, and produced a podcast series exploring architecture's relationship to cinema, urban life, and pedagogical innovation.