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CTA INTEGRATION
CTA INTEGRATION
CTA integration was used to compare different AI thinking approaches during architectural design exploration. The activity focused on testing how AI responds when prompts are guided by different thinking styles such as clarity, analysis, and creative experimentation.
▪ Prompt Used
▪ Prompt Used
“Design a sustainable urban library that also functions as a community hub in a dense city environment.”
▪ JAMES — CLARITY ENGINE
▪ JAMES — CLARITY ENGINE
Focus:
Focus:
Simplifying ideas, organizing information clearly, and improving communication.
Purpose:
Purpose:
This AI approach focused on creating understandable and well-structured architectural explanations. It emphasized clarity in space organization, sustainability strategies, and user experience.
Output Style:
Output Style:
Clear explanations
Structured design ideas
Easy-to-understand summaries
Organized architectural concepts
▪ LAMPARD — ANALYTICAL ENGINE
▪ LAMPARD — ANALYTICAL ENGINE
Focus:
Focus:
Evaluation, comparison, logic, and critical thinking.
Purpose:
Purpose:
This AI mode analyzed the project through functionality, environmental performance, and urban efficiency. It examined strengths, weaknesses, spatial systems, and possible technical limitations.
Output Style:
Output Style:
Analytical breakdowns
Pros and cons evaluation
Logical reasoning
Strategic architectural thinking
▪ DROGBA — CREATIVE DISRUPTION ENGINE
▪ DROGBA — CREATIVE DISRUPTION ENGINE
Focus:
Focus:
Innovation, experimentation, and challenging conventional ideas.
Purpose:
Purpose:
This approach pushed the architectural concept beyond traditional solutions by introducing unexpected spatial ideas, experimental forms, and bold design directions.
Output Style:
Output Style:
Creative concepts
“What if” scenarios
Experimental proposals
Innovative architectural thinking
▪ Reflection
▪ Reflection
This CTA activity demonstrated how AI can approach the same architectural problem using completely different thinking methods. It showed that prompt structure and AI role definition strongly influence the final outcome. The exercise also highlighted the importance of combining analytical thinking, clarity, and creativity during architectural design development.
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