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摩擦から生まれる創造性:構造設計における人間とAIのインタラクティブな協調
※ 日本語タイトル・ポイントはAIによる自動生成です。正確な内容は原論文をご確認ください。
ポイント
- 構造設計の創造的プロセスを支援するため、AIが最終回答を出すのではなく、対話を通じて設計案を探索するシステムを提案した。
- 設計上の制約をあえて残すことで、AIが単に作業を効率化するだけでなく、設計者の創造的な思考を刺激する仕組みを構築した。
- 専門家による評価の結果、本システムは反復的なモデリング負荷を軽減しつつ、設計者の内省的なプロセスを維持できることが示された。
Abstract
AI agents that generate final answers based on user input often do not meet the needs of creative fields. Fields such as structural design and architecture need interactive systems that help users externalise and develop ideas, explore alternatives, and refine partial solutions. The final product of such designs needs to comply with many constraints concerning, e.g., spatial configuration, mechanical behaviour, material quantities, and costs. These constraints create friction in the design process, which can stimulate novel and creative solutions. In this paper, we discuss the misalignment between current generative AI goals to remove friction and provide final solutions and the needs of creators, such as structural designers, who develop ideas through iterative work. We present the design dimensions of systems allowing for constrained human-AI co-creation that rely on vision-language models making structural exploration conversational, multimodal, and responsive to evolving human intent in ways that follow and augment the discipline's creative process. Through a pilot design interface based on these principles and a study with experts in the field, this paper shows how structural designers perceive interactive AI systems and how such systems can support design space exploration by reducing repetitive modelling friction while preserving reflective design friction.
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