Xiaofei Zhou, Soohong Kim, Yan Chen, Kailin Zhang, Vol. 20, No. 3, March 31, 2026
10.3837/tiis.2026.03.007

• Design Criticism
• Multimodal AI
• Dual-Path Framework
• Progressive Fine-Tuning
• Semiotic Alignment