Leveraging AI for Resilient Design
AIAU26-RADR01R
Included in subscription
1
LU|HSW
Course expires on: 08/13/2029
Description
As climate risks intensify and project challenges become more complex, architects are increasingly required to design for resilience in ways that are both actionable and measurable. Emerging AI-powered tools, such as Digital Twins and Large Language Models (LLMs), are transforming how practitioners assess risk, test scenarios, and incorporate resilience strategies into their daily workflows.
This webinar will explore how architects can effectively use AI-powered Digital Twins and LLMs to inform resilient design decisions from initial concept through development. Participants will gain an understanding of the limitations and reliability of these technologies and identify opportunities to implement resilience strategies across various projects. The session will focus on usability and applications, helping architects translate emerging technologies into concrete design outcomes.
This session was recorded live on September 3, 2026.
Part 1 of the Architect's Role in Disaster Risk Reduction Series.
Learning Objectives
Evaluate how AI tools can aid in making resilient design decisions during the early phases of a project, including feasibility and scenario analysis.
Apply strategies for effectively prompting AI tools to generate meaningful, reliable outputs that inform design outcomes.
Identify opportunities to integrate AI-driven tools into existing architectural workflows.
Assess the reliability and limitations of AI-generated insights when designing for resilience, and incorporate appropriate professional judgment.
Presented in partnership with the Resilience and Disaster Response Committee (RADR).
Paola Capo is the Director of Resilience & Disaster Response for AIA. She strives to provide architects and communities with the resources they need to create healthier, more sustainable, resilient, and equitable built environments. In her current role, she divides her time between managing the Disaster Assistance Program (assisting architects and AIA chapters before and after disaster events occur) and supporting Communities by Design, a program of the Architects Foundation that matches communities with interdisciplinary expertise to achieve community aspirations. In her time at AIA, Paola has supported several other portfolios related to sustainability and climate action including the 2030 Commitment program, the Materials Pledge, and the Committee on the Environment with a focus on capacity-building for architects, firms, and chapters.
Paola recently completed a Masters in Emergency Management from Tulane University. In 2020, she completed IAP2’s Foundations in Public Participation Program, and in 2019 she participated in UC Berkeley’s [IN]City program to expand on her knowledge in urban design. She graduated from Georgetown University in 2017 with a degree in Science, Technology, and International Affairs, concentrating in Energy and the Environment.
Ana is an architect in Tallahassee who researches practices that contribute to lasting housing resilience. Her work is about supporting architects and neighbors in bridging between regulatory systems and lived experience. She is a Ph.D. candidate at the UF Florida Institute for Built Environment Resilience (FIBER).
Karla Saldana Ochoa is a Tenured Track Assistant Professor in the School of Architecture at the University of Florida and a faculty affiliate at the AI2 Center, the Center of Latin American Studies, and FIBER. She directs the AI in Architecture Graduate Certificate program and oversees the SHARE Lab, a research group focused on developing projects that leverage the interaction between artificial intelligence (AI) and human intelligence, applied to enhance creativity in architectural design and create tools to analyze big data of urban phenomena. At UF, Karla works with Digital Twins (DT), which she defines as intelligent environments, focusing on how this technology is applied across various scales—from buildings to city-wide infrastructure. She collaborates on international projects in Germany, Italy, Switzerland, Mexico, and Ecuador. Karla is an Ecuadorian architect and coder with a Master of Advanced Studies in Landscape Architecture and a Ph.D. in Technology in Architecture from ETH Zurich. Her Ph.D. research focused on the integration of Artificial and Human Intelligence to achieve accurate and agile responses to natural disasters, utilizing a multimodal fusion approach for machine learning inference.