Rethinking Engineering in the Age of AI ft. Laura Albert
Manage episode 479971743 series 3662212
In this thought-provoking installment, of the Decision Intelligence LAB, hosts Vijay Mehrotra and Michael Watson sit down with Professor Laura Albert, Professor of Industrial and Systems Engineering at the University of Wisconsin-Madison, 2023 INFORMS President, and prolific blogger at "Punk Rock Operations Research," joins the show to discuss her recent collaborative paper, "Grand Challenges in Industrial and Systems Engineering."
During the conversation, Laura dives deep into timely topics like the resiliency and security of complex systems, including the ever-evolving world of cybersecurity and supply chains. She also unpacks the growing importance of AI governance and explores how educational programs must evolve in the age of generative AI, emphasizing the need to think bigger as a field.
Tune in as Laura, Vijay, and Michael explore the future of decision science, the challenges and opportunities before the discipline, and what it takes to ensure impactful, real-world change in business and technology. Let’s dive in!
0:00 - Preview & Introduction
3:20 - Definition & Importance of Resiliency
5:38 - The Need for Big Thinking in the Field
6:45 - Significance of case studies in bridging academia and industry needs9:00 - Rethinking educational approaches in light of GenAI advancements
11:23 - The Threat of Irrelevance for Industrial & Systems Engineering
12:55 - Challenges of Teaching with GenAI
13:55 - Lessons from COVID-19: Supply Chain Resiliency
16:32 - AI in Decision-Making and Governance
18:15 - Identifying and managing trade-offs
21:24 - Barriers to Impact in Data Science and OR Fields
23:45 - Cybersecurity as an Opportunity for Industrial and Systems Engineering & Operational Research
26:10 - The 'Equifax Breach Story'
29:10 - Laura Albert’s blog
Follow the show
Apple: https://podcasts.apple.com/in/podcast/the-decision-intelligence-lab/id1811085064
Spotify: https://open.spotify.com/show/0lFoAVKqJHTYSZNpeN61ou?si=0ae973aab0174b3b
Connect with guest
Laura Albert: https://www.linkedin.com/in/lauraalbertphd
Laura's Blog: https://punkrockor.com/
Connect with hosts
Prof. Vijay Mehrotra (University of San Francisco): https://www.linkedin.com/in/vijay-mehrotra-ba9498/
Prof. Michael Watson (Northwestern University): https://www.linkedin.com/in/michael-watson-07600a1
About the podcast
The Decision Intelligence Lab podcast delivers real-world insights for data professionals, business leaders, and anyone seeking to leverage data & AI for smarter decision-making & successful business outcomes.
For business inquiries, email at [email protected]
Keywords:
Industrial Engineering, Grand Challenges, Resiliency, Education, AI, Cybersecurity, Supply Chain, Governance, Decision-Making, Operations Research, Industrial and Systems Engineering, Operations Research, Resiliency, Complex Systems, Cybersecurity, Supply Chain, Education, Case Studies, Artificial Intelligence, Generative AI (GenAI), AI Governance, Engineering Curriculum, AI Ethics, Human-AI Teaming, Systems Thinking, Optimality, AI Audits, Workforce Training, Trade-offs, Data Science Projects, Impact Measurement, Public Outreach, Software Supply Chains, Power Systems, Digital Transformation, Decision-Making, Risk Management, Academic Blogging
4 episodes