Summary 

In this episode of the Applied Imperative podcast, Dale Goulding speaks with Prabha Jha, associate director for cyber strategy and risk at Verizon. They discuss the pervasive influence of AI across industries, insights from their experience at MIT's AI program, and the importance of prompt engineering and agentic AI. Prabha shares her journey in navigating remote learning, leveraging AI in business security, and the future of AI in telecommunications. They also explore the risks associated with AI, particularly in security, and the potential applications of AI in aerospace. The conversation concludes with personal insights and reflections on the role of art and technology in shaping the future. 

Subscribe to the Applied Imperative podcast:  

• Spotify: https://spoti.fi/4jT1ngc  

• Apple: https://apple.co/4jBZEwi  

Takeaways 

• AI is a common interest across various industries. 

• Prompt engineering is essential for effective AI utilization. 

• Diversity in learning environments enhances understanding. 

• Remote learning can be challenging but rewarding. 

• AI's role in business security is increasingly important. 

• Demystifying AI concepts is crucial for leaders. 

• AI can significantly improve customer experience. 

• The future of AI in telecommunications is promising. 

• Risks in AI include adversarial attacks and biases. 

Show links 

• Prabha Jha’s LinkedIn: https://www.linkedin.com/in/prabhajha/ 

• Applied CAx website: https://www.appliedcax.com/ 

Summary 

In this episode of the Applied Imperative podcast, Dale Goulding interviews David Meyer, a business development manager at Siemens Digital Industry Software, focusing on sustainable energy solutions. They discuss the growing momentum behind new energy sources, particularly hydrogen, sustainable aviation fuels, and renewable natural gas. David shares insights on the challenges and opportunities in these sectors, the importance of simulation and digital tools in optimizing processes, and the future of the energy industry in the context of decarbonization. The conversation emphasizes the need for collaboration among various stakeholders to drive innovation and achieve sustainability goals. 

Takeaways 

• There's a strong appetite for decarbonization in the energy sector. 

• Simulation tools are crucial for optimizing new energy processes. 

• Hydrogen supply chain challenges include transportation and storage. 

• Sustainable aviation fuel is in high demand from airlines. 

• Renewable natural gas offers a way to decarbonize waste. 

• Carbon capture technologies are evolving and present opportunities. 

• Collaboration among stakeholders is essential for project success. 

• Leveraging data can optimize energy production and efficiency. 

• The future of energy will involve a mix of technologies. 

• Decarbonization can drive profitability and operational efficiency. 

Show links 

• David Meyer’s LinkedIn: https://www.linkedin.com/in/david-meyer-a452abb/  

• How has energy use changed throughout U.S. history?:  https://www.eia.gov/todayinenergy/detail.php?id=62444 

• U.S. Energy System Factsheet:  https://css.umich.edu/publications/factsheets/energy/us-energy-system-factsheet 

• “Beyond Zero” documentary:  https://beyondzerofilm.com/ 

In this episode of the Applied Imperative podcast, Cheyenne Ng interviews Dale Goulding about his recent experience at MIT's Artificial Intelligence for Senior Executives program. Dale shares insights from his first week, including the diverse cohort of participants, the cutting-edge topics covered, and his key takeaways on the role of AI in the future of work. He emphasizes the importance of continuous learning and the need for humans to remain central in the deployment of AI technologies. The conversation also touches on the potential of AI to enhance productivity and the significance of networking in the tech industry. 

Takeaways 

• The course at MIT focuses on the current state and future of AI. 

• Networking with diverse professionals enhances learning experiences. 

• AI is fundamentally based on statistics and requires human oversight. 

• Realism and agency are crucial in understanding AI's impact. 

• Continuous learning is essential in adapting to AI advancements. 

• AI can augment human capabilities rather than replace them. 

• The importance of ethical considerations in AI deployment. 

• Diverse perspectives lead to richer discussions about AI. 

• AI has the potential to improve productivity and quality of life. 

• Collaboration remains vital in the tech industry. 

Show links 

• Show slides https://appliedcax.com/wp-content/uploads/MIT-Campus.pdf  

• Mentioned podcast - The Revolutionary Potential of AI with CSAIL Professor Manolis Kellis: https://podcasts.apple.com/us/podcast/csail-alliances-podcasts/id1077045009?i=1000682874559 

Summary 

In this episode of the Applied Imperative podcast, Dale Goulding and Mark Sampson continue to examine Model-Based Systems Engineering (MBSE), discussing its significance, challenges in implementation, and the tools available for assessing organizational maturity in MBSE practices. They explore the complexities of integrating systems engineering into product development, emphasizing the need for organizational change and the importance of real-time impact assessments. The conversation highlights the evolution of SysML and the necessity of adapting to increasing product complexity, particularly in aerospace and automotive industries. 

Takeaways 

• MBSE helps avoid costly last-minute integration problems. 

• Integration is crucial for successful product development. 

• Organizational change is essential for MBSE implementation. 

• SysML V2 is a watershed moment for MBSE adoption. 

• Tools like the MBSE maturity assessment can guide organizations. 

• Real-time impact assessments are vital for effective change management. 

• The complexity of products is increasing, necessitating new approaches. 

• Understanding the implications of changes is critical for success. 

• Collaboration across domains enhances systems engineering outcomes. 

• Managing requirements effectively is key to successful product lifecycle management. 

Show links 

• MBSE maturity assessment: https://www.appliedcax.com/mbse/ 

• Column of shame: https://www.appliedcax.com/wp-content/uploads/Columnn-of-Shame.pdf  

Summary 

This conversation delves into Model-Based Systems Engineering (MBSE), focusing on the evolution from SysML V1 to V2, the challenges faced in standardizing systems engineering language, and the organizational changes necessary for successful implementation. Mark Sampson shares insights on the complexities of V1 and the anticipated improvements in V2, emphasizing the need for a more accessible and standardized approach to systems engineering. 

Takeaways 

• Model-Based Systems Engineering (MBSE) is crucial for modern engineering. 

• SysML V1 had significant flexibility but became overly complex. 

• The transition to SysML V2 aims to simplify systems engineering language. 

• Standardization in systems engineering is essential for collaboration. 

• Organizational change management is critical for adopting MBSE. 

• SysML V2 is designed to be more user-friendly and accessible. 

• The evolution of MBSE reflects lessons learned from past practices. 

• A common language can bridge gaps between engineering disciplines. 

• The Department of Defense is mandating MBSE approaches in contracts. 

• Effective communication is key to successful systems engineering. 

Show links 

• More information on SysML V2 https://www.incose.org/docs/default-source/content-library/moving_forward_with_sysml_v2-incose_atlanta_chapter-sfriedenthal-2024-07-17.pdf?sfvrsn=e5548c7_2 

Summary 

In this episode of the Applied Imperative podcast, Dale Goulding and Mark Sampson delve into Model-Based Systems Engineering (MBSE), exploring its significance in modern engineering practices. They discuss the challenges faced by the aerospace industry, the implications of Conway's Law, and the necessity for integrated development processes. Through a case study involving a speaker wire problem, they illustrate the importance of communication across engineering disciplines and the need to recognize secondary effects of design decisions. The conversation emphasizes the shift towards a more collaborative and efficient approach to engineering, highlighting MBSE as a crucial tool in addressing industry challenges. 

Takeaways 

• Model-Based Systems Engineering (MBSE) is essential for modern engineering. 

• Conway's Law illustrates how organizational structures affect product design. 

• The aerospace industry faces significant challenges in affordability. 

• Integration must occur continuously throughout the engineering process. 

• A parallel development approach enhances efficiency and speed. 

• Communication across engineering disciplines is critical for success. 

• Design decisions can have unforeseen secondary effects. 

• Insane design behavior can lead to repeated mistakes in engineering. 

• Understanding functions in design helps prevent costly errors. 

• MBSE can help address complex integration problems in engineering. 

Show links 

• Mark Sampson’s LinkedIn https://www.linkedin.com/in/mark-sampson-61402b5/

• Show slides https://appliedcaxstg.wpenginepowered.com/wp-content/uploads/MBSE-Standard-Slides.pdf

Summary 

In the second episode of Applied Imperative, we dive into Model-Based Systems Engineering (MBSE), exploring its significance in modern engineering practices. Our expert guest, Mark Sampson, MBSE Evangelist, shares his extensive experience in the field, highlighting the evolution from traditional document-based methods to a model-centric approach. The discussion emphasizes the importance of cross-domain collaboration and the challenges posed by complex systems integration. Real-world examples illustrate the necessity of MBSE in preventing repeated engineering problems and ensuring effective communication among various engineering disciplines. 

Takeaways 

• Model-Based Systems Engineering (MBSE) is essential for modern engineering. 

• Cross-domain collaboration is crucial to avoid integration issues. 

• Traditional document-based practices are no longer sufficient. 

• Models provide a real-time view of system interactions. 

• Silos in decision-making lead to repeated engineering problems. 

• Understanding relationships between components is key to success. 

• Integration challenges arise from miscommunication between teams. 

• The complexity of systems requires a shift to model-based practices. 

• MBSE helps in managing the exponential growth of software lines of code. 

• Real-world examples demonstrate the effectiveness of MBSE. 

Show links 

• Mark Sampson’s LinkedIn https://www.linkedin.com/in/mark-sampson-61402b5/

• INCOSE  https://www.incose.org/

• Show slides https://appliedcaxstg.wpenginepowered.com/wp-content/uploads/MBSE-Standard-Slides.pdf

Summary 

In the inaugural episode of the Applied Imperative podcast, we introduce our host, Dale Goulding. He walks us through the podcast's purpose and vision, focusing on the intersection of technology, engineering, and innovation. Dale shares his extensive background in aerospace and engineering, highlighting the role of Applied CAx in providing Siemens software solutions to various industries, particularly aerospace, defense, and clean energy. This first discussion of the podcast emphasizes the rapid pace of technological change, the importance of digital transformation, and the podcast's aim to explore these themes in depth, featuring expert insights and case studies. 

Takeaways 

• The podcast aims to discuss the intersection of technology and innovation. 

• Dale Goulding’s extensive experience in aerospace and engineering. 

• Applied CAx focuses on providing Siemens software solutions. 

• The exponential age is characterized by rapid technological change. 

• AI is a central catalyst for innovation across industries. 

• Customization in products and services is increasing. 

• Digital twins are crucial for enabling transformation. 

• The podcast will explore various themes and topics in depth. 

• Experts will be featured to provide insights into specific fields. 

• The future of engineering and manufacturing is evolving rapidly. 

Links from this episode 

• Show slides - https://www.appliedcax.com/wp-content/uploads/Podcast-Map.pdf

• Dale Goulding’s LinkedIn - https://www.linkedin.com/in/dale-goulding-9761a731/

• Applied CAx website - https://www.appliedcax.com/