In this episode of Factory Fireside, Peter Inge sits down with Dr Don Perugini, a globally recognised expert in AI and agentic systems with more than 20 years’ experience designing, building, and commercialising agents in the real world. Don brings rare depth, spanning defence research, cognitive and multi-agent systems, and multiple successful startups, including population-scale simulation platforms, federated AI for healthcare, and AI products used across dozens of countries. As a serial entrepreneur who has founded, scaled, and exited AI companies, he offers a grounded, experience-led perspective on what actually works in enterprise AI, why most agent pilots fail to reach production, and how the agentic future will realistically unfold beyond today’s LLM hype.
Fireside Agent Talk Series
Keywords
Takeaways
Keywords
AI, agents, agentic commerce, AGI, entrepreneurship, technology, healthcare, machine learning, federated learning, innovation
Summary
In this conversation, Peter Inge and Dr. Don Perugini explore the evolution of AI agents, their applications in various industries, and the future of agentic commerce. They discuss the challenges and opportunities in the AI landscape, including the concept of AGI and the importance of education in AI adoption. Don shares insights from his entrepreneurial journey, emphasizing the need for specialized agents and the potential impact of AI on the labor force.
Takeaways
- Agents are intelligent autonomous software programs that can reason and plan.
- Understanding community response to events like bushfires can improve safety.
- Life Whisperer, an AI tool, outperformed human embryologists in assessing embryos.
- The future will see everyone having personal AI agents for various tasks.
- Collaboration among agents is essential for solving complex problems.
- There is significant hype around generative AI, but practical applications are still developing.
- Education is crucial for organizations to effectively adopt AI technologies.
- AGI is defined as AI capable of performing a broad range of tasks.
- The rise of personal AI agents will change how we interact with technology.
- AI will impact the labor force, but it won’t completely replace human jobs.
Chapters
- 00:00 The Evolution of AI Agents
- 05:40 Federated Learning in Healthcare
- 11:50 The Future of Agentic Commerce
- 17:55 The Role of Agents in Business Transactions
- 28:32 The Future of Agent Commerce
- 36:10 Understanding Artificial General Intelligence (AGI)
- 42:22 Entrepreneurship in the AI Era
