Why 2025 is the Year of the Agent (or Is It?) | Gert Marx & Ulysses Maclaren | NDC Melbourne 2025

In this discussion from NDC Melbourne, Ulysses Maclaren sits down with Gert Marx to unpack one of the hottest topics in AI: agents. Are we truly in the “Year of the Agent,” or is the tech world just riding another buzzword wave? Ulysses shares what makes a real agent, contrasting them with rule-based systems, AI workflows, and generative models. With concrete examples and industry insights, he explains when it’s best to use an agent, when a workflow will suffice, and why so many companies are marketing non-agents as agents. If you’re building AI-powered solutions and unsure what tools are best suited to your problem space, this talk is a must-watch.

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The Hidden Cost of AI | Ulysses Maclaren & Richard Campbell | NDC Melbourne 2025

What does artificial intelligence have to do with nuclear reactors, brownouts, and humanity’s last exam? At NDC, SSW’s Ulysses Maclaren sits down with tech veteran Richard Campbell to explore the energy demands of AI, Microsoft’s nuclear strategy, and how our increasing data needs are impacting global infrastructure. They also examine whether artificial general intelligence is truly within reach or still a distant goal. From understanding the environmental cost of AI to dissecting the realities behind AGI, this conversation offers practical insights into where technology is heading and how it’s reshaping our world.

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Creating Multi-Language AI-Powered Apps w/ Rust, Python & Blazor | TJ Gokken | SSW User Groups

Let’s do some polyglot programming. We’ll create a modern system diagnostics tool called HAL (Hardware Assistant that Learns). We’ll combine Rust’s system-level performance, Python’s AI capabilities with AutoGen, a multi-agent framework, and Blazor’s modern web interface into a cohesive application.
Key Takeaways:

Inter-process communication between Rust, Python, and .NET
Understand when and why to use different languages in AI applications
Learn to implement Microsoft’s AutoGen for multi-agent AI systems

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AI Powered Navigation for French Payroll Expert | Thomas Bidou

Join us as we explore the journey of French Payroll Expert (FPE), a company that provides payroll services from A to Z to foreign companies working in France. Discover how integrating an AI-powered chatbot, developed in collaboration with SSW, has revolutionized their customer service, addressing common queries efficiently and accurately.

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