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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