Beyond the Model: Architecting Multi-Agent AI for Human-Aligned Futures In this forward-looking keynote, Victoria Grech explores how multi-agent AI systems can move beyond single-model thinking to deliver collaborative, context-aware, and human-aligned outcomes. She’ll unpack the principles of designing AI architectures that prioritise ethics, adaptability, and real-world impact—laying the groundwork for AI ecosystems that work with us, not just for us.