AI is shifting from monolithic models to dynamic ecosystems of specialized agents: some larger, some smaller. This modular architecture promises personalization, efficiency, and adaptability, but it also expands the attack surface and complicates interface compatibility.
This talk explores:
•    How expert agents reduce complexity and energy consumption
•    Why agent diversity is both a strategic strength and a security risk
•    What secure deployment means in constrained environments
•    How synthetic data becomes a critical dependency and whether open-source models offer a path forward
The agentic era is here. You’re not securing a model anymore: you’re governing an ecosystem.