Best Practices for AI Deployment, Safety, Security, and Regulation - "Complex Adaptive Systems" | Artificial Intelligence Masterclass

All right, good morning, everybody. But the long story short is that what is emerging is that the correct way to think about artificial intelligence safety and regulation is through the lens of complex adaptive systems, or CAS, or CAS.

It goes beyond the title with direct discussion of complex, like, system, including: Yeah, so I've been wanting to cover this topic for a little bit, but it's kind of a Byzantine topic, so I'm going to try and make it as interesting as possible.

1. 01And this will give you a little bit more context as to what do we mean?
2. 02So birds and schools of fish, they actually follow very simple rules, but because they're following simple rules in large numbers as individual agents, they can actually respond to
3. 03So relationships between components that are not proportional, leading to unpredictable outcomes, making the system difficult to model using simple linear equations