Discussion Protocol for Supervision of Powerful AI Systems: A New Solution

As artificial intelligence systems began to capture and even pass the talents of human experts, it has become a critical problem how these powerful systems are audited. The new research published in arXiv offers an interesting solution to this demanding problem: AI audit through discussion.

The main principle of this approach is quite effective:

• When discussing about a complex question of two powerful artificial intelligence systems, complex claims in this discussion phase are divided into simpler components
• Any simple claim can be assessed directly and judged
• Human decision makers have to control these simple parts instead of all of the original complex problem
• This method significantly reduces inspection cost and complexity

The research focuses on the theoretical foundations of this protocol, making it optimization for instance-optimalization. As of essence, this study shows that the control of powerful AI systems can be quite efficient under certain conditions, not only possible.

These types of control mechanisms are particularly important because AI capabilities develop rapidly. The fact that human surveillance is scalable and effective is the key to the safe and responsible development of artificial intelligence.