Intrinsic Reliability and Robustness for Hyper-Complex Agentic AI Systems: From Pattern Detection to Collective Intelligence

Addresses the reliability problem created by high autonomy and system complexity. Introduces a Sentinel-Council architecture, together with Minimum Viable Ethics, to monitor evolving behavior, define non-negotiable boundaries, and sustain robust performance under changing conditions.

Concepts

• Sentinels
• Council
• Minimum Viable Ethics
• Agentic AI

Keywords

• Reliability
• Robustness
• Ethics
• Autonomy
• Agentic AI

View paper → (opens in new tab)

← Back to all publications