kaal:claim:5245185-012

The current monitoring framework is reactive rather than proactive, because it offers no prescriptive measures such as predictive analytics or cross actor protocols that would anticipate evolving risks.

offers no prescriptive measures—such as predictive analytics or cross-actor protocols—to anticipate evolving risks, rendering it reactive rather than proactive.

Wulf A. Kaal, How can we Best Monitor AI Agents (2025), 6.1. Gaps in Current Monitoring Viability, p. 11
https://ssrn.com/abstract=5245185 · source PDF

Wulf A. Kaal, How can we Best Monitor AI Agents (2025). SSRN: https://ssrn.com/abstract=5245185

• existing monitoring of AI agents on cryptocurrency rails

failuresupport: arguedfailure: reactive-not-proactivefamily: ai-oversight-and-alignment-gapcompliance

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• Agreement: Agentic AI for Enterprise Systems: A Multi-agent Architecture for Financial Systems Resilience
• Extension: Ternary Moral Logic (TML): A Governance Framework for Ethical Accountability and Immutable AI Systems
• Extension: Quantum–AI RegTech: Compliance Analytics and Financial Crime Governance