kaal:claim:5245185-010

AI self monitoring requires robust cryptographic safeguards and anti collusion algorithms; without them, agents overseeing one another can devolve into self serving behavior and coordinated manipulation.

and anti-collusion algorithms—to prevent coordinated manipulation or exploitation of vulnerabilities, ensuring that self-monitoring does not devolve into self-serving behavior.

Wulf A. Kaal, How can we Best Monitor AI Agents (2025), 5.2. Expected Future Monitoring of AI Agents, p. 9
https://ssrn.com/abstract=5245185 · source PDF

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

• networks of interdependent agents auditing each other

conditionsupport: arguedfailure: self-monitoring-collusionfamily: ai-oversight-and-alignment-gapcomplianceconsensus-and-securitycitation-and-knowledge

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