Introduces the SMARt four-layer model with timed guarded Petri nets to formalize detection of epistemic drift, recovery, and controlled surrender of autonomy in AI agents.
Improving LLM reasoning via multi-agent collaboration,
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2026 1verdicts
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Intelligence as Managed Autonomy: Failure, Escalation, and Governance for Agentic AI Systems
Introduces the SMARt four-layer model with timed guarded Petri nets to formalize detection of epistemic drift, recovery, and controlled surrender of autonomy in AI agents.