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cs.AI2026
Toward Standardized Cross-Vendor Agent Tool Trust Management in Autonomous Networks
Ravi Kant Sharma, Ashutosh Uttam, Ajay Kumar
Autonomous Network Levels 4-5 require AI agents to invoke tools across vendor boundaries without human oversight, yet existing management standards lack a standardized mechanism fo…
cs.AI2026
Criticality-Based Guard Rail Validation for AI Agent Decisions in Autonomous Telecom Networks
Ravi Kant Sharma
The evolution toward fully autonomous telecommunications networks (Autonomous Network Levels 4-5) requires AI/ML agents to make real-time network decisions without human interventi…