Author

Prudvi Saisaran Ponduru

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Open access Jul 2026

A Unified Framework for Self-Evolving and Self-Healing Artificial Intelligence Agents

Artificial intelligence agents are increasingly expected to operate for long periods, use external tools, adapt to changing environments and recover from failures without continuous human supervision. Current work, however, is divided between self evolving agents that improve through memory, reflection, continual learn...

Prudvi Saisaran Ponduru · Advanced International Journ... · 0 citations

Open access Sep 2026

RACER: Remediation Assurance Contracts for Evidence-Gated, Risk-Bounded Autonomous Recovery in Cloud Systems

RACER, a runtime-assurance mechanism that treats every AI-generated repair as an untrusted proposal until it is bound to a machine-checkable Remediation Assurance Contract, is presented.

Prudvi Saisaran Ponduru, Pavani Priya Vyshnavi Nandanavanam, Sai Kesav Kumar Ponduru · International Journal of Adv... · 0 citations

Open access Aug 2026

AI-SAFE FlightNet : A Next-Generation Artificial Intelligence and Automation Framework for Predictive Flight Safety, Aircraft Health Intelligence, and Ground Operations Coordination

AI-SAFE FlightNet is proposed, a Safety-Aware, Intelligent, Federated, Explainable Flight Automation Network that integrates aircraft data intelligence, onboard edge AI, subsystem digital twins, phase-aware predictive analytics, evidence-grounded coordination, ground operations support, federated fleet learning, and go...

Prudvi Saisaran Ponduru, Pavani Priya Vyshnavi Nandanavanam, Sai Kesav Kumar Ponduru · Engineering and Technology J... · 0 citations