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Sponsored Artificial Intelligence: A Modern Approach, Global Edition Artificial Intelligence: A Modern Approach, Global Edition

Author

Thacha Lawanna

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Open access Jul 2026

An Intelligent Framework for Early Detection of AI-Induced Risks in Safety-Critical Systems

IRED-AI is an intelligent framework designed for the early detection of AI-induced risks in safety-critical systems, including healthcare, autonomous driving, aviation, industrial control, and cybersecurity. Unlike traditional detection models that optimize single metrics, IRED-AI unifies continuous monitoring, hybrid...

Thacha Lawanna · 0 citations
Open access Aug 2026

A Case-Based Verification Framework for Detecting and Reducing Hallucinations in Generative AI

The findings indicate that integrating Case-Based Reasoning with evidence-driven verification provides an adaptive, explainable, and continuously improving mechanism for enhancing the trustworthiness of generative artificial intelligence in applications requiring reliable and evidence-supported information.

Thacha Lawanna · 0 citations

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