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Author

S. Katta

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Conference Jul 2026

Architecting Explainable Artificial Intelligence Systems for Transparent Reasoning in Safety-Critical Applications

The surging deployment of Artificial Intelligence (AI) systems across safety-critical sectors — namely healthcare diagnostics, autonomous driving, aircraft regulation, and industrial automation — has resulted in a burgeoning need for transparent decision-making frameworks capable of justifiability and accountability. T...

Sajjan Choudhuri, A. Agade, Rahul Reddy Gouravaram et al. · 0 citations
Conference Jul 2026

Operationalizing Large Language Models for Automated Software Requirement Interpretation and Change Impact Analysis

In fast-evolving software systems, effective 'natural language requirements parsing' and downstream change effect analysis capability across a multitude of codes represents low-hanging-fruit in this regard. We present a structured framework to deploy Large Language Models (LLMs) for automating two essential software en...

Nithya Krishnan, Kumaran Ramanujam, Suresh Babu Narra et al. · 0 citations

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