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

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Khadija Parwez

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2 papers indexed here

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Open access 2026

A Closed-Loop Framework for Trustworthiness Assessment in Large Language Models

: Trustworthiness is a fundamental requirement for Large Language Models (LLMs), particularly in high-stakes domains such as healthcare, finance, and education, where unreliable model behavior may lead to incorrect or misleading responses. We distinguish safety , which concerns harmful or undesirable outputs, from secur...

Khadija Parwez, Faheem Shaukat, Faisal Alhwikem et al. · 0 citations
Open access 2026

Teaching LLMs to Infer Real-World Consequences through Embodied Semantic Grounding

Embodied Semantic Grounding (ESG) is proposed, a framework that equips LLMs with consequence-aware text representations that extends affordance-grounding with consequence-level representations of post-event environmental functionality.

Manaswi Kulahara, Khadija Parwez, Faisal Alhwikem et al. · 0 citations

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