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Articles

AI , Volume 7, Issue 7 (July 2026) – 42 articles

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By Lavdim Menxhiqi, Galia Marinova, Ziqing Xia
| brnw.ch
Need Help? Find support for a specific problem in the support section of our website. Please let us know what you think of our products and services. Visit our dedicated information section to learn more about MDPI. clear Cover Story (view full-size image): Artificial intelligence is increasingly embedded in everyday life, yet training sophisticated models demands substantial data, computing power and energy.
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Hallucination Mitigation in Large Language Model-Based Tool Recommendation: A Cross-Provider Architectural Ablation Study Across Two Model Generations

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By Galia Marinova, Lavdim Menxhiqi
| Preprints.org
You are already at the latest version In a closed-inventory Large Language Model (LLM) system such as Online-CADCOM, which recommends engineering tools from a verified inventory, mention-level hallucination occurs when the model recommends tools not present in the inventory.
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