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Author

Eliza Ayo

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#large language models Review Open access Sep 2026

Systemic Risks and Governance of Advanced Artificial Intelligence: A Structured Literature Review

Advanced artificial intelligence (AI) is advancing at a pace that exceeds the capacity of the ethical, legal, and institutional systems designed to govern it. Although scholarly attention to specific AI-related risks has grown substantially, no integrative framework has yet systematically mapped the relationships among...

Joey O. Chua, E. Ayo, Josan D. Tamayo et al. · 0 citations
#software testing Open access Nov 2026

How Classification Models Degrade as Data Diminish: A Multi-Criteria Analysis of Tabular Classifiers Under Controlled Data Scarcity

Tree-based models exhibited the largest reductions in accuracy and the steepest increases in calibration error under scarcity, whereas logistic regression preserved threshold balance and probability calibration at negligible computational cost.

Jairo Devon A. Daquioag, E. Ayo · 0 citations

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