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Author

M. Mysior

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#generative ai Open access Sep 2026

Evaluating large language models on text-based engineering design tasks: performance gaps and failure modes

The study examines Large Language Model-generated answers to 86 text-based questions covering three task categories chosen for their direct correspondence to typical engineering design activities to characterize the specific capabilities that AI-enabled design systems must develop to be reliable in practice and establi...

M. Mysior, C. Iniotakis · 1 citation
Open access Jul 2026

A cross-sectional evaluation of Large Language Model answers to dental questions.

Publicly available LLMs can pose potential safety risks to dental patients when used without guardrails and language-specific model training and hallucination reduction strategies, such as retrieval-augmented generation, are recommended.

Martyna Mysior, M. Mysior, Pamela Maslowski et al. · 0 citations

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