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Iryna Bobreshova

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Open access Jul 2026

MULTI-DIMENSIONAL TASK-ALIGNMENT FRAMEWORK FOR LARGE LANGUAGE MODELS: COMPARATIVE ANALYSIS OF ChatGPT, GEMINI, GROK AND CLAUDE

The Multi- Dimensional Task-Alignment Framework (MTAF) is introduced, a novel seven-criterion evaluation instrument designed to characterize the functional specialization of competing LLMs and translate benchmark performance into domain-specific selection guidance.

Iryna Bobreshova, Olena Lebedieva · 0 citations