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Sabina-Cristiana Necula

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#artificial intelligence Preprint Sep 2026

Can Coding Agents Reproduce Official Statistics? Metadata, Retry Budget and the Limits of Execution Feedback in a Controlled Eurostat Benchmark

This study asks whether authoritative metadata and execution feedback improve the reproducibility of Eurostat answers produced by a coding agent, and isolates what execution feedback actually contributes.

Sabina-Cristiana Necula · 0 citations

#large language models Open access Sep 2026

Integrating LLM in Business Process Management: A Conceptual Framework for Augmenting the Process Lifecycle

A lifecycle-based conceptual framework for allocating and governing LLM use across the six stages of the BPM lifecycle, which positions LLMs as tools for turning unstructured information into preliminary process knowledge, while established BPM methods and human expertise remain responsible for validating consequential...

Florin Dumitriu, Valerică Greavu-Șerban, Sabina-Cristiana Necula et al. · Systems · 0 citations