# MARQ: A Modular, LLM-Agnostic Requirement Quality Assessor Infused with Systems Engineering Knowledge

**Published:** October 28, 2026
**Author:** Jannatul Shefa, Alejandro Salado, Paul Wach, Taylan G. Topcu
**Source:** arXiv — cs.AI
**Language:** en-US
**HTML:** https://aiqazaqstan.com/en/articles/marq-a-modular-llm-agnostic-requirement-quality-assessor-infused-with-sy

arXiv:2610.36234v1 Announce Type: new Abstract: Requirements engineering (RE) is foundational to systems engineering (SE), as requirement defects can propagate downstream and adversely affect development outcomes. Although large language models (LLMs) are promising for…

> From the original source: **arXiv — cs.AI**
> [Read full article at arXiv — cs.AI](https://arxiv.org/abs/2610.36234)

**Tags:** #OpenAI #Anthropic #arXiv

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