# Offline Multimodal Large Language Models for Decision Support in Air Operations

**Published:** September 22, 2026
**Author:** Joao P. A. Dantas, Jelton A. Cunha, Gabriel Dietzsch
**Source:** arXiv — cs.AI
**Language:** en-US
**HTML:** https://aiqazaqstan.com/en/articles/offline-multimodal-large-language-models-for-decision-support-in-air-ope

Air operations rely on complex rules, established procedures, and time-critical analysis under limited connectivity and strict security constraints. In such environments, analysts must combine written doctrine with images, often without access to external computing resources.…

> From the original source: **arXiv — cs.AI**
> [Read full article at arXiv — cs.AI](https://arxiv.org/abs/2609.21390)

**Tags:** #arXiv

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