Notice: The reproducibility variables underlying each score are classified using an automated LLM-based pipeline, validated against a manually labeled dataset. LLM-based classification introduces uncertainty and potential bias; scores should be interpreted as estimates. Full accuracy metrics and methodology are described in Coakley et alK. L. Coakley, T. Snelleman, H. Hoos, and O. E. Gundersen, "The embrace of open science: An analysis of a decade of AI research and 56 800 conference papers," Under Review, 2026..
Viewpoint: Artificial Intelligence Government (Gov. 3.0): The UAE Leading Model
Authors: Mohanad Halaweh
JAIR 2018 | Venue PDF | LLM Run Details
| Reproducibility Variable | Result | LLM Response |
|---|---|---|
| Research Type | Theoretical | The aim of this paper is to shed light on the positive macro-societal impact of AI adoption in government. This paper takes a viewpoint that aims to address the socially positive impacts of AI relative to a specific country (i.e., the UAE) that also have a global economic impact. |
| Researcher Affiliation | Academia | Mohanad Halaweh EMAIL Al Falah Unievrsity, Dubai, UAE |
| Pseudocode | No | The paper discusses the strategic and societal implications of AI adoption by the UAE government, without presenting any specific algorithms or methodologies in pseudocode format. |
| Open Source Code | No | This paper is a viewpoint article discussing government AI strategy and societal impacts, and thus does not present any specific methodology for which source code would be provided. |
| Open Datasets | No | This paper is a viewpoint article and does not conduct experiments or analyze datasets in a way that requires providing access to specific experimental data. |
| Dataset Splits | No | This paper is a conceptual viewpoint and does not involve empirical experiments requiring dataset splits. |
| Hardware Specification | No | The paper is a viewpoint discussion on AI government strategy and societal impacts, and therefore does not describe any experimental hardware specifications. |
| Software Dependencies | No | As a viewpoint paper discussing policy and societal implications, this paper does not describe any specific software implementations or their dependencies. |
| Experiment Setup | No | This paper is a conceptual viewpoint and does not describe any experimental setup or hyperparameter configurations. |