ROK Defense M&S in the Age of Hyperscale AI: Concepts, Challenges, and Future Directions
<|reference_start|>ROK Defense M&S in the Age of Hyperscale AI: Concepts, Challenges, and Future Directions: Integrating hyperscale AI into national defense modeling and simulation (M&S) is crucial for enhancing strategic and operational capabilities. We explore how hyperscale AI can revolutionize defense M\&S by providing unprecedented accuracy, speed, and the ability to simulate complex scenarios. Countries such as the United States and China are at the forefront of adopting these technologies and are experiencing varying degrees of success. Maximizing the potential of hyperscale AI necessitates addressing critical challenges, such as closed networks, long-tail data, complex decision-making, and a shortage of experts. Future directions emphasize the adoption of domestic foundation models, the investment in various GPUs / NPUs, the utilization of big tech services, and the use of open source software. These initiatives will enhance national security, maintain competitive advantages, and promote broader technological and economic progress. With this blueprint, the Republic of Korea can strengthen its defense capabilities and stay ahead of the emerging threats of modern warfare.<|reference_end|>
@article{lee2024rok,
    title={ROK Defense M&S in the Age of Hyperscale AI: Concepts, Challenges, and
  Future Directions},
    author={Youngjoon Lee, Taehyun Park, Yeongjoon Kang, Jonghoe Kim, Joonhyuk
  Kang},
    journal={arXiv preprint arXiv:2410.00367},
    year={2024},
    archivePrefix={arXiv},
    eprint={2410.00367},
    primaryClass={eess.SP cs.LG}
}