This chapter provides a comprehensive overview of the pragmatic aspects involved in organizing AI competitions. We begin by discussing strategies to incentivize participation, touching upon effective communication techniques, aligning with trending topics in the field, structuring awards, potential recruitment opportunities, and more. We then shift to the essence of community engagement, and into organizational best practices and effective means of disseminating challenge outputs. Lastly, the chapter addresses the logistics, exposing on costs, required manpower, and resource allocation for effectively managing and executing a challenge. By examining these practical problems, readers will gain actionable insights to navigate the multifaceted landscape of AI competition organization, from inception to completion.

本章全面介绍了组织人工智能竞赛中涉及的实用方面，包括激励参与的策略、有效的沟通技巧、与领域趋势的对齐、奖项结构、招募机会等。还讨论了社区参与的要点、组织最佳实践和有效传播挑战成果的方法。最后，本章介绍了处理逻辑、成本、所需人力和资源分配等挑战管理和执行的方面。通过研究这些实际问题，读者将获得从构思到完成的人工智能竞赛组织中应用的可行的见解。

AI竞赛和基准测试：实际问题，提案，拨款，赞助商，奖励，传播，宣传