The rapid growth and popularity of large language model (LLM) app stores have created new opportunities and challenges for researchers, developers, users, and app store managers. As the LLM app ecosystem continues to evolve, it is crucial to understand the current landscape and identify potential areas for future research and development. This paper presents a forward-looking analysis of LLM app stores, focusing on key aspects such as data mining, security risk identification, development assistance, and market dynamics. Our comprehensive examination extends to the intricate relationships between various stakeholders and the technological advancements driving the ecosystem's growth. We explore the ethical considerations and potential societal impacts of widespread LLM app adoption, highlighting the need for responsible innovation and governance frameworks. By examining these aspects, we aim to provide a vision for future research directions and highlight the importance of collaboration among stakeholders to address the challenges and opportunities within the LLM app ecosystem. The insights and recommendations provided in this paper serve as a foundation for driving innovation, ensuring responsible development, and creating a thriving, user-centric LLM app landscape.

翻译：大型语言模型（LLM）应用商店的快速增长与普及，为研究人员、开发者、用户和应用商店管理者带来了新的机遇与挑战。随着LLM应用生态系统的持续演进，理解当前格局并识别未来研究与开发的潜在领域至关重要。本文对LLM应用商店进行了前瞻性分析，重点关注数据挖掘、安全风险识别、开发辅助及市场动态等关键方面。我们的全面考察延伸至各利益相关方之间的复杂关系，以及推动生态系统增长的技术进步。我们探讨了LLM应用广泛采用所涉及的伦理考量和潜在社会影响，强调了负责任创新与治理框架的必要性。通过审视这些方面，我们旨在为未来研究方向提供愿景，并强调利益相关方之间协作的重要性，以应对LLM应用生态系统内的挑战与机遇。本文提出的见解与建议，为推动创新、确保负责任发展以及构建繁荣的、以用户为中心的LLM应用生态奠定了基础。