国产化AI公共服务可落地,低成本且保主权
Sovereign AI-based Public Services are Viable and Affordable
- 用本地部署替代大厂云服务,实现技术自主
- 实测表明仅需少量算力即可稳定运行
- 适合追求数字主权的政府与公共机构
AI远程服务的快速扩张加剧了基础设施与技术能力集中带来的长期影响争议。随着AI能力日益与地缘政治利益交织,基础AI服务的可用性与可靠性已不容忽视。这一问题在面向公民的AI公共服中尤为突出——各国政府正逐步采用由全球少数科技巨头提供的24/7商业化AI支持系统。本文挑战了通用架构在所有场景下最优的普遍认知。通过实践验证,我们证明存在可行且经济实惠的替代方案,符合数字与文化主权原则。结果表明,主权型AI公共服具备技术可行性与经济可持续性,可在资源有限的本地环境中有效运行,并保障文化与数字自主权。本文的技术洞察与部署经验旨在为全球各国政府和国家机构提供参考。
原文摘要 · Abstract (English)
The rapid expansion of AI-based remote services has intensified debates about the long-term implications of growing structural concentration in infrastructure and expertise. As AI capabilities become increasingly intertwined with geopolitical interests, the availability and reliability of foundational AI services can no longer be taken for granted. This issue is particularly pressing for AI-enabled public services for citizens, as governments and public agencies are progressively adopting 24/7 AI-driven support systems typically operated through commercial offerings from a small oligopoly of global technology providers. This paper challenges the prevailing assumption that general-purpose architectures, offered by these providers, are the optimal choice for all application contexts. Through practical experimentation, we demonstrate that viable and cost-effective alternatives exist. Alternatives that align with principles of digital and cultural sovereignty. Our findings provide an empirical illustration that sovereign AI-based public services are both technically feasible and economically sustainable, capable of operating effectively on premises with modest computational and financial resources while maintaining cultural and digital autonomy. The technical insights and deployment lessons reported here are intended to inform the adoption of similar sovereign AI public services by national agencies and governments worldwide.
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