Introduction

As generative AI enters a new phase of abundant foundation‑model supply, access to general‑purpose models and compute resources has become widely accessible for enterprises and government bodies. Real‑world experience nonetheless demonstrates that model access does not automatically translate into tangible productivity gains. Identical foundation models can yield vastly different outcomes when deployed by different organizations. The key to success lies in an organization’s “AI absorptive capacity”. What exactly constitutes “AI absorptive capacity”? What institutional, talent and data gaps need to be addressed for general-purpose models to deliver real-world business value? Does sovereign AI boil down to domestically-trained foundation models? How can developing countries break free from the pitfall of “prioritizing model procurement over systemic capacity-building”? Endowed with rich real-world industrial scenarios, how can China translate its scenario advantages into sustainable AI competitiveness? In this episode of SinoAI Insights, we are joined by Dr. Ning Ning, Vice President of International Business & AI Consulting at 01.AI. Centered on the core thesis that “access is not absorption”, we explore how AI can align with an organization’s real-world business contexts, refine supporting rules and authority-and-governance mechanisms, build business systems with swappable underlying foundation models architectures, and foster human-in-the-loop capabilities. The conversation also focuses on talent development and organizational transformation, mapping out actionable pathways for enterprise-level, industrial-scale and sovereign-AI implementation.

Host

·XIAO Qian, Deputy Director, Center for International Security and Strategy, Tsinghua University

Guests

·Ning Ning, Vice President, International Business & AI Consulting, 01.AI

Shownotes

02:50 The Shifting AI Divide: From Model Access to Absorptive Capacity

10:00 Dissecting Five Core Pillars of AI Absorptive Capacity

21:25 Governance Framework and Human‑in‑the‑Loop Learning Mechanism

24:00 Moving Beyond Foundation Models Toward Institutional Intelligence

26:28 Enterprise AI Transformation: Top‑Level Sponsorship, Organizational Memory and Durable Competitive Advantages

42:15 TrueNorth Decision Hub: Real‑World AI Practice for Executives

45:08 Sovereign AI and Capacity Building for Developing Countries

50:42 Opportunities and Constraints for China’s AI Deployment and the Core of Next‑Round AI Competition

52:54 Fresh Perspectives on International AI Cooperation

Team

Executive Producer：XIAO Qian

Producers：LIU Yuan、WANG Yexu

Content Assistant：ZHONG Junwen

Podcast Editor：GAO Meilin

Graphics Designer：GAO Meilin