Woofun AI observes that recent API blocking measures aimed at disrupting China's large model distillation pathways are fundamentally ineffective against the broader industry. Kevin S. Xu, founder of Interconnected Capital, argues that adversarial distillation is merely a desperate shortcut adopted by independent labs such as DeepSeek, Dark Side of the Moon, and MiniMax due to severe data scarcity. These entities lack the robust ecosystem support enjoyed by major tech conglomerates.

Conversely, laboratories backed by Alibaba, ByteDance, and Xiaomi possess vast proprietary scenario data comparable to global leaders like Google and Apple, eliminating their reliance on distillation techniques. The perceived 'data advantage' in China is largely a misconception, as the domestic market lacks a mature commercial data supply chain akin to Scale AI or Surge.

However, this gap is a low-entry commercial issue rather than a technological barrier. Ultimately, skilled Chinese developers are expected to transcend theoretical constraints imposed by student-teacher model dynamics, ensuring that US blockade policies fail to impede the long-term progress of Chinese artificial intelligence.