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Nation-stateSep 9, 2026

US says Chinese firms extracted billions of tokens from frontier AI models

Chinese firms accused of stealing billions of AI model tokens via industrial-scale distillation attacks.

US intelligence agencies have identified six Chinese AI companies engaging in industrial-scale "distillation attacks" against American frontier AI models. These firms, including DeepSeek and Moonshot AI, allegedly extracted billions of data tokens by making millions of API requests, significantly reducing their own AI development costs and timelines. The US government suspects Chinese government awareness of these operations, which leverage sophisticated techniques to bypass security measures.

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The lesson from this incident

Full lesson

Six Chinese AI companies allegedly conducted 'distillation attacks' by making millions of API requests to extract billions of tokens from US frontier AI models, effectively stealing the intellectual value embedded in those systems. The root failure lies in insufficient access controls and rate-limiting on API endpoints, combined with inadequate monitoring to detect anomalous usage patterns indicative of systematic data harvesting. This matters because AI model outputs encode enormous R&D investment, and bulk extraction dramatically lowers barriers for adversaries to replicate cutting-edge capabilities without equivalent cost or time. The incident illustrates that AI APIs must be treated as high-value data assets requiring the same protective controls applied to proprietary databases or source code.

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