Executive Summary

  • The White House OSTP has issued a memo targeting China’s ‘industrial-scale’ distillation of US AI models, initiating a new intelligence-sharing framework with private AI labs like Anthropic and Google.

Strategic Deep-Dive

The geopolitical landscape of artificial intelligence has entered a more confrontational phase as the White House Office of Science and Technology Policy (OSTP) released a formal memo accusing Chinese entities of performing ‘industrial-scale’ model distillation. In the technical hierarchy of AI development, distillation is the process of using a superior ’teacher’ model’s outputs to train a more efficient ‘student’ model. While legitimate in research, the OSTP characterizes the current Chinese efforts as a strategic circumventing of intellectual property, allowing rivals to match frontier capabilities without the multi-billion dollar R&D and compute costs incurred by U.S.

labs.

Quantifying the Data Exfiltration

The memo highlights staggering figures from private sector investigations. Anthropic identified a coordinated campaign by DeepSeek, MiniMax, and Moonshot AI involving the deployment of 24,000 fraudulent accounts designed to bypass rate limits. These accounts generated over 16 million outputs, providing a rich dataset for Chinese models to replicate Anthropic’s proprietary reasoning and safety protocols.

Similarly, OpenAI flagged DeepSeek for distillation activities in early 2026, marking a pattern of systematic IP harvesting.

Public-Private Intelligence Integration

In response, the White House is institutionalizing an intelligence-sharing pipeline with OpenAI, Anthropic, and Google. This framework treats AI model weights and high-fidelity outputs as national strategic assets. The goal is to create a unified defensive posture, where the U.S.

government provides classified threat intelligence to private firms in exchange for granular data on adversarial usage patterns. This policy represents a fundamental shift: the U.S. government is no longer just a regulator but a central participant in the technological defense of private sector intellectual property against state-sponsored actors.