# OpenAI Thwarts Unauthorized AI Reasoning Extraction Linked to Moonshot AI

*Published October 2, 2026*
*Source: [https://thehackernews.com/2026/10/openai-disrupts-reasoning-extraction.html](https://thehackernews.com/2026/10/openai-disrupts-reasoning-extraction.html)*

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## Article

OpenAI has successfully identified and disrupted a campaign aimed at illicitly extracting protected reasoning from its AI models. This operation, attributed to individuals associated with Beijing-based Moonshot AI, began on July 1, 2026. The campaign saw a significant increase in activity on July 24 and 25, with 16,000 attempted requests from over 4,000 users. By July 28, 2026, OpenAI had fully shut down the campaign and implemented additional security measures. The attackers manipulated model interactions to reproduce protected reasoning without breaking encryption or accessing databases, violating OpenAI's terms of service.

OpenAI has taken steps to close a loophole that allowed the replay and recovery of encrypted reasoning. These measures include deploying mitigations, banning fraudulent accounts, and introducing checks to prevent the exposure of reasoning in streamed outputs. A study published in August 2026 revealed that an architectural vulnerability affected various AI models, including Claude, Gemini, and GPT. This vulnerability allowed encrypted reasoning traces to be compatible across different sessions and models, enabling attackers to create scalable decryption techniques.

The adversarial distillation process, which involves using one model's outputs to enhance another model, poses significant safety and national security risks. Extracted reasoning could lead to the development of models without the original safeguards, accelerating the transfer of advanced capabilities. Moonshot AI has previously faced similar accusations, including allegations from Anthropic regarding the misuse of customer requests with models like Claude and Kimi.