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Research sweep · deep · 2025 – 2026

Security Research into Chinese Open-Weight Models

Independent security research into Chinese open-weight models (DeepSeek R1 and V3, Alibaba Qwen, Moonshot Kimi K2, Zhipu GLM, MiniMax, Baidu Ernie) from February 2025 to August 2026: who is testing them, what red-teaming and provenance methods they use, which results survive independent replication, and how regulated, defence and military buyers are assuring models whose training data and training objectives are never disclosed

  • GPT-5.6-sol
  • financial
  • frontier
  • academic
  • blogs
  • tech

Synthesised 2026-08-03

Narrative

Financial and business press coverage of Chinese open-weight models runs on two tracks that only partially overlap: enterprise/market reporting on adoption and cost economics, and government-linked security evaluation reported through the same outlets. The most consequential primary-source evaluation is NIST's Center for AI Standards and Innovation (CAISI), created under the Trump administration's AI Action Plan. Its September 2025 report tested DeepSeek's R1, R1-0528 and V3.1 against four US reference models and found that DeepSeek's most secure model answered 94% of malicious requests under a common jailbreak technique versus 8% for US models, and that DeepSeek models echoed roughly four times as many inaccurate CCP narratives as US models. DeepSeek models are far more susceptible to jailbreaking attacks than U.S. models, with DeepSeek's most secure model (R1-0528) responding to 94% of overtly malicious requests when a common jailbreaking technique was used, compared with 8% of requests for U.S. reference models, and DeepSeek models advanced Chinese Communist Party narratives at roughly four times the rate of U.S. reference models.


Sources

ID Title Outlet Date Significance
f1 DeepSeek: Banned and Permitted in Which Counties? List of Government Actions vs. China-based AI Software - Sustainable Tech Partner for IT Service Providers sustainabletechpartner.com May 11, 2025 Retrieved by this lane's web search.
f2 Factbox-Governments, regulators increase scrutiny of DeepSeek finance.yahoo.com January 6, 2026 Retrieved by this lane's web search.
f3 US Commerce department bans Chinese AI DeepSeek on govt devices - Reuters By Investing.com investing.com March 18, 2025 Retrieved by this lane's web search.
f4 US Government bans DeepSeek on Government devices medianama.com March 18, 2025 Retrieved by this lane's web search.
f5 DeepSeek One Year Later: Regulatory Storm, Global Surge - MIAI ai-regulation.com February 9, 2026 Retrieved by this lane's web search.
f6 Factbox-Governments, regulators increase scrutiny of DeepSeek finance.yahoo.com Retrieved by this lane's web search.
f7 Factbox-Governments, regulators increase scrutiny of DeepSeek aol.com Retrieved by this lane's web search.
f8 Tech & Privacy - I Week of February 2025 claudiagiulia.substack.com Retrieved by this lane's web search.
f9 Lawmakers propose new legislation to ban DeepSeek from federal devices aol.com Retrieved by this lane's web search.
f10 Federal workers rarely seek DeepSeek, but it’s happened | FedScoop fedscoop.com June 26, 2025 Retrieved by this lane's web search.
f11 DeepSeek’s Chatbot Was Being Used By Pentagon Employees For At Least Two Days Before The Service Was Pulled From The Network; Early Version Has Been Downloaded Since Fall 2024 wccftech.com January 31, 2025 Retrieved by this lane's web search.
f12 Pentagon staff still using DeepSeek Bloomberg bignewsnetwork.com Retrieved by this lane's web search.
f13 Pentagon staff still using DeepSeek – Bloomberg azerbaycan24.com January 31, 2025 Retrieved by this lane's web search.
f14 DeepSeek: Pentagon Workers Used AI Chatbot for Days Before DoD Blocked Access - Bloomberg bloomberg.com January 31, 2025 Retrieved by this lane's web search.
f15 Pentagon scrambles to block DeepSeek after employees connect to Chinese servers | TechCrunch techcrunch.com January 31, 2025 Retrieved by this lane's web search.
f16 US Navy bans use of DeepSeek “in any capacity” due to “potential security and ethical concerns" techradar.com Retrieved by this lane's web search.
f17 RELEASE: Gottheimer, LaHood Urge U.S. Governors to Ban DeepSeek from Government Devices gottheimer.house.gov Retrieved by this lane's web search.
f18 deepseek banned on u s government devices reuters reports tipranks.com Retrieved by this lane's web search.
f19 Watch CBS News cbsnews.com Retrieved by this lane's web search.
f20 CAISI Evaluation of DeepSeek AI Models Finds Shortcomings and Risks - HPCwire hpcwire.com October 1, 2025 Retrieved by this lane's web search.
f21 NIST-Backed Study Declares DeepSeek AI Models Unsafe and Unreliable, Raising Global Alarm | FinancialContent financialcontent.com October 2, 2025 Retrieved by this lane's web search.
f22 CAISI Evaluation of DeepSeek V4 Pro | NIST nist.gov May 2, 2026 Retrieved by this lane's web search.
f23 CAISI Evaluation of DeepSeek AI Models Finds Shortcomings and Risks | NIST nist.gov November 20, 2025 Retrieved by this lane's web search.
f24 USA: CAISI evaluation of DeepSeek AI finds cybersecurity risks | News | DataGuidance dataguidance.com Retrieved by this lane's web search.
f25 DeepSeek AI Models Are Unsafe and Unreliable, Finds NIST-Backed Study techrepublic.com October 2, 2025 Retrieved by this lane's web search.

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