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Model Supply Chain
2 articles on model supply chain.
DeepSeek-V4.1-Flash "Abliterated Cybersecurity Unleashed": What It Is and the Risk It Creates
Hours after DeepSeek-V4.1-Flash shipped, a community "abliterated" overlay stripping its safety refusals — including cybersecurity-specific ones — appeared on Hugging Face. What it actually is, how it works, and how to assess the risk if it shows up on your network.
September 14, 2026
Abliterated Models Explained: What Refusal-Removed LLMs Like GLM-5.3-Cybersecurity Mean for Your Threat Model
A CISO guide to abliterated models: how "abliteration" surgically removes an LLM's refusal behaviour without retraining, why refusal-removed offensive-security releases such as GLM-5.3-CYBERSECURITY-FP8 are spreading on Hugging Face, where the real risk sits (shadow AI on laptops and agents with tools), how to detect them in your environment, and a free calculator that scores the risk of a specific deployment.
September 6, 2026