Unverified50% confidenceFactExact time
Open-source models can be deployed locally in versions without safety fine-tuning, thereby completely bypassing vendors' safety controls
1
Sources
50%
Confidence
Long-term
Relevance
10/6/2026
First Seen
Sources
Related Entities
Related Claims
VerifiedOnce open-source model weights are made public, attackers can remove a model's safety restrictions through fine-tuning.80% similarUnverifiedOpen-source model weights that have already been distributed are nearly impossible to 'recall,' whereas traditional software vulnerabilities can be patched.73% similarUnverifiedOpen source ensures code transparency and auditability, local execution eliminates data transmission risks at the architectural level, and the combination of the two is a practical implementation of the zero-trust philosophy72% similarUnverifiedMainstream large models all undergo safety alignment training before release, causing them to refuse requests such as generating malware code, assisting with cyberattacks, or producing illegal content.72% similarUnverifiedOnce model weights are publicly released, anyone can download, fine-tune, and remove safety alignment measures, rendering the traditional gatekeeper model ineffective.71% similar
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