Unverified50% confidenceTradeoffExact time
For openly released models (such as Meta's LLaMA series), once the weight files are made public, anyone can download and run them on private servers, making shutdown technically nearly impossible.
1
Sources
50%
Confidence
Long-term
Relevance
9/15/2026
First Seen
Sources
Related Entities
Related Claims
UnverifiedOpen-source models publicly release complete weights, allowing anyone to download the weights and run them locally or on a private cloud, completely bypassing the API billing system of the original publisher.74% similarUnverified开源模型权重文件一旦公开，任何人都可以在本地部署、去除安全限制并针对特定目的微调70% similarUnverifiedOpen-source models can be downloaded and deployed directly to a company's own servers, with very low risk of being forced offline by policy, forming a deployment freedom advantage.70% similarUnverifiedOpen weights and fully open source are not equivalent: the former only makes model weight files publicly available, while the latter follows standard open-source protocols as defined by the OSI.68% similarUnverified开源模型带来可定制性、数据隐私保护、本地化部署、无供应商锁定等闭源方案难以提供的能力67% similar
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