r/MachineLearning· /u/bluebalam·· 3 小时前AI 评分33
闭源 API 还是开放权重：AI 智能体的所有权之争
"Not your weights, not your product" [D]
AI 导读
基于闭源 API 构建智能体，你拥有的是 harness，但"租用"的是模型大脑——模型何时退役、行为如何、成本多少都由提供商决定。开放权重加宽松许可证则让你获得所有权，代价是自行承担评测与部署。讨论聚焦三大现实阻碍：质量差距、评测投入还是服务部署。
正文
Build an agent on a closed API and you own the harness but rent the brain. The provider decides when the model retires, how it behaves, and what it costs. Open weights with a permissive license give you ownership, at the price of doing your own evals and serving.
What's the real blocker for you: the quality gap, the eval effort, or serving?
submitted by /u/bluebalam
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来源：r/MachineLearning · reddit.com