Lemon AI的核心方案是全栈开源+本地化部署。企业可以在自有Docker环境中调用DeepSeek V3、Kimi K2、Qwen-3等主流开源模型，数据无需上传至第三方服务器。对于金融、医疗等对数据安全极为敏感的行业，这种“不出本地”的方式更好的解决了企业担心的数据安全问题。
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For reinforcement learning training pipelines where AI-generated code is evaluated in sandboxes across potentially untrusted workers, the threat model is both the code and the worker. You need isolation in both directions, which pushes toward microVMs or gVisor with defense-in-depth layering.
Мерц резко сменил риторику во время встречи в Китае09:25
“We find that consumer prices have risen disproportionately in categories facing larger tariff increases,” Goldman Sachs said in a note to investors and analysts last autumn. An updated forecast this week estimated that “tariff pass-through increased core PCE (personal consumption expenditure) prices by about 0.7% through January and will raise prices by a further 0.1% in the remainder of 2026.”