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One challenge is having enough training data. Another is that the training data needs to be free of contamination. For a model trained up till 1900, there needs to be no information from after 1900 that leaks into the data. Some metadata might have that kind of leakage. While it’s not possible to have zero leakage - there’s a shadow of the future on past data because what we store is a function of what we care about - it’s possible to have a very low level of leakage, sufficient for this to be interesting.

Windows 365 是微软提供的云端虚拟 PC 服务,用户无需本地高性能硬件即可远程使用托管在云端的数据中心中的 Windows 电脑,主要面向企业和办公场景,与面向游戏的 Xbox Cloud Gaming 属于同一类云串流思路的延伸。 早在 2024 年,微软就发布了首款面向该服务的轻客户端设备 Windows 365 Link,如今则在这一基础上新增两款合作伙伴设备。,更多细节参见搜狗输入法2026

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