"AI is a tool. A hard limit on it, is a limit like any other tool has," wrote @genericrohan. "It's not deciding what the military can do, it is about setting a limit that the military can plan for."
Can I use it with CQRS or Event Sourcing?
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For implementers, the locking model adds a fair amount of non-trivial internal bookkeeping. Every operation must check lock state, readers must be tracked, and the interplay between locks, cancellation, and error states creates a matrix of edge cases that must all be handled correctly.
值得注意的是，DeepSeek 已与华为和寒武纪合作优化 V4 模型的运行环境，预计将显著提振本土半导体需求，加速 AI 推理环节向国产芯片靠拢。
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