Unverified50% confidenceDecision RuleExact time
本地部署核心原则是优先保证模型能全部驻留显存运行，一旦触发CPU卸载机制，再强的显卡也会被内存带宽和PCIe总线拖累
1
Sources
50%
Confidence
Long-term
Relevance
7/11/2026
First Seen
Sources
Related Claims
Unverified本地化处理架构通过消除中心化数据存储将攻击面从一个高价值目标分散为数百万独立设备，但牺牲了云端同步和集中管理等便利性71% similarUnverifiedLocal-first architecture uses data structures such as CRDTs to solve the consistency challenge of multi-device synchronization, compressing operation latency from the network level down to the memory access level.69% similarUnverifiedLocal-first software emphasizes seven core principles: fast response, multi-device support, offline availability, collaboration capability, long-term data preservation, user privacy protection, and full user ownership of data.68% similar
Cite This Claim
Stable URI
https://kongchang.com/claim/486092API
curl https://kongchang.com/api/v1/knowledge/claims/486092MCP
get_claim(id=486092)