Technically, Linux ID is built around decentralized identifiers (DIDs). This is a W3C‑style mechanism for creating globally unique IDs and attaching public keys and service endpoints to them. Developers create DIDs, potentially using existing Curve25519‑based keys from today's PGP world, and publish DID documents via secure channels such as HTTPS‑based "did:web" endpoints that expose their public key infrastructure and where to send encrypted messages.
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以 DeepSeek 自己做的蒸馏尝试为例：基于隔壁千问蒸馏自家的 R1 模型后得到的 DeepSeek-R1-Distill-Qwen 1.5B 这个小模型，仅靠 7000 条样本和极低的计算成本，就在 AIME24 数学竞赛基准上超越了 OpenAI 的 o1-preview。