2026
4 篇文章近 200 家新創連署：別封殺中國開源權重模型
Little Tech Association 在 7 月 22 日代表近 200 家公司致函川普政府，反對限制中國開源權重模型；新創擔心成本暴增、公司倒閉，OpenAI 與 Anthropic 則在華府聯手警告開源權重風險，兩條陣線正面交鋒。
閱讀文章 ↗Kimi K3 登場：2.8T 參數、百萬 Token Context，開源模型走向長程 Agent
Moonshot 發布 Kimi K3：2.8T 參數的開源 3T 級模型，原生視覺、1M token context，主打長程 coding 與知識工作。本文整理 Delta Attention 架構、kernel 編譯器與晶片設計等案例、API 定價與 64 卡部署建議，以及官方自認仍落後 Fable 5 與 GPT 5.6 Sol 的誠實定位。
閱讀文章 ↗Cursor Composer 2 被抓包以 Kimi K2.5 為底：開源權重的署名難題
2026 年 3 月 20 日 Cursor 發表 Composer 2，數小時後即有開發者從 API 流量裡的 model ID 讀出底模為 Moonshot 的 Kimi K2.5。Cursor 兩天後承認，引發開源授權合規與行銷透明的產業論戰。
閱讀文章 ↗Kimi K2.5 開源釋出：原生視覺加上 Agent Swarm 多代理協作
Moonshot AI 於 2026 年 1 月 27 日發表 Kimi K2.5：MIT 授權的開源 MoE model，具備原生視覺與 Agent Swarm 多代理協作。本文解析它對自架多模態 agent 堆疊與多代理系統生態的意義。
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2026
4 ARTICLESStartups Ask Trump Not to Cut Off Chinese Open-Weight AI
Nearly 200 startups urged the White House not to block Chinese open-weight models, while OpenAI and Anthropic warn Washington about open-weight risks. Two camps, one policy fight.
READ POST ↗Kimi K3 Arrives: 2.8T Parameters, Million-Token Context, Open Models Go Long-Horizon
Kimi K3: a 2.8T open 3T-class model with native vision and 1M-token context for long-horizon coding. The architecture, kernel and chip cases, pricing, and the gap to Fable 5 and GPT 5.6 Sol.
READ POST ↗Cursor Composer 2 Caught Building on Kimi K2.5 Weights
Cursor launched Composer 2 as its own model; a leaked API model ID exposed its Kimi K2.5 base within hours. Cursor's admission ignited an open-weights attribution debate.
READ POST ↗Kimi K2.5 Goes Open Source: Native Vision and Agent Swarm Coordination
Moonshot AI released Kimi K2.5 on January 27, 2026: an MIT-licensed open-source MoE model with native vision and Agent Swarm coordination. What it means for self-hosted agent stacks.
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