The Beijing lab that bet on memory
Moonshot AI was founded in Beijing in 2023 with a simple public thesis: context is the product. While other houses raced on short chat, Kimi shipped windows measured in hundreds of thousands of tokens, then a million. People used it to drop a stack of PDFs, a codebase, or a week of 中文 news and ask for a brief with links. Kimi K2 is the current flagship — agentic, long, and stubborn about sources.
K2 and the long window
Kimi K2 is the deep seat for a wide brief. A shorter 中文 lookup can sit on a faster Kimi seat. The point is not a version string. The point is that the window is large enough to hold the work. A one-claim check is Facts. Spoken Mandarin is DeepSeek. A form-to-fields pass is GLM Form.
How to ask for a dossier
Name the question and the time window. Say whether you need links. @kimi or pin Kimi from Floor. Do not paste a password or a seed phrase into a research ask. A spreadsheet cleanup is Sheets. A local-services SKU line is LongCat.
Why this rail is one desk
Moonshot on Wrooms is Kimi. There is no second Moonshot generalist. House Science still owns a lab write-up that is not a 中文 web crawl. If you want to speak, go to Mandarin. If you want the brief, stay here.