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Moonshot AI

Seeking the optimal conversion from energy to intelligence

Built by Moonshot AI to empower everyone to be superhuman. @Kimidevs built for developers ⚡️API: https://t.co/XCrgjXAqMw DC: https://t.co/wBsBTn6Ncc
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About

Kimi K3 is Moonshot AI's newest foundation model, a 2.8 trillion parameter mixture-of-experts system with a 1 million token context window and native support for text and images. It is suited for complex coding, knowledge work, and long-horizon agentic workflows, and is particularly strong at navigating large repositories, using tools and running extended agent loops, which is where most model competition is now concentrated. The target user is a developer or applied AI team that wants frontier-class capability without being locked to a closed API. The launch matters because Moonshot calls it the world's first open 3T-class model , and the company has committed to publishing the full weights, giving teams the option to self-host. Architecturally, Moonshot introduced Kimi Delta Attention (KDA), a hybrid linear attention mechanism that it states enables up to 6.3x faster decoding in million-token contexts , alongside a second mechanism called Attention Residuals aimed at improving efficiency at depth. The model is already reachable through Kimi.com, the Kimi mobile apps, and the company's API, with a separate developer surface under Kimidevs. Moonshot AI is a Beijing-based lab founded in March 2023 by Yang Zhilin, Zhou Xinyu and Wu Yuxin who were schoolmates at Tsinghua University . Yang, the CEO, is also the co-author of the papers relating to XLNet and Transformer-XL , and the company has positioned itself, alongside DeepSeek and Alibaba's Qwen team, as one of the main Chinese labs shipping open-weight models at frontier scale. K3 is the clearest statement yet of that ambition.
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B2CAI agentB2D (developers)Product launchGlobalSeries C+Open source5M+DemoUS
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Priya Vatsal3d ago

ok wait, K3 already? feels like K2 just learned to walk. Moonshot really out here doing versioning like a nightly build.

Hanwen Zhao3d ago

curious what the training compute story looks like here versus K2. any technical report dropping or is this a vibes-first launch?

Tomas L.3d ago

'Seeking the optimal conversion from energy to intelligence' is a beautiful sentence for a physics paper and a terrible one for a landing page. Try: 'Turning watts into wits.'

Chidi Okonkwo3d ago

the launch video opens with three seconds of ambient synth before anything happens. you lost half the scroll crowd before the logo even faded in.

Marisol Reyes3d ago

hot take: @Kimidevs as a separate handle is smart positioning. splitting the consumer story from the dev story before the confused-tweet phase kicks in.

Lasse Berg3d ago

wild that a lab this small keeps shipping frontier drops while some 500-person orgs are still tuning their announcement Notion doc.

Benoît Clerc3d ago

the thumbnail is just the letter K on a gradient. bold choice. either extremely confident or the designer went to lunch.

Yuki Tanabe3d ago

every model launch promises 'superhuman' and every model launch still can't count the r's in strawberry. show me the eval before the epithet.

Rohan Mehta3d ago

genuine question as someone new here: what's the difference between K2 and K3 in practical terms? the tweet just says 'meet' and then a link.

Amara O.3d ago

already telling my portfolio founders to swap over for the coding tasks. if the API pricing holds up this is going to hurt some incumbents this week.

Kirill Sobol3d ago

reply guys asking for benchmarks in the QTs and the team is just posting the demo video on loop. classic moonshot patience move.

Fatima Zahra3d ago

would love to chat with someone on the team about the K3 architecture story before the western coverage cycle catches up. DMs open, always polite, never pushy.

Davood F.3d ago

tweet copy is four links and a name. no hook, no diff, no receipts. the model might be great but the launch reads like an internal ping.