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Moonshot AI Secures 20,000 NVIDIA Blackwell Chips via Alibaba to Power Kimi K3 Architecture According to undisclosed industry sources, Chinese AI startup Moonshot AI  the developer behind Kimi K3 , currently recognized as one of the most powerful open-weights AI models has secured an agreement to acquire an additional 20,000 NVIDIA Blackwell GPUs mediated through e-commerce and cloud giant Alibaba . Previous reports indicate that Moonshot AI relied on a cluster of approximately 20,000 NVIDIA Hopper-architecture chips sourced through entities in Southeast Asia (a region U.S. regulatory scrutiny previously identified as including Thailand). However, regarding past hardware access, Alibaba explicitly issued a public denial stating it had never provided Moonshot AI with access to NVIDIA H200 accelerators. The relationship between Moonshot AI and Alibaba represents a classic tech industry dynamic of simultaneous competition and partnership (coopetition). While Alibaba serves as a majo...

Moonshot AI Releases Kimi K3 Open Weights Under Custom License with Instant Cloud Ecosystem Support Moonshot AI has officially released its highly anticipated Kimi K3 open-weight model, delivering on its previous roadmap promises. The model is distributed under the proprietary Kimi K3 License , which grants open access and modification rights while establishing clear commercial and attribution thresholds for enterprise scale. Under the license terms: MaaS Providers: Model-as-a-Service (MaaS) hosting platforms generating over $20 million in annual revenue must enter into a formal commercial agreement with Moonshot AI before offering Kimi K3 hosting services. Third-Party Applications: Developers and companies building downstream products on Kimi K3 can do so freely. However, services exceeding 100 million monthly active users (MAU) or $20 million in annual revenue are required to prominently display "Kimi K3" branding within their product interfaces. Architecturally, Kim...

White House Accuses China’s Moonshot AI of Covert Model Distillation and Exploiting Banned Hardware Links Michael Kratsios , Director of the White House Office of Science and Technology Policy (OSTP), has publicly accused Beijing-based Moonshot AI of conducting a large-scale, covert "distillation" campaign against Anthropic’s flagship Claude Fable model to develop its latest Kimi K3 system. According to Kratsios, Moonshot built a sophisticated internal orchestration platform designed to rapidly cycle through multiple prompt-routing and access methods. This obfuscation mechanism was specifically engineered to bypass rate limits and automated detection systems implemented by U.S. frontier AI labs. In addition to software-level IP theft allegations, the White House official disclosed that Moonshot accessed servers equipped with restricted NVIDIA GB300 accelerators NVIDIA’s high-end Blackwell-architecture systems located in Thailand to support its model training pipelines, ...

Moonshot AI Optimizes Kimi K2.6 on AMD MI355X Chips, Achieving 3.2x Faster TTFT via Custom 'UMBP' Storage System Following the global attention captured by its flagship Kimi K3 model which demonstrated reasoning capabilities outperforming Anthropic’s Claude 3 Opus across several benchmarks   Moonshot AI has detailed its deep hardware-level optimization work on the Kimi K2.6 model running on AMD Instinct MI355X accelerators. By fully exploiting AMD's architectural features, the engineering team achieved dramatic improvements in API throughput and latency reduction. At the core of Moonshot’s technical breakthrough is a custom-engineered storage architecture named Unified Memory & Bandwidth Pool (UMBP) . Built specifically for Key-Value (KV) cache management during prompt processing, UMBP addresses a critical bottleneck in traditional LLM serving systems, which often lack optimizations tailored for agentic, multi-step workflows . UMBP dynamically calculates available s...

Moonshot AI Launches 'Kimi Work' Desktop Agent to Challenge Claude Cowork Despite Server Capacity Crunch Hot on the heels of the viral surge that temporarily forced the company to pause new user sign-ups due to server capacity limits, Moonshot AI has officially unveiled its next-generation productivity ecosystem: Kimi Work . Designed as a direct competitor to Anthropic’s Claude Cowork , the new application transitions Moonshot’s AI architecture from a passive conversational chatbot into an active, autonomous desktop work assistant. Featuring a streamlined workspace user interface that mirrors modern enterprise collaboration tools, Kimi Work is built to execute complex multi-step workflows natively on the user's operating system. Key features include: Persistent & Scheduled Workflows: Capable of running asynchronously in the background or executing scheduled recurring tasks automatically. Native Browser Automation: Features built-in browser control capabilities, allow...

Moonshot AI Halts New User Registrations for Kimi K3 Following Explosive Demand Spike and Compute Shortages Chinese artificial intelligence startup Moonshot AI has officially suspended new user sign-ups for its widely acclaimed Kimi K3 model, citing unprecedented server load and a sudden compute capacity bottleneck. The temporary freeze comes just 48 hours after Kimi K3’s public debut, which sparked an immediate viral surge across the global developer and tech communities. In an official statement, Moonshot AI explained that the overwhelming influx of traffic pushed its server infrastructure and processing clusters to maximum capacity. To safeguard the operational quality and service reliability for existing users, the company made the tactical decision to pause new account creations. Moonshot reassured current active subscribers that their service performance remains unaffected and confirmed that new user onboarding will resume as soon as additional hardware capacity is provisioned...

Moonshot AI Unveils Kimi K3: A Massive 2.8T Open-Source Multimodal Powerhouse Set to Outpace Top Proprietary Models Moonshot AI , a prominent vanguard in China's generative AI landscape, has officially introduced its newest flagship model, Kimi K3 . Boasting a staggering scale of 2.8 trillion total parameters , Kimi K3 brings massive architectural advancements to the table, featuring native multimodal image support and a robust 1 million token context window . Early benchmark data demonstrates that the model comfortably secures its position within the elite global tier of frontier AI systems. Kimi K3’s coding performance is turning heads across the developer community. In specialized software engineering benchmarks including DeepSWE, Terminal Bench, and SWE Marathon Kimi K3 consistently surpassed Anthropic's Claude 4.8 Opus across all evaluated tasks, while managing to outperform other next-generation proprietary giants like Fable 5 in several key evaluation suites. Architect...

Moonshot AI Unveils Kimi K2.7 Code: A 1T MoE Titan Trimming 'Overthinking' by 30% to Undercut Western AI Rivals Prominent Chinese artificial intelligence pioneer Moonshot AI , celebrated for its flagship Kimi ecosystem, has officially released its next-generation specialized programming model: Kimi K2.7 Code . Building upon the foundations of the previous K2.6 iteration, this new release brings substantial architectural refinements focused on compute efficiency and precision. Kimi K2.7 Code is built on a massive 1-Trillion parameter (1T) Mixture-of-Experts (MoE) topology. However, utilizing a highly optimized routing framework, the system dynamically activates only 32 Billion (32B) parameters per individual inference pass. While recent code-generation benchmarks demonstrate clear performance leaps over Kimi K2.6, Moonshot AI acknowledges that the model's absolute complex reasoning capabilities still trail behind Western heavyweight counterparts like OpenAI’s GPT-5.5 and A...