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DeepSeek and MiniMax have completed the AI model overseas registration procedures, navigating the compliance process for open-source release and overseas licensing of large models. MiniMax's technology export registration this time covers some recently released and soon-to-be-released models, spanning both open-source release and overseas licensing scenarios. Previously, the Ministry of Commerce and the Ministry of Science and Technology publicly solicited opinions on October 16 regarding the re

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DeepSeek and MiniMax have completed the relevant registration procedures, fully establishing the compliance processes for the open-source release and overseas licensing of their large models. According to Science and Technology Innovation Board Daily, MiniMax's technology export registration this time covers some recently released and soon-to-be-released models, spanning two major scenarios: open-source releases and overseas licensing. Previously, on October 16, the Ministry of Commerce and the

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Ye Jun, former vice president of Alibaba Group, admitted candidly at the TGC Tech Growth Conference that large models are iterating too fast, and he worries that the agent platform built by his startup Shenkong Zhixu could be replaced by the next generation of models. Zhou Jie of General Atlantic pointed out that the boundary between AI-native applications and foundation model capabilities is unclear, some functions may be covered by big tech, and the technology curve and commercialization curve

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AI video generators produce temporally coherent frames from text, images, video, or control signals, while striving to maintain motion and scene consistency. The pipeline can be broken down into five steps: encoding prompts and reference materials, initializing a noisy spatiotemporal representation, jointly predicting motion and appearance, denoising or transporting the latent, and decoding, upsampling, and checking temporal consistency. The article emphasizes that the key difference from indepe

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The National Artificial Intelligence Application Pilot Base (Automotive Direction), led by China Mobile, released the first automotive industry AI foundation at the 2026 World Intelligent Connected Vehicles Conference. It manages 112.7 EFLOPS of computing power, covers four major domains—R&D, manufacturing, intelligent driving, and testing—and launches six intelligent agents, opening shared access to the entire industry starting today. Positioned as "neutral and not building cars, with fully ope

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Pet smart hardware company Orange Cat Universe recently completed a Pre-A round financing of tens of millions of yuan, with Professor Gao Bingqiang and his Gaofeng Patience Fund, Qianhai Innovation Investment, and Changlei Venture Capital continuing to add investment; the funds will be used for technological innovation, product iteration, patent system development, and global offline channel expansion. The first product, PawSwing Neo, is a powerless pure-mechanical cat bed grooming collector, pr

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The Shanghai Municipal Commission of Economy and Informatization issued the "Shanghai Action Plan for Accelerating the High-Quality Development of AI-Empowered Industrial Services (2027-2028)," proposing that by 2028 the AI application penetration rate in the industrial services sector reach over 85%, strive to cultivate 10 digital-intelligent native unicorn enterprises, build 5 industry-level collaborative design platforms, and promote 500 high-quality enterprises to build Shanghai advanced-lev

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36Kr sorted through the product moves of eight companies—Tencent, Alibaba, Baidu, ByteDance, and Moonshot AI, Zhipu, MiniMax, DeepSeek—across ten AI tracks over four years, finding that competition cycles have shortened, product lifecycles have grown shorter, and renaming, integration, and shutdowns have become the norm. Tencent QClaw went from public beta on March 20 to announcing service shutdown arrangements on September 24, just 188 days, with user data to be migrated to WorkBuddy; Alibaba's

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In the first half of 2026, global humanoid robot shipments were about 19,000 units, with Chinese manufacturers' share rising to over 97%; in 2025, global shipments were about 25,000 units, with China accounting for about 52%, and global embodied intelligence financing exceeded USD 11 billion. The report notes that the industry has entered its first year of mass production and a commercialization inflection point, but the ratio of intended orders to actual deliveries is only about 10%–20%, and co

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The three AI 3D companies VAST, Meshy, and Yingmou raised a combined total of over 8 billion yuan in half a year, among which VAST raised over 5 billion yuan in half a year with a valuation of $2 billion, and Meshy completed a $400 million funding round with a post-money valuation of $1.5 billion. As of the end of September, Meshy's ARR exceeded $100 million, and the ARR of VAST and Yingmou also reached tens of millions of dollars. The three have different roadmaps: VAST wants to build a 3D vers

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The Shanghai Municipal Commission of Economy and Informatization released the "Shanghai Action Plan for Accelerating the High-Quality Development of AI-Empowered Industrial Services (2027-2028)", proposing that by 2028 the penetration rate of AI applications in industrial services reach over 85%, striving to cultivate 10 digitally native unicorn enterprises. The plan provides funding support ranging from up to 5 million to 20 million yuan for stages including R&D and design, supply chain service

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Sunmi Technology held the SDC 2026 Developer Conference in Shanghai, launching the business-specific AI agent "Hi Sunmi," which supports voice interaction, business self-diagnosis, customer flow analysis, and intelligent marketing. On the hardware side, Sunmi partnered with Intel to launch Windows-architecture commercial terminals such as the FLEX 32 WIN and T3 PRO WIN, enabling parallel Android and Windows ecosystems. The Sunmi Magic AI agent platform has served nearly 40,000 merchants, and Sun

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On October 22, MiniMax (0100.HK) closed down 6.52% at HK$160.7 per share, with total market value falling to HK$56.6 billion, falling below the IPO price of HK$165 per share for the first time since listing. Compared with the high of HK$1,330 per share in March, the stock price has fallen nearly 90%, and the value of founder Yan Junjie's stake has dropped from more than HK$100 billion to about HK$12.7 billion. The article attributes the pullback to the flagship model M3 not being updated for fou

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The China Association for Science and Technology Intelligent Manufacturing Society Federation has publicly announced the 10 shortlisted projects for the "2026 Top Ten Scientific and Technological Advances in China's Smart Manufacturing," with the public comment period running from October 22 to October 28, 2026. The shortlisted projects cover directions including high-speed high-precision placement machines, industrial autonomous intelligent manufacturing systems based on an AIoT integrated arch

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Microsoft AI has released the AI diagnostic system MAI-DxO and the step-by-step diagnostic benchmark SDBench, with the related results published in Science. On 304 complex NEJM cases, MAI-DxO achieved a diagnostic accuracy of 83%, compared with 36% for doctors with external reference materials and 22% without reference materials; on common emergency cases in MIMIC-IV-ED, MAI-DxO scored 80%, compared with 47% for doctors. The system selects examination items step by step through multi-round debat

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IskayPet built an enterprise knowledge assistant on Amazon Bedrock Managed Knowledge Bases, covering retail operations, veterinary care, HR onboarding, and procurement, supporting four languages across three countries without self-managing RAG infrastructure. The assistant ingests existing documents directly through the native SharePoint connector, combines hybrid search of semantic and BM25 keyword search, managed reranking, and document-level permission controls, and returns answers with sourc

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The n8n blog reviews model hallucination detection methods in AI agent workflows, classifying hallucinations into four categories—factual, contextual, fabricated, and self-contradictory—and advocates layered detection rather than a single score. Specific techniques include DeepEval-based faithfulness and groundedness checks, self-consistency checks via multiple sampling comparisons, semantic entropy uncertainty estimation, external source verification, and routing by confidence thresholds with h

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Maternal and baby technology company Two Rabbits has launched three AI hardware products across three major scenarios—travel safety, physical health, and hands-free feeding: the Qiuzhi 3 AI safety seat, the Ori Ring smart ring, and the FreeAir AI hands-free breast pump. The Qiuzhi 3 is equipped with a children's conversational large model and voice cloning technology, while the Ori Ring features a 6.1mm ring body and supports prediction of menstrual cycles and fertile windows. The three products

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