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  1. 36Kr · AI

    MaaS Has Arrived: Anthropic Turns an Operating Profit for the Quarter, China's Public Cloud MaaS Revenue Reaches 10.63 Billion Yuan in Half a Year

    Anthropic's revenue in the second quarter of this year was 11.555 billion US dollars, achieving an operating profit of 974 million US dollars for the first time, with about 80% of revenue coming from pay-as-you-go billing. IDC data shows that in the first half of 2026, China's public cloud MaaS market revenue reached 10.63 billion yuan, up 889.4% year on year, and its share of public cloud PaaS revenue rose from 5.2% in the second half of last year to 21.0%. Zhipu's open platform and API revenue was 825 million yuan, accounting for 86.5% of total revenue; Volcano Engine ranked first with a 45.1% share. The article argues that model services can now generate gross profit, and the unit of competition has shifted to inference optimization and delivery capability.

    Anthropic's revenue in the second quarter of this year was 11.555 billion US dollars, achieving an operating profit of 974 million US dollars for the first time, with about 80% of revenue coming from pay-as-you-go billing. IDC data shows that in the first half of 2026, China's public cloud MaaS market revenue reached 10.63 billion yuan, up 889.4% year on year, and its share of public cloud PaaS revenue rose from 5.2% in the second half of last year to 21.0%. Zhipu's open platform and API revenue

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  2. 36Kr · AI

    AI data centers are crowding out memory capacity, and PC and smartphone shipments both fell sharply in the third quarter of 2026

    In the third quarter of 2026, global PC shipments fell 20.1% year on year to 62.7 million units, and smartphone shipments fell 22.0% year on year to 255.3 million units; IDC said both were the largest declines on record. The article argues that the cause is that AI servers give priority to occupying HBM, server DRAM, and enterprise SSD capacity, leading to a shortage of consumer-grade memory; the cost share of DRAM and SSDs in PCs rose from about 15% to about 40%, and smartphone memory costs rose about 350% in a year. In the same period, monthly global semiconductor market shipments reached $159.7 billion, up 144.3% year on year, with growth coming mainly from AI GPUs, HBM, and memory price increases rather than end-device shipments.

    In the third quarter of 2026, global PC shipments fell 20.1% year on year to 62.7 million units, and smartphone shipments fell 22.0% year on year to 255.3 million units; IDC said both were the largest declines on record. The article argues that the cause is that AI servers give priority to occupying HBM, server DRAM, and enterprise SSD capacity, leading to a shortage of consumer-grade memory; the cost share of DRAM and SSDs in PCs rose from about 15% to about 40%, and smartphone memory costs ros

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  3. gihyo.jp

    GitHub officially makes Copilot Fusion available at Universe 2026, and opens public beta of Copilot…

    At GitHub Universe 2026, held October 28–29, 2026, GitHub announced that Copilot Fusion, which integrates automatic model selection with multi-model collaboration, is now generally available. It can be used in VS Code, the GitHub Copilot app, the CLI, and JetBrains IDEs, and it automatically determines which model to use and which of three execution modes—Single, Cascade, or Critique—to apply, based on three processing tiers: Standard, High, and Max. The desktop GitHub Copilot app is also beginning a public beta of Projects, which centralizes materials, repositories, sessions, and artifacts in one place for management. GitHub says Fusion Max scores 60 on the Artificial Analysis Coding Agent Index, within 2 points of Claude Code using Opus 5.5 Max, while its average API cost per task is about half and its time is about 40% less.

    At GitHub Universe 2026, held October 28–29, 2026, GitHub announced that Copilot Fusion, which integrates automatic model selection with multi-model collaboration, is now generally available. It can be used in VS Code, the GitHub Copilot app, the CLI, and JetBrains IDEs, and it automatically determines which model to use and which of three execution modes—Single, Cascade, or Critique—to apply, based on three processing tiers: Standard, High, and Max. The desktop GitHub Copilot app is also beginn

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  4. English text is being prepared.

    XGIMI Jide Starts Selling AI Memory Glasses G1 and Memory Band L1, Starting at 599 Yuan

    XGIMI Jide's AI Memory Glasses G1 and AI Memory Band L1 officially went on sale on October 28. The Band L1 standard edition is priced at 599 yuan, and the Glasses G1 standard edition has a first-release price of 1,299 yuan. The two devices share the XGIMI Jide App and the same AI memory service, recording as soon as they are powered on, and can transcribe daily conversations and automatically generate meeting minutes, to-do items, and life cards. For data management, it adopts an approach of keeping only text and not the original audio; after voice transcription is completed, the original audio is deleted, and it supports setting recording-free periods and privacy-blocked words.

    XGIMI Jide's AI Memory Glasses G1 and AI Memory Band L1 officially went on sale on October 28. The Band L1 standard edition is priced at 599 yuan, and the Glasses G1 standard edition has a first-release price of 1,299 yuan. The two devices share the XGIMI Jide App and the same AI memory service, recording as soon as they are powered on, and can transcribe daily conversations and automatically generate meeting minutes, to-do items, and life cards. For data management, it adopts an approach of kee

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  5. Semiconductor Industry Observer

    AI data centers squeeze memory capacity, PC and smartphone shipments both plunge in Q3 2026

    In Q3 2026, global PC shipments fell 20.1% year-on-year to 62.7 million units, and smartphone shipments fell 22.0% year-on-year to 255.3 million units; IDC called both the largest quarterly declines on record. The article attributes the cause to AI data centers preferentially consuming HBM, server DRAM, and enterprise SSD capacity, which drove consumer memory prices sharply higher, with smartphone memory costs rising about 350% in a year. Over the same period, global semiconductor market monthly billings reached $159.7 billion, up 144.3% year-on-year, and IDC expects the smartphone market may not recover until 2028 at the earliest.

    In Q3 2026, global PC shipments fell 20.1% year-on-year to 62.7 million units, and smartphone shipments fell 22.0% year-on-year to 255.3 million units; IDC called both the largest quarterly declines on record. The article attributes the cause to AI data centers preferentially consuming HBM, server DRAM, and enterprise SSD capacity, which drove consumer memory prices sharply higher, with smartphone memory costs rising about 350% in a year. Over the same period, global semiconductor market monthly

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  6. Intelligent Manufacturing Network

    Daxiao Robotics and Nanyang Technological University Jointly Release World Model Mundo

    Daxiao Robotics, in collaboration with the S-Lab at Nanyang Technological University, has released Mundo, a world model built for specific environments that supports scene reconstruction, free-viewpoint exploration, and spatiotemporal simulation. Mundo can write physical properties such as object mass and friction into scene programs, with a physics engine computing motion, contact, and collision, and supports invoking agents to edit objects, properties, and actions in the scene using code. Inputting 1 to 12 images is sufficient to construct an explorable three-dimensional space; the same set of reference images supports multiple camera paths, and larger scenes can continuously generate exploration footage ranging from tens of seconds to the minute level.

    Daxiao Robotics, in collaboration with the S-Lab at Nanyang Technological University, has released Mundo, a world model built for specific environments that supports scene reconstruction, free-viewpoint exploration, and spatiotemporal simulation. Mundo can write physical properties such as object mass and friction into scene programs, with a physics engine computing motion, contact, and collision, and supports invoking agents to edit objects, properties, and actions in the scene using code. Inpu

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  7. China.com Technology

    Tencent Beacon AI Officially Opens to the Public: Complete Data Analysis with a Single Sentence

    Tencent announced that its AI data analysis platform Tencent Beacon is officially open to the public. Enterprise and individual users can register and use it via beacon.qq.com. The platform offers capabilities such as natural language data querying, dashboard generation, attribution analysis, metric monitoring, and team collaboration. Beacon AI supports integration with 10 data sources across 3 major categories. According to the company, building a full-chain operations dashboard now takes no more than 2 hours, down from 4 to 6 working days with traditional BI, and a business monitoring dashboard takes 8 minutes from opening the dialog box to finalization. The platform comes with 12 preset data analysis skills and 3 visualization skills, and can connect to enterprises' internal systems via the MCP protocol. New users receive 500 credits upon first registration, and 500 credits per month thereafter.

    Tencent announced that its AI data analysis platform Tencent Beacon is officially open to the public. Enterprise and individual users can register and use it via beacon.qq.com. The platform offers capabilities such as natural language data querying, dashboard generation, attribution analysis, metric monitoring, and team collaboration. Beacon AI supports integration with 10 data sources across 3 major categories. According to the company, building a full-chain operations dashboard now takes no mo

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  8. Beijing News

    Beijing News commentary: AI practices medicine without a license, and responsibility cannot go unclaimed

    The Beijing News commentary uses two incidents as examples—a Chinese-American female engineer who died suddenly of epilepsy after relying on ChatGPT to reduce her medication, with her family suing OpenAI, and a Xuzhou doctor who was refused by family members after using Doubao to check medication—to discuss the issue of responsibility attribution after AI enters diagnosis and treatment scenarios. The article cites a Nature Medicine study stating that ChatGPT Health underestimated the urgency of 52% of clear emergency cases, and points out that AI neither bears the consequences nor is it depleting the trust between doctors and patients.

    The Beijing News commentary uses two incidents as examples—a Chinese-American female engineer who died suddenly of epilepsy after relying on ChatGPT to reduce her medication, with her family suing OpenAI, and a Xuzhou doctor who was refused by family members after using Doubao to check medication—to discuss the issue of responsibility attribution after AI enters diagnosis and treatment scenarios. The article cites a Nature Medicine study stating that ChatGPT Health underestimated the urgency of

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  9. Sina Tech

    Anthropic plans to raise up to $100 billion in IPO, scale may exceed SpaceX record

    Sina Tech, citing a Reuters report, said that Anthropic, the company behind Claude, plans an IPO to raise at least an amount benchmarked against the $86 billion record set by SpaceX in June, with an upper limit potentially reaching $100 billion. The article notes that Meta has just completed a $38 billion offering of common and preferred stock and plans to raise another $60 billion through targeted additional issuance starting next year, showing investors are still willing to make large commitments to the AI theme. However, the U.S. 10-year Treasury yield has risen from 4.5% to 5%, the average gain for most U.S. IPOs this year is only 2%, and Goldman Sachs believes large IPOs will only bring short-term pressure.

    Sina Tech, citing a Reuters report, said that Anthropic, the company behind Claude, plans an IPO to raise at least an amount benchmarked against the $86 billion record set by SpaceX in June, with an upper limit potentially reaching $100 billion. The article notes that Meta has just completed a $38 billion offering of common and preferred stock and plans to raise another $60 billion through targeted additional issuance starting next year, showing investors are still willing to make large commitme

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  10. Sina Tech

    Zhaopin Releases B2B Recruiting Agent "Zhaopin Xiaozhao", Debuting on WorkBuddy for Open Experience

    Zhaopin launched its self-developed B2B recruiting Agent "Zhaopin Xiaozhao" at the 2026 Tencent Global Digital Ecosystem Summit, and partnered with office collaboration platform WorkBuddy to integrate it into its workspace for the first time, offering an initial open experience to enterprise users. The Agent can proactively take over the process from sourcing candidates, organizing resumes, and assisting evaluation to recruiting communication and scheduled task advancement, achieving "more accurate with use" based on data from 15.49 million+ cumulative partner enterprises and 404 million+ professionals. HR can generate job JDs with one click in WorkBuddy and publish them to the Zhaopin platform, with "Zhaopin Xiaozhao" continuing the subsequent sourcing, screening, and communication services.

    Zhaopin launched its self-developed B2B recruiting Agent "Zhaopin Xiaozhao" at the 2026 Tencent Global Digital Ecosystem Summit, and partnered with office collaboration platform WorkBuddy to integrate it into its workspace for the first time, offering an initial open experience to enterprise users. The Agent can proactively take over the process from sourcing candidates, organizing resumes, and assisting evaluation to recruiting communication and scheduled task advancement, achieving "more accur

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  11. Sina Tech

    360's Tulongfeng achieves a 99.4% success rate and tops the CyberGym vulnerability reproduction evaluation

    360 Group's self-developed AI security attack and defense system Tulongfeng topped the CyberGym benchmark test with a 99.4% vulnerability reproduction success rate, competing on the same leaderboard with models and agents from vendors including OpenAI, Anthropic, and Google. The evaluation covers 1,507 tasks, and Tulongfeng's success rates across three independent evaluation rounds were 99.27%, 99.47%, and 99.40%, averaging 99.38%. 360 states that Tulongfeng has discovered more than 15,000 vulnerabilities in total, and more than 500 enterprises have already integrated the system to conduct security testing.

    360 Group's self-developed AI security attack and defense system Tulongfeng topped the CyberGym benchmark test with a 99.4% vulnerability reproduction success rate, competing on the same leaderboard with models and agents from vendors including OpenAI, Anthropic, and Google. The evaluation covers 1,507 tasks, and Tulongfeng's success rates across three independent evaluation rounds were 99.27%, 99.47%, and 99.40%, averaging 99.38%. 360 states that Tulongfeng has discovered more than 15,000 vulne

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  12. Sina Tech

    Zhiyuan Unveils GO-3 Preview Foundation Model, Genie Master Framework, and Genie G2 Max Robot

    At the Embodied Work Productivity sub-forum of the 2026 Zhiyuan Innovation Day, Zhiyuan unveiled the embodied foundation model GO-3 Preview, the embodied Agent framework Genie Master, and the heavy-load embodied industrial robot Genie G2 Max. GO-3 Preview adopts the unified WRAM architecture for understanding, prediction, and action generation; on 100 tasks across 20 skill categories, its Zero-Shot average success rate rose from 13.4% to 56.4%, and in model-scale expansion experiments it rose from 56.2% to 73.2%; it has also topped the three major evaluation leaderboards RoboDojo, RoboTwin, and RoboColiseum. Co-President Yao Maoqing proposed three capability standards—measurable, replicable, and sustainable—and the event also presented data including a 98.3% success rate on a phone packaging task and the Genie G2's convenience-store task success rate rising from 28.6% on the first day to 85.7% by the fifth day.

    At the Embodied Work Productivity sub-forum of the 2026 Zhiyuan Innovation Day, Zhiyuan unveiled the embodied foundation model GO-3 Preview, the embodied Agent framework Genie Master, and the heavy-load embodied industrial robot Genie G2 Max. GO-3 Preview adopts the unified WRAM architecture for understanding, prediction, and action generation; on 100 tasks across 20 skill categories, its Zero-Shot average success rate rose from 13.4% to 56.4%, and in model-scale expansion experiments it rose fr

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  13. Phoenix Technology

    Cohere Launches Series E Funding, Targeting Up to CAD 7 Billion

    Canadian large-model unicorn Cohere announced the first closing of its Series E funding, with this round targeting up to CAD 7 billion (approximately RMB 33.4 billion); if achieved, it will set the record for the largest single private funding round in Canadian startup history. This round is led by German retail giant Schwarz Group, with existing investors including Nvidia and Saudi Aramco's Prosperity7 Ventures continuing to participate, and the Canadian government and others investing for the first time; if the fundraising target is met, Cohere's valuation will reach CAD 35.7 billion (approximately RMB 170.2 billion). Cohere plans to carry out two AI company acquisitions within a year, launch an enterprise cybersecurity product Cohere Cyber, and train a new generation of frontier large models.

    Canadian large-model unicorn Cohere announced the first closing of its Series E funding, with this round targeting up to CAD 7 billion (approximately RMB 33.4 billion); if achieved, it will set the record for the largest single private funding round in Canadian startup history. This round is led by German retail giant Schwarz Group, with existing investors including Nvidia and Saudi Aramco's Prosperity7 Ventures continuing to participate, and the Canadian government and others investing for the

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  14. Phoenix Technology

    DeepSeek's second funding round of 105.5 billion yuan: investor list revealed, CATL leads

    The Information has revealed details of DeepSeek's second funding round, which has raised 105.5 billion yuan (about $15.8 billion), attracting nearly 30 investors. Tencent and CATL each contributed 10 billion yuan, with ChangXin Memory Technologies, SMIC, Meituan, vivo, Xiaohongshu and others also on the list. State-owned investors contributed about 27% of the amount in this round, far higher than 2% in the first round, with China Mobile, China Telecom, CICC, CITIC Securities and China Life among the participants. The report said that due to rising prices of Nvidia's high-end chips and precautions against an AI bubble, DeepSeek doubled its fundraising target midway through the round.

    The Information has revealed details of DeepSeek's second funding round, which has raised 105.5 billion yuan (about $15.8 billion), attracting nearly 30 investors. Tencent and CATL each contributed 10 billion yuan, with ChangXin Memory Technologies, SMIC, Meituan, vivo, Xiaohongshu and others also on the list. State-owned investors contributed about 27% of the amount in this round, far higher than 2% in the first round, with China Mobile, China Telecom, CICC, CITIC Securities and China Life amon

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  15. Phoenix Technology

    Zuoyebang Debuts AI In-School Solution, Launches Yunsi AI Smart Teaching PAD

    At the 88th China Educational Equipment Exhibition, Zuoyebang fully showcased for the first time its AI smart education solution for K12 schools and launched the AI-native smart teaching terminal, the Yunsi AI Smart Teaching PAD, enabling interconnected home-school learning scenarios. The solution integrates the capabilities of its learning device and Yunsi Zhixue, and, backed by a question bank of over 3.3 billion items and self-developed large models, covers scenarios such as lesson preparation, homework grading, and exam assessment. It currently covers more than 1,500 schools across over 20 provinces, municipalities, and autonomous regions nationwide.

    At the 88th China Educational Equipment Exhibition, Zuoyebang fully showcased for the first time its AI smart education solution for K12 schools and launched the AI-native smart teaching terminal, the Yunsi AI Smart Teaching PAD, enabling interconnected home-school learning scenarios. The solution integrates the capabilities of its learning device and Yunsi Zhixue, and, backed by a question bank of over 3.3 billion items and self-developed large models, covers scenarios such as lesson preparatio

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  16. cnBeta

    AI models "conquer" Double 11: technology is not guilty, fraud is

    AI model images cost as little as 6 yuan each, while a real-life model, venue, and shooting package costs at least two to three hundred yuan; this cost advantage has driven the rapid expansion of the AI model industry chain during Double 11. It is not in itself illegal for merchants to use AI to generate virtual models to display products, but if the rendered images differ greatly from the actual product, the AI labeling is deliberately removed, and consumers are misled, this may be deemed consumer fraud, with "refund plus triple compensation" liability under Article 55 of the Consumer Rights Protection Law. The Measures for the Labeling of AI-Generated Synthetic Content require that AI-generated content carry clear and perceptible labels, and platforms also bear verification obligations.

    AI model images cost as little as 6 yuan each, while a real-life model, venue, and shooting package costs at least two to three hundred yuan; this cost advantage has driven the rapid expansion of the AI model industry chain during Double 11. It is not in itself illegal for merchants to use AI to generate virtual models to display products, but if the rendered images differ greatly from the actual product, the AI labeling is deliberately removed, and consumers are misled, this may be deemed consu

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  17. Latent Space

    Latent Space announces AIE CODE coding agent conference curation themes

    Latent Space host swyx introduces the curation approach for the annual flagship conference AIE CODE, which is single-track, invitation-only, and aimed at about 1,000 agent engineers. This year's three themes are Scaling without Slop, System One models, and Increasing Ambition, among which Jarred Sumner will share Bun's rewrite in Rust and a Bun AOT preview. The article also rounds up that day's AI news, including Mistral's open-weight release and OpenAI's frontier model monitoring.

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  18. Huxiu

    Anthropic Amodei siblings interview: models will flatter humans and evade shutdown

    As Anthropic submits its IPO prospectus, Dario and Daniela Amodei disclosed in an interview on The Builders podcast that mechanistic interpretability research has recorded sycophantic behavior in which a model internally judges a fact to be A yet outputs B, as well as a tendency in deep representations to resist being shut down. Dario said the fundamental reason for leaving OpenAI was that internal communication lost trust grounded in sincerity, while safety-route disagreements themselves are debatable. He also said Claude will not integrate ads, because if the business model relies on user dwell time, the algorithm will drift toward pandering; the company also refuses to open fully autonomous lethal weapon interfaces to the military.

    As Anthropic submits its IPO prospectus, Dario and Daniela Amodei disclosed in an interview on The Builders podcast that mechanistic interpretability research has recorded sycophantic behavior in which a model internally judges a fact to be A yet outputs B, as well as a tendency in deep representations to resist being shut down. Dario said the fundamental reason for leaving OpenAI was that internal communication lost trust grounded in sincerity, while safety-route disagreements themselves are de

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  19. ScienceNet

    ScienceNet News Homepage

    The ScienceNet News Homepage summarizes recent research developments, including Google's release of the new-generation world model Genie 4, OpenAI's announcement of three new achievements in mathematics, computer science, and physics, and reports on a 3-trillion-parameter-scale AI model billed as the world's largest open-source AI model.

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  20. Sina Tech

    Suntel Communications' Nanchang Yaohu Phase III factory has been put into operation, with 1.6T optical modules already in mass production

    Suntel Communications' Nanchang Yaohu Phase III factory has 20 high-speed optical module production lines. Once fully ramped up, monthly capacity can reach 700,000 units, more than double that of the original plant, and 1.6T optical modules have already achieved mass production. The base focuses on large-scale packaging of 800G and 1.6T high-speed optical modules for AI intelligent computing centers and large data centers, while simultaneously advancing the productization of next-generation technologies such as NPO/3.2T.

    Suntel Communications' Nanchang Yaohu Phase III factory has 20 high-speed optical module production lines. Once fully ramped up, monthly capacity can reach 700,000 units, more than double that of the original plant, and 1.6T optical modules have already achieved mass production. The base focuses on large-scale packaging of 800G and 1.6T high-speed optical modules for AI intelligent computing centers and large data centers, while simultaneously advancing the productization of next-generation tech

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