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Thursday

  1. Zhi Dong Xi

    Dowson Tong Previews That the Official Version of Hunyuan Hy4 Will Add Visual Understanding for the First Time

    Dowson Tong, Senior Executive Vice President of Tencent Group, announced at the 2026 Tencent Global Digital Ecosystem Summit that the official version of the Hunyuan large model Hy4 will be released soon. Compared with the Hy4 Preview open-sourced on August 28, it is comprehensively upgraded, strengthens long-horizon tasks and real productivity task capabilities, significantly improves chain-of-thought efficiency, and adds visual understanding for the first time; Hy4 Flash, which focuses on cost-effectiveness, will also be launched soon. Tencent also released the cross-application AI collaboration system Buddy One and Tencent Drive for the Agent era, and upgraded Agent Runtime, making systematic enhancements around context management, tool calling, secure sandboxes, observability, and evaluation. Dowson Tong also disclosed that over the past year, the number of active overseas customers of Tencent Cloud grew about threefold, and overseas AI demand achieved triple-digit growth.

    Hy4 Flash, which focuses on cost-effectiveness, will also be launched soon. Tencent also released the cross-application AI collaboration system Buddy One and Tencent Drive for the Agent era, and upgraded Agent Runtime, making systematic enhancements around context management, tool calling, secure sandboxes, observability, and evaluation. Dowson Tong also disclosed that over the past year, the number of active overseas customers of Tencent Cloud grew about threefold, and overseas AI demand achiev

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  2. heise online

    GitHub Octoverse report: TypeScript remains the most-contributed-to language, over 40% of PRs drafted by agents

    GitHub said in its Octoverse report on October 28 that Pull Requests merged over the past twelve months reached 1.3 billion, averaging 3.5 million per day, three times the figure for the same period last year. More than 40% of Pull Requests begin with an agent-drafted opening, compared with 17% in March 2026; projects containing an AGENTS.md file receive eight times as many commits as projects without such a file. TypeScript and Python each have about 13 million monthly contributors, tying as the most popular languages, with JavaScript close behind at 7.4 million; platform users grew to 225 million, with Germany ranking eighth at 6.3 million.

    over the past twelve months reached 1.3 billion, averaging 3.5 million per day, three times the figure for the same period last year. More than 40% of Pull Requests begin with an agent-drafted opening, compared with 17% in March 2026; projects containing an AGENTS.md file receive eight times as many commits as projects without such a file. TypeScript and Python each have about 13 million monthly contributors, tying as the most popular languages, with JavaScript close behind at 7.4 million; plat

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  3. heise online

    iX Workshop: Program efficiently and boost your coding speed with AI assistants

    heise online's iX workshop "Programming More Efficiently with AI Assistants" uses GitHub Copilot as an example to guide developers through practicing prompt techniques, Spec-Driven Development and Agentic Coding, and to distinguish Vibe Coding. The course also introduces the architecture, features and pricing of Cursor, Claude Code, OpenAI Codex and Kilocode, and explains how MCP and RAG connect to external tools and your own data. The workshop takes place online on December 15–16, 2026, and is led by Rainer Stropek.

    workshop "Programming More Efficiently with AI Assistants" uses GitHub Copilot as an example to guide developers through practicing prompt techniques, Spec-Driven Development and Agentic Coding, and to distinguish Vibe Coding. The course also introduces the architecture, features and pricing of Cursor, Claude Code, OpenAI Codex and Kilocode, and explains how MCP and RAG connect to external tools and your own data. The workshop takes place online on December 15–16, 2026, and is led by Rainer Str

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  4. The New Stack

    GitHub releases Copilot Fusion model selection and orchestration system

    GitHub released Copilot Fusion at the Universe conference; the system automatically selects and orchestrates the models used for coding tasks, and it is now generally available. GitHub says Fusion Max scores 60 on the Artificial Analysis Coding Agent Index, less than 2 points behind Claude Code using Opus 5.5 Max, while its average API cost is about half of the latter and its time per task is about 40% lower. Developers only need to choose among three investment levels—Fusion Standard, High, and Max—and enterprise administrators can restrict which models are available and set whether it is the default.

    stem automatically selects and orchestrates the models used for coding tasks, and it is now generally available. GitHub says Fusion Max scores 60 on the Artificial Analysis Coding Agent Index, less than 2 points behind Claude Code using Opus 5.5 Max, while its average API cost is about half of the latter and its time per task is about 40% lower. Developers only need to choose among three investment levels—Fusion Standard, High, and Max—and enterprise administrators can restrict which models are

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  5. The New Stack

    Google Opens Android Development Tools to Third-Party Agents Such as Claude Code and Codex

    At the Android Dev Summit, Google announced that Android Studio and the Android CLI are open to third-party coding agents. Bring Your Own Agent now supports more than 40 agents that follow the Agent Client Protocol, including Claude Agent, Codex, and Google's own Antigravity, and has become stable in Android Studio Rabbit 2. The new android preview command lets agents render Jetpack Compose previews in the terminal; Google says it completes UI tasks 77% faster and reduces token usage by up to three times, but did not explain how this was measured. Meanwhile, android device remote lets agents access physical devices in Google's lab. In the demo, Claude Code used LeakCanary to troubleshoot a memory leak and then fixed and retested it on its own; Google says such investigations are nearly twice as fast and use up to 25% fewer tokens. Google also launched Android Bench 2.0 to evaluate how models and agents perform on complex Android tasks.

    At the Android Dev Summit, Google announced that Android Studio and the Android CLI are open to third-party coding agents. Bring Your Own Agent now supports more than 40 agents that follow the Agent Client Protocol, including Claude Agent, Codex, and Google's own Antigravity, and has become stable in Android Studio Rabbit 2. The new android preview command lets agents render Jetpack Compose previews in the terminal; Google says it completes UI tasks 77% faster and reduces token usage by up to th

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  6. SiliconANGLE

    Microsoft's revenue in the first quarter of fiscal year 2027 was $92.28 billion, with Azure growing 48%

    Microsoft's revenue in the first quarter of fiscal year 2027 grew 19% year over year to $92.28 billion, with earnings per share of $4.89, both exceeding Wall Street expectations, and the stock rose about 4% after hours. For the first time, the company separately disclosed Azure revenue of $33.17 billion, up more than 48% year over year, and changed its financial reporting to two major segments, Agents and Infra and Devices and Consumer, with the former generating $76.8 billion in revenue, up 25%. Capital expenditures and finance leases totaled $45.2 billion this quarter, of which CFO Amy Hood said about 75% was invested in short-lived assets such as GPUs and CPUs, and she expects Azure to grow 49% to 50% in constant currency in the second fiscal quarter.

    . For the first time, the company separately disclosed Azure revenue of $33.17 billion, up more than 48% year over year, and changed its financial reporting to two major segments, Agents and Infra and Devices and Consumer, with the former generating $76.8 billion in revenue, up 25%. Capital expenditures and finance leases totaled $45.2 billion this quarter, of which CFO Amy Hood said about 75% was invested in short-lived assets such as GPUs and CPUs, and she expects Azure to grow 49% to 50% in c

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  7. Caixin

    Tencent Connects Multiple Products for AI Agents; WorkBuddy's Token Consumption Surpasses Yuanbao

    Dowson Tong, Senior Executive Vice President of Tencent Group, described WorkBuddy as a personal Agent for the office track and said Tencent is connecting multiple products for AI agents. WorkBuddy was launched in March this year and competes in the same track as ByteDance's Doubao Work and Alibaba's Qwen Office, and its token consumption has already surpassed Tencent's chatbot Yuanbao. WorkBuddy originated from Tencent Cloud's developer tools team and nearly got cut around 2022 when Tencent was cutting costs and improving efficiency.

    Dowson Tong, Senior Executive Vice President of Tencent Group, described WorkBuddy as a personal Agent for the office track and said Tencent is connecting multiple products for AI agents. WorkBuddy was launched in March this year and competes in the same track as ByteDance's Doubao Work and Alibaba's Qwen Office, and its token consumption has already surpassed Tencent's chatbot Yuanbao. WorkBuddy originated from Tencent Cloud's developer tools team and nearly got cut around 2022 when Tencent was

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  8. The Decoder

    OpenAI Berlin DevDay: Dots teased for Europe launch, with a focus on locking developers into the platform

    At the OpenAI DevDay Exchange 2026 in Berlin, OpenAI said that after talks with regulators, its AI assistant Dots is expected to open more broadly in Europe "within a few weeks"; individual Pro accounts in the European Economic Area, Switzerland and the UK still cannot use it. Weekly active Codex users in Germany have grown twentyfold since January 2026, and nearly one in five desktop users use skills to handle documents, presentations and spreadsheets. OpenAI runs its own agent infrastructure through the Agents API and, with 1.2 billion weekly active ChatGPT users as its entry point, is pushing developers to build their businesses on its platform.

    "within a few weeks"; individual Pro accounts in the European Economic Area, Switzerland and the UK still cannot use it. Weekly active Codex users in Germany have grown twentyfold since January 2026, and nearly one in five desktop users use skills to handle documents, presentations and spreadsheets. OpenAI runs its own agent infrastructure through the Agents API and, with 1.2 billion weekly active ChatGPT users as its entry point, is pushing developers to build their businesses on its platform.

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  9. The DecoderSelected

    Google opens Android Studio to third-party integration at Android Dev Summit…

    At the Android Dev Summit, Google launched the Bring Your Own Agent feature for Android Studio Rabbit 2. Through the open Agent Client Protocol, developers can run more than 40 coding agents simultaneously within the IDE, including Claude Agent, Codex, and Google Antigravity, with direct access to project structure, the emulator, and Logcat. Google says that in internal tests, after agents rendered Compose previews in the terminal, they completed UI tasks 77% faster and cut token usage to as little as one-third; in an A/B test using Claude Opus 5.5, the CLI with built-in LeakCanary found and fixed memory leaks nearly twice as fast, with about 25% fewer tokens. On the on-device side, Google added an Agentic API alpha powered by Gemini Nano 4 to ML Kit, and launched the MCP-based AppFunctions API beta and the Agent-to-UI interface; it also partnered with XREAL to release the Android XR smart glasses XREAL AURA, priced at $1,099 and shipping in mid-November.

    At the Android Dev Summit, Google launched the Bring Your Own Agent feature for Android Studio Rabbit 2. Through the open Agent Client Protocol, developers can run more than 40 coding agents simultaneously within the IDE, including Claude Agent, Codex, and Google Antigravity, with direct access to project structure, the emulator, and Logcat. Google says that in internal tests, after agents rendered Compose previews in the terminal, they completed UI tasks 77% faster and cut token usage to as lit

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  10. Sina Tech

    Xinyan Robotics releases embodied home agent Bubbo 1, priced at 9,499 yuan

    Xinyan Robotics has released Bubbo 1, an embodied home agent built on its self-developed Bubbo OS Family Agent. It will go on sale starting October 29 through official channels including JD.com, priced at 9,499 yuan, with a discounted price of 7,999 yuan for the first 1,000 orders. Bubbo is equipped with 13 categories and 26 sensors, 6 degrees of freedom, and two expression screens. It features built-in camera-based heart rate detection and enables data sharing with the Cece smart ring. Its conversations offer bilingual capabilities by default and adopt a tiered dialogue mechanism, with replies that convey a sense of delay, breathing, and boundaries.

    Xinyan Robotics has released Bubbo 1, an embodied home agent built on its self-developed Bubbo OS Family Agent. It will go on sale starting October 29 through official channels including JD.com, priced at 9,499 yuan, with a discounted price of 7,999 yuan for the first 1,000 orders. Bubbo is equipped with 13 categories and 26 sensors, 6 degrees of freedom, and two expression screens. It features built-in camera-based heart rate detection and enables data sharing with the Cece smart ring. Its conv

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  11. MIT Tech Review

    Partnership on AI research: Agent frameworks generally lack observability records

    Madhulika Srikumar and Claire Leibowicz of Partnership on AI write that current agent frameworks cannot reliably generate the key observability records needed for safe deployment. Together with colleagues from academia, civil society, and industry, the authors studied the four most widely used agent frameworks and found that signals such as persistent Agent IDs and human approval records are missing, making it difficult to determine which agent did what and whether it exceeded its authority. The article recommends using OpenTelemetry to fill in the records of "what happened," and calls on framework developers, enterprises adopting agents, and regulators to each bear their respective responsibilities.

    Madhulika Srikumar and Claire Leibowicz of Partnership on AI write that current agent frameworks cannot reliably generate the key observability records needed for safe deployment. Together with colleagues from academia, civil society, and industry, the authors studied the four most widely used agent frameworks and found that signals such as persistent Agent IDs and human approval records are missing, making it difficult to determine which agent did what and whether it exceeded its authority. The

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Friday

  1. The Elec

    Ibiden to invest 1.28 trillion won to expand CPU package substrate production

    Japanese semiconductor package substrate manufacturer Ibiden plans to invest 1.28 trillion won to expand production capacity for high-performance CPU package substrates used in AI servers, with new equipment to be phased into operation starting in fiscal year 2029. Ibiden expects demand for CPU substrates to continue rising as AI inference workloads grow and agentic AI becomes more widespread. In the first half of fiscal year 2026, its revenue was 262.546 billion yen and operating profit was 60.116 billion yen, up 34.3% and 84.6% year-on-year, respectively.

    ans to invest 1.28 trillion won to expand production capacity for high-performance CPU package substrates used in AI servers, with new equipment to be phased into operation starting in fiscal year 2029. Ibiden expects demand for CPU substrates to continue rising as AI inference workloads grow and agentic AI becomes more widespread. In the first half of fiscal year 2026, its revenue was 262.546 billion yen and operating profit was 60.116 billion yen, up 34.3% and 84.6% year-on-year, respectively.

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  2. Intelligent Manufacturing Network

    Lingyan Technology Completes Tens of Millions of Yuan Seed Round Financing, Making Bionic Dexterous Faces for Humanoid Robots

    Hangzhou Lingyan Technology has completed tens of millions of yuan in Seed and Seed+ round financing. The Seed round was invested by Yingdong Capital and Zhejiang Torch Center, and the Seed+ round was invested by Yida Capital, Plum Ventures, and Linglu Capital. The funds will be used for product iteration, core component R&D, algorithm platform development, and team expansion. Its core product FaceSoul Agent adopts a cable-driven solution, has achieved 32 facial degrees of freedom, and controls interaction latency within 10 milliseconds. A 46-degree-of-freedom version is planned for launch by the end of the year. The product has not yet been officially released, but on the B-end it has already gained favor with Hangzhou Tourism, a leading communications company, and multiple chain coffee brands.

    Plum Ventures, and Linglu Capital. The funds will be used for product iteration, core component R&D, algorithm platform development, and team expansion. Its core product FaceSoul Agent adopts a cable-driven solution, has achieved 32 facial degrees of freedom, and controls interaction latency within 10 milliseconds. A 46-degree-of-freedom version is planned for launch by the end of the year. The product has not yet been officially released, but on the B-end it has already gained favor with Hangz

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  3. Electronic Technology Application

    DeepBlue Technology launches Wowoker, the world's first large-model AI agent work phone

    DeepBlue Technology has launched Wowoker, the world's first large-model AI agent work phone, aimed at enterprise users such as government and enterprise organizations, state-owned and central enterprises, and financial institutions. Built on Huawei Kirin chips and HarmonyOS, the device integrates multimodal large models, a Decision Model, and the AgentOS agent orchestration system, and supports AI outbound calling, voice-cloned call avatars, AI marketing content generation, and intelligent CRM. Device assets belong to the enterprise, and it supports phone number masking, encrypted retention of communication data in the cloud, and remote locking and data wiping.

    DeepBlue Technology has launched Wowoker, the world's first large-model AI agent work phone, aimed at enterprise users such as government and enterprise organizations, state-owned and central enterprises, and financial institutions. Built on Huawei Kirin chips and HarmonyOS, the device integrates multimodal large models, a Decision Model, and the AgentOS agent orchestration system, and supports AI outbound calling, voice-cloned call avatars, AI marketing content generation, and intelligent CRM.

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  4. Figma AI / Agent / Make

    How Figma trained its design editing model: from SFT to RL

    Figma Vice President of Engineering Josh Clemm described the training method for its design editing model, moving from supervised fine-tuning (SFT) to reinforcement learning (RL), and post-training an as-yet-unreleased editing model based on Qwen 3.8 27B. In early work, training Llama 3.3 70B on more than 250,000 samples was enough to compete with top models on editing tasks at the time. The Figma agent is now available to all users; in testing, typical tasks are about 20% faster, in expert comparisons it was better than or on par with the previous production agent in 62% of cases, user ratings were 33% higher, and undo operations were 60% fewer.

    Abstract illustration of a large green mechanical wheel threaded with winding golden ropes, surrounded by green and pale yellow circles.

    nforcement learning (RL), and post-training an as-yet-unreleased editing model based on Qwen 3.8 27B. In early work, training Llama 3.3 70B on more than 250,000 samples was enough to compete with top models on editing tasks at the time. The Figma agent is now available to all users; in testing, typical tasks are about 20% faster, in expert comparisons it was better than or on par with the previous production agent in 62% of cases, user ratings were 33% higher, and undo operations were 60% fewer.

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  5. English text is being prepared.Selected

    Mistral AI Opens the Mistral Large 4 Model Weights: 1T Parameters, 49 Billion Activated Parameters

    On October 29 local time, Mistral AI officially opened the model weights of Mistral Large 4 (codename le Chonk). This is a natively multimodal model with 1 trillion total parameters and 49 billion activated parameters, trained from scratch on 3,800 NVIDIA Grace Blackwell GPUs in its own data center in Europe. The company says it scores 48% on the Artificial Analysis Coding Agent Index, roughly on par with GLM-5.3, but consumes 47% fewer Tokens per task on average. The model is released under a modified MIT license: personal, academic, fine-tuning, and conventional commercial use are free, while cloud providers offering MaaS resale need to obtain a separate commercial license; online API pricing is $0.70 per million input Tokens and $2.10 per million output Tokens.

    activated parameters, trained from scratch on 3,800 NVIDIA Grace Blackwell GPUs in its own data center in Europe. The company says it scores 48% on the Artificial Analysis Coding Agent Index, roughly on par with GLM-5.3, but consumes 47% fewer Tokens per task on average. The model is released under a modified MIT license: personal, academic, fine-tuning, and conventional commercial use are free, while cloud providers offering MaaS resale need to obtain a separate commercial license; online API

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  6. Baseten Engineering Blog

    Baseten becomes Postman's recommended inference partner for enterprise agents

    Baseten has become Postman's recommended inference partner for enterprise agents, responsible for providing production inference and post-training support for agents built on Postman Agent Stack. Baseten says its seven model APIs released in 2026 all ranked in the top two in Artificial Analysis's throughput and latency rankings, with Beam 1.0, DeepSeek V4.1 Flash and others taking first place. Harvey used Baseten to post-train a 27B open-source model, matching closed-source frontier models on legal agent benchmarks, while the latter cost about $50 per task.

    Baseten and Postman: Building reliable, cost-efficient agents for the enterprise

    Baseten has become Postman's recommended inference partner for enterprise agents, responsible for providing production inference and post-training support for agents built on Postman Agent Stack. Baseten says its seven model APIs released in 2026 all ranked in the top two in Artificial Analysis's throughput and latency rankings, with Beam 1.0, DeepSeek V4.1 Flash and others taking first place. Harvey used Baseten to post-train a 27B open-source model, matching closed-source frontier models on le

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  7. Phoenix Technology

    Tencent Upgrades WorkBuddy Enterprise Edition Open Strategy, Buddy One Connects Office Suite

    At the 2026 Tencent Global Digital Ecosystem Summit, Tencent announced an upgrade to the WorkBuddy Enterprise Edition open strategy, and used Buddy One to connect Tencent Docs, Tencent Meeting, Tencent Drive, and ima, sharing the same Agent foundation along with a unified account and credit pool. Dowson Tong disclosed that since its launch in March this year, WorkBuddy Enterprise Edition has been deployed in more than 50 industries, covering 50% of the Fortune 500 China companies and 60% of China's top 100 enterprises, with more than 50,000 open platform partners, over 200,000 Skills listed, and a cumulative 9 billion task requests completed. WorkBuddy enters WeCom as an intelligent robot, with enterprise administrators configuring what content AI can read and what operations it can execute; the observability center launched on October 13 provides real-time observation, session tracking, and trajectory details.

    ncent announced an upgrade to the WorkBuddy Enterprise Edition open strategy, and used Buddy One to connect Tencent Docs, Tencent Meeting, Tencent Drive, and ima, sharing the same Agent foundation along with a unified account and credit pool. Dowson Tong disclosed that since its launch in March this year, WorkBuddy Enterprise Edition has been deployed in more than 50 industries, covering 50% of the Fortune 500 China companies and 60% of China's top 100 enterprises, with more than 50,000 open pla

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Wednesday

  1. 9to5Mac

    Dynamic Island elements found in macOS 27 code, touchscreen Mac launch imminent

    Tipster pdfu found 5 Dynamic Island visual assets in the newly added MenuBarAgent in macOS 27; some system compact views are already provided with the system, which may confirm that the next-generation MacBook Pro will replace the notch with Dynamic Island. Siri AI is expected to expand from Dynamic Island in a droplet-shaped design, and Bloomberg says the new models are priced $400 higher than existing products.

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