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Nov 32026Tuesday

01:45
PyTorch BlogNov 3 01:45
PyTorch Announces the Formation of the Ray Accelerator Special Interest Group (SIG)
PyTorch Announces the Formation of the Ray Accelerator Special Interest Group (SIG), bringing together hardware vendors, Ray contributors, and application developers to define a vendor-neutral accelerator support roadmap. The group initially focuses on three areas: development and testing infrastructure, hardware-aware scheduling, and networking and transport. Ray currently supports more than ten types of accelerators, including NVIDIA and AMD GPUs as well as TPU, Trainium, and Gaudi.
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#engineering #Industry news #Open-source ecosystem #English text is being prepared.
20:00
Phoenix TechnologyNov 3 20:00
OpenAI reportedly poached Anthropic customers with over 30% discounts and free credits; Replit contract worth over $100 million annually
According to The Information, OpenAI won over the U.S. AI coding platform Replit with model price discounts of more than 30%, and the contract is worth over $100 million annually. OpenAI also sought to win over longtime Anthropic customers such as Rippling and Atomicwork through methods including free credits, doubled accounts, and engineers joining group chats for support, while Anthropic lowered API prices when it released new models.
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#chinese #Industry news #OpenAI #Anthropic
19:00
heise onlineNov 3 19:00
How Coding Agents Are Changing Germany's Federal AI Competition—An Interview with the Tübingen AI Center
Germany's Federal AI Competition (BWKI) received 150 team registrations this year, and the 10 finalist teams will travel to Tübingen on November 13 to attend the awards ceremony and present their projects. In an interview, Sören Drabesch of the Tübingen AI Center discusses what makes an outstanding competition entry in the era of Coding Agents, and offers advice to newcomers interested in participating in the next competition.
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#hot-signal #Industry news #Agents #English text is being prepared.
17:48
The DecoderNov 3 17:48
Anthropic restricts cloning existing games in Claude Code
Anthropic is preventing its coding assistant Claude Code from replicating existing video games. Employee Addy Osmani confirmed on X that two sentences have been added to the Opus 5.5 system prompt to prevent cloning others' games, and that it triggers even if the clone is renamed or disguised as original work. The rule has been in effect for several days; users can still build their own games, works in the same genre, and projects using custom assets, but some have reported that original projects also ran into problems. The change comes after a surge of AI cloning projects, and Osmani said Anthropic plans to continue adjusting the relevant rules.
Anthropic is preventing its coding assistant Claude Code from replicating existing video games. Employee Addy Osmani confirmed on X that two sentences have been added to the Opus 5.5 system prompt to prevent cloning others' games, and that it triggers even if the clone is renamed or disguised as original work. The rule has been in effect for several days; users can still build their own games, works in the same genre, and projects using custom assets, but some have reported that original project
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#ai-vertical #Product updates #English text is being prepared.#Safety / alignment
17:55
China.com TechnologyNov 3 17:55
Yixin Huachen Releases Ruizhi OPT Multimodal Data Governance Platform, Adopting an AI-Native Architecture
Yixin Huachen released the Ruizhi OPT multimodal data governance platform on October 30, 2026. It adopts an AI-native architecture and comes built in with more than 30 data governance expert agents, over 50 governance skills, and more than 100 knowledge bases, and encapsulates governance capabilities such as metadata, data standards, and data quality as a CLI. The platform adopts a four-layer architecture and provides three working modes: fully automated execution, human-machine collaboration, and manual revision. Multimodal governance covers six stages from collection and aggregation to scenario-based delivery.
Yixin Huachen released the Ruizhi OPT multimodal data governance platform on October 30, 2026. It adopts an AI-native architecture and comes built in with more than 30 data governance expert agents, over 50 governance skills, and more than 100 knowledge bases, and encapsulates governance capabilities such as metadata, data standards, and data quality as a CLI. The platform adopts a four-layer architecture and provides three working modes: fully automated execution, human-machine collaboration, a
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#hot-signal #Product updates #Agents #English text is being prepared.
16:14
Phoenix TechNov 3 16:14
Anthropic Warns of Recursive Self-Improvement Risk in S-1/A Filing
In the risk disclosures of its S-1/A prospectus supplement updated on Monday, Anthropic stated that the company may soon reach the state of recursive self-improvement as defined in its Responsible Scaling Policy. The filing said the company has already used AI to develop new models and achieve some capability jumps, but the team did not notice at the time, and may in the future only notice after an acceleration in R&D has already occurred. Anthropic also stated that none of its existing models have crossed this threshold, and committed to retaining human involvement in frontier model R&D for the foreseeable future, and is considering revising its Responsible Scaling Policy.
In the risk disclosures of its S-1/A prospectus supplement updated on Monday, Anthropic stated that the company may soon reach the state of recursive self-improvement as defined in its Responsible Scaling Policy. The filing said the company has already used AI to develop new models and achieve some capability jumps, but the team did not notice at the time, and may in the future only notice after an acceleration in R&D has already occurred. Anthropic also stated that none of its existing models h
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#chinese #Safety / alignment #Anthropic #Industry news
16:56
Phoenix TechNov 3 16:56
Goldman Sachs Tightens Access to AI Coding Tools Such as Claude Code, Some Traders Unhappy
In internal guidance updated in October, Goldman Sachs tightened access to Claude Code and Microsoft GitHub-related tools, mainly restricting them to use by engineers, which has drawn complaints from some traders. Previously, some traders relied on these tools to monitor client trading flows and simulate market and position changes; "strats" employees whose work spans trading, quantitative research and software engineering are not subject to this restriction. Goldman Sachs' own AI assistant, GS AI Assistant, integrates models from OpenAI, Anthropic and Alphabet.
In internal guidance updated in October, Goldman Sachs tightened access to Claude Code and Microsoft GitHub-related tools, mainly restricting them to use by engineers, which has drawn complaints from some traders. Previously, some traders relied on these tools to monitor client trading flows and simulate market and position changes; "strats" employees whose work spans trading, quantitative research and software engineering are not subject to this restriction. Goldman Sachs' own AI assistant, GS
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#chinese #Industry news #English text is being prepared.#Agents
17:30
36Kr · AINov 3 17:30
AI data companies are fierce: UniPat reportedly backed by Alibaba and Tencent, valued at $2.5 billion
According to a report by 36Kr's Silicon Star Pro, UniPat, a data company founded less than a year ago, is reportedly in talks to raise about $300 million, led by Alibaba with participation from Tencent and Sequoia China, at a post-money valuation of $2.5 billion. The article says a single piece of data with user behavior trajectories can be quoted at 1,000 to 3,000 yuan, while work-scenario data with a complete operation process can sell for around 10,000 yuan, and Mercor estimates that only 2% to 5% of the data frontier labs need has been completed so far. As model vendors tighten procurement, calculate ROI and run ablations on vendor data, the industry has already seen problems such as blacklisting data vendors and data quality being hard to verify.
According to a report by 36Kr's Silicon Star Pro, UniPat, a data company founded less than a year ago, is reportedly in talks to raise about $300 million, led by Alibaba with participation from Tencent and Sequoia China, at a post-money valuation of $2.5 billion. The article says a single piece of data with user behavior trajectories can be quoted at 1,000 to 3,000 yuan, while work-scenario data with a complete operation process can sell for around 10,000 yuan, and Mercor estimates that only 2%
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#hot-signal #Industry news #English text is being prepared.#OpenAI
16:53
Titanium Media · AGINov 3 16:53
In the year when AI databases were released in droves, what did products such as the Electric Power Golden Warehouse KES AI upgrade?
At the end of October, Electric Power Golden Warehouse released the KES AI database, incorporating semantic construction, computational reasoning, and native data security control into the database kernel, emphasizing that AI applications can be supported without data leaving the database. Alibaba Cloud PolarDB launched capabilities such as the AI data lakehouse (Lakebase) in January this year and launched PolarDB Agentic Database in July, while OceanBase packaged its AI direction into the OceanBase AI Database product portfolio in June. IDC data shows that the market size of China's AI data infrastructure in 2025 is approximately 14.9 billion US dollars, and will reach 73.8 billion US dollars by 2030.
At the end of October, Electric Power Golden Warehouse released the KES AI database, incorporating semantic construction, computational reasoning, and native data security control into the database kernel, emphasizing that AI applications can be supported without data leaving the database. Alibaba Cloud PolarDB launched capabilities such as the AI data lakehouse (Lakebase) in January this year and launched PolarDB Agentic Database in July, while OceanBase packaged its AI direction into the Ocean
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#hot-signal #English text is being prepared.#English text is being prepared.#Industry news
16:52
China.com TechnologyNov 3 16:52
Jinxiaodian OPC Startup Incubation Base Launches Recruitment in Jiyuan, Empowering One-Person Companies with AI
Jinxiaodian OPC Startup Incubation Base has officially launched recruitment at the north gate of Guzhi Park in Jiyuan, targeting college student entrepreneurs, self-media creators, side-hustle entrepreneurs, brick-and-mortar merchants, and AI startup teams, offering free office space, finance and tax guidance, and computing power subsidies for AI tools. The base relies on Jinxiaodian's vertical large model for the retail industry, connecting local merchants, supply chains, and promotional channels to support one-person companies in completing the full closed loop of product, operations, and marketing.
Jinxiaodian OPC Startup Incubation Base has officially launched recruitment at the north gate of Guzhi Park in Jiyuan, targeting college student entrepreneurs, self-media creators, side-hustle entrepreneurs, brick-and-mortar merchants, and AI startup teams, offering free office space, finance and tax guidance, and computing power subsidies for AI tools. The base relies on Jinxiaodian's vertical large model for the retail industry, connecting local merchants, supply chains, and promotional channe
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#hot-signal #Industry news #Agents
15:29
Unite.AINov 3 15:29
NVIDIA Partners to Expand City AI: Shared Infrastructure and Digital Twins
On November 3, 2026, NVIDIA announced that it is working with its partners to expand physical AI and agentic services for cities worldwide, covering resident assistance, traffic management, urban planning, and industrial operations, while allowing local governments to retain control over the processing and use of sensitive data. The project combines shared computing infrastructure, AI agents, and digital twins, and city teams can start with NVIDIA RTX workstations or small GPU systems. ITMAX's SamurAI V2 visual agents are planned to support more than 17,000 camera streams by 2027, and signal timing tests based on TeraSim have reduced corridor travel times during peak hours by up to 26%.
On November 3, 2026, NVIDIA announced that it is working with its partners to expand physical AI and agentic services for cities worldwide, covering resident assistance, traffic management, urban planning, and industrial operations, while allowing local governments to retain control over the processing and use of sensitive data. The project combines shared computing infrastructure, AI agents, and digital twins, and city teams can start with NVIDIA RTX workstations or small GPU systems. ITMAX's S
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#hot-signal #Industry news #Agents #Multimodal
15:00
NVIDIA BlogNov 3 15:00
NVIDIA and Global Partners Extend Physical AI and Agentic AI to City Services
NVIDIA and its partners are extending physical AI and AI agents to cities around the world, covering Spain, the US Bay Area, Poland, Malaysia, Nigeria, Taiwan, and Morocco, among other places. Spain's 1MillionBot combines ALIA and Nemotron models to serve 150+ deployments; Malaysia's ITMAX SamurAI V2 plans to support 17,000+ cameras by 2027, and its TeraSim simulation reduces peak-hour corridor travel time by up to 26%.
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#lab #Industry news #Agents #Multimodal
06:43
NVIDIA Developer · Generative AINov 3 06:43Selected
NVIDIA Open-Sources NVIDIA Recovery to Automatically Recover Distributed Training Jobs on Clusters
NVIDIA has released NVIDIA Recovery, an open-source workload-level recovery service that detects training interruptions through application logs, GPU metrics, and scheduler signals, and handles them in a four-stage loop: detection, attribution, isolation, and restart or stop. The service is available under the Apache 2.0 license in the dsx-ai-factory/NVIDIA-Recovery repository. Slurm integration is implemented through an Advisor Controller deployed via a Helm chart, supporting both in-cluster and SSH modes. New deployments default to monitoring mode, which only outputs recovery recommendations without executing scheduling actions; from July 9 to October 9, monitoring on one training cluster covered nearly 200 jobs per day and recorded approximately 8,550 anomaly detections, with average detection and recovery action latencies of 69 seconds and 94 seconds, respectively.
NVIDIA has released NVIDIA Recovery, an open-source workload-level recovery service that detects training interruptions through application logs, GPU metrics, and scheduler signals, and handles them in a four-stage loop: detection, attribution, isolation, and restart or stop. The service is available under the Apache 2.0 license in the dsx-ai-factory/NVIDIA-Recovery repository. Slurm integration is implemented through an Advisor Controller deployed via a Helm chart, supporting both in-cluster an
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#lab #Product updates #Open-source ecosystem #English text is being prepared.

Nov 22026Monday

20:00
ElevenLabs BlogNov 2 20:00
How is synthetic speech created? A step-by-step guide
Synthetic speech is generated by neural AI models that analyze and replicate human speech patterns, in a three-step process: collecting real human recording data, training or fine-tuning a model, and then generating audio from text. Modern models sound natural because they replicate human prosody and are context-aware, rather than stitching words together one by one; ElevenLabs' generative TTS can also use instructions such as audio tags to control emotion and pacing.
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#company #Tutorials / practice #Speech
08:00
Google BlogNov 2 08:00
Google's October AI Update: Gemini 4 Argon Launches Globally, Gemini 4…
In October, Google launched its frontier reasoning model Gemini 4 Argon globally, covering Google AI Studio, the Gemini API, Google Cloud, Search, and the Gemini app. Two weeks later, it announced Gemini 4 Carbon, focused on long-horizon engineering and cybersecurity defense, which is currently undergoing pre-release testing with the U.S. government and select trusted cybersecurity parties through the Fairwind Program. In the same period, it released Genie 4, a real-time interactive world model that supports native audio and natural-language scene control; SynthID Detector opened globally in English and can identify AI content from partners such as OpenAI, NVIDIA, Kakao, and Apple.
In October, Google launched its frontier reasoning model Gemini 4 Argon globally, covering Google AI Studio, the Gemini API, Google Cloud, Search, and the Gemini app. Two weeks later, it announced Gemini 4 Carbon, focused on long-horizon engineering and cybersecurity defense, which is currently undergoing pre-release testing with the U.S. government and select trusted cybersecurity parties through the Fairwind Program. In the same period, it released Genie 4, a real-time interactive world model
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#lab #Industry news #Model releases #Multimodal

Nov 12026Sunday

23:00
Sakana AI：BlogNov 1 23:00
Sakana AI Holds Tokyo Workshop: Jürgen Schmidhuber Discusses the AI Journey…
Sakana AI held a workshop at Hitotsubashi Hall in Tokyo, announcing the launch of its in-house pretrained language model series "Sakana Sawara (tentative name)," with the first model, Sawara Small (tentative name), planned for release in spring 2027. Chief Scientific Advisor Jürgen Schmidhuber gave a keynote speech and held a conversation with CEO David Ha; the event attracted more than 400 attendees from across Japan. Sakana AI frames AI sovereignty around three pillars: pretraining, post-training, and orchestration, with the latter two corresponding to Sakana Namazu and Sakana Fugu, respectively.
Sakana AI held a workshop at Hitotsubashi Hall in Tokyo, announcing the launch of its in-house pretrained language model series "Sakana Sawara (tentative name)," with the first model, Sawara Small (tentative name), planned for release in spring 2027. Chief Scientific Advisor Jürgen Schmidhuber gave a keynote speech and held a conversation with CEO David Ha; the event attracted more than 400 attendees from across Japan. Sakana AI frames AI sovereignty around three pillars: pretraining, post-train
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#company #Model releases #Agents #English text is being prepared.

Oct 312026Saturday

03:26
Figma AI / Agent / MakeOct 31 03:26
Figma Weave in Detail: Turning Creative Processes into Reusable Workflows
Figma Weave integrates AI generation and editing tools into reusable workflows based on a node canvas, and adds a new way of working in parallel with Figma frames. Workflows support branching exploration and comparing results from the same prompt across multiple AI models, with built-in editing nodes for color correction, compositing, levels, cropping, trimming, and painting. Weave tools are now open for community publishing, so teammates can run packaged workflows directly without manipulating nodes.
Figma Weave integrates AI generation and editing tools into reusable workflows based on a node canvas, and adds a new way of working in parallel with Figma frames. Workflows support branching exploration and comparing results from the same prompt across multiple AI models, with built-in editing nodes for color correction, compositing, levels, cropping, trimming, and painting. Weave tools are now open for community publishing, so teammates can run packaged workflows directly without manipulating
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#company #Product updates #Agents #Multimodal

Oct 302026Friday

23:07
ArenaOct 30 23:07
Arena analyzes 26,225 Agent sessions: without caching, agent costs are 3.6 times higher
Arena analyzed 26,225 Agent sessions, 30 agents, and 13 labs from September 12 to October 23, 2026, and found that if billed at the full input price, the typical task cost for the top ten agents would be 3.6 times higher, and 592% higher on MiMo V2.6 Pro. For agents, 86% to 96% of tokens are repeatedly read context, while their own output accounts for only 1% to 2%. Cache invalidation increases the typical task cost by about 5%, and on Claude Fable 5.1, 1 in every 10 sessions sees an increase of more than 18%.
Arena analyzed 26,225 Agent sessions, 30 agents, and 13 labs from September 12 to October 23, 2026, and found that if billed at the full input price, the typical task cost for the top ten agents would be 3.6 times higher, and 592% higher on MiMo V2.6 Pro. For agents, 86% to 96% of tokens are repeatedly read context, while their own output accounts for only 1% to 2%. Cache invalidation increases the typical task cost by about 5%, and on Claude Fable 5.1, 1 in every 10 sessions sees an increase of
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#editorial #English text is being prepared.#Agents #OpenAI
20:05
Shanghai ObserverOct 30 20:05
Ruijin Hospital Launches Medical Health Digital Twin Alliance, Initiates 50 Million Human Health Digital Twin Plan
Ruijin Hospital, affiliated with Shanghai Jiao Tong University School of Medicine, has led the launch of the International Consortium for Digital Twins in Health and Medicine (ICDT-HM) and initiated the "50 Million Human Health Digital Twin Plan," which aims to support disease prediction, precision prevention, and personalized medicine by integrating longitudinal health data with dynamic models. The alliance will promote the deep integration of large-scale longitudinal population cohorts with AI, build international consensus on data standards, cross-population validation, and data governance, with the 50 million people being a phased planning target.
Ruijin Hospital, affiliated with Shanghai Jiao Tong University School of Medicine, has led the launch of the International Consortium for Digital Twins in Health and Medicine (ICDT-HM) and initiated the "50 Million Human Health Digital Twin Plan," which aims to support disease prediction, precision prevention, and personalized medicine by integrating longitudinal health data with dynamic models. The alliance will promote the deep integration of large-scale longitudinal population cohorts with AI
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#chinese #Industry news #English text is being prepared.
16:42
LeiphoneOct 30 16:42
iFlytek Chairman and President Voluntarily Cut Salaries, Each Forgoing Over 20 Million Yuan; Baidu Confirms Wu Tian's Departure, Wenxin Model to Announce New Progress Next Week
iFlytek Responds to Executive Compensation Questions: Chairman Liu Qingfeng and President Wu Xiaoru Voluntarily Lowered Their Annual Salaries, Actually Receiving 4.1 Million Yuan and 3 Million Yuan Respectively for 2025, With Both Seeing Their Payable Compensation Reduced by Over 20 Million Yuan. Baidu Confirms That Group Vice President and Baidu Research Deputy Director Wu Tian Has Departed, and the Wenxin Model Will Announce New Progress Publicly Next Week. The U.S. Department of Justice Has Launched an Antitrust Investigation Into Nvidia's $12.9 Billion Acquisition of Hugging Face, Focusing on GPU Bundling and Control of AI Ecosystem Distribution Nodes.
iFlytek Responds to Executive Compensation Questions: Chairman Liu Qingfeng and President Wu Xiaoru Voluntarily Lowered Their Annual Salaries, Actually Receiving 4.1 Million Yuan and 3 Million Yuan Respectively for 2025, With Both Seeing Their Payable Compensation Reduced by Over 20 Million Yuan. Baidu Confirms That Group Vice President and Baidu Research Deputy Director Wu Tian Has Departed, and the Wenxin Model Will Announce New Progress Publicly Next Week. The U.S. Department of Justice Has L
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#hot-signal #Industry news #Embodied AI #Google