←Search results

English text is being prepared.

By relevance · Total 2896 results Clear search

Wednesday

  1. Rohan Paul

    Anthropic IPO underwriting fees may reach $100 million each

    Goldman Sachs has secured the lead-left seat on Anthropic's prospectus, while Morgan Stanley has shifted to a stabilizing market agent role. If the IPO structure follows that of SpaceX, the two investment banks may each receive about $100 million in underwriting fees. SpaceX's June IPO had a fee pool of about $500 million, with the two lead underwriters each receiving about $100 million and the remaining roughly 20 firms splitting about $300 million; Anthropic has not yet disclosed its own fees. Morgan Stanley also co-led the $63B Broadcom financing used to supply chips to Anthropic.

    Goldman Sachs has secured the lead-left seat on Anthropic's prospectus, while Morgan Stanley has shifted to a stabilizing market agent role. If the IPO structure follows that of SpaceX, the two investment banks may each receive about $100 million in underwriting fees. SpaceX's June IPO had a fee pool of about $500 million, with the two lead underwriters each receiving about $100 million and the remaining roughly 20 firms splitting about $300 million; Anthropic has not yet disclosed its own fees.

    Matched fieldsBody

    #ai-news#Industry news#Anthropic
  2. Arena

    GPT-6.1 Terra ranks 14th on Code Arena WebDev with 1,671 points and a 28% lower cost per task

    Arena.ai announced that OpenAI's GPT-6.1 Terra (Max) ranks 14th on Code Arena: WebDev with 1,671 points, 151 points higher than GPT-5.6 Terra, which now ranks 56th. Its median cost per task is $0.40, 28% lower than GPT-5.6 Terra's $0.56. Within the same family, it is 81 points below the 4th-ranked GPT-6.1 Sol (1,752 points), but its median cost per task is 75% lower; it is 6 points below the 11th-ranked GPT-6 Sol (1,677 points), with a 76% lower cost.

    Matched fieldsBody

    #editorial#Evaluations / benchmarks#English text is being prepared.#OpenAI
  3. Artificial Analysis

    Ant's Ling 3.1 Flash 1019 Open-Sourced, Intelligence Index Rises to 44

    Ant Group's AntLingAGI has released Ling 3.1 Flash 1019, an updated version of Ling 3.1 Flash, scoring 44 on the Artificial Analysis Intelligence Index v4.3, up from 41 for the previous generation. The model is a reasoning model with 560B total parameters and 25B activated parameters, supports a 1M token context window, is released under the MIT license, is available as open weights on Hugging Face, and can be accessed via InclusionAI's first-party API. In terms of agentic capabilities, AA-Briefcase v1.1's Elo rose from 1397 to 1521, GDPval-AA v2.1 rose from 1617 to 1653, and AutomationBench-AA rose from 62% to 68%; Humanity's Last Exam rose from 39% to 43%, and CritPt rose from 18% to 26%. Output tokens per task increased to 145k, up from 103k for the previous generation, with a cost of $1.49 per task and pricing of $0.30 per 1M input tokens and $0.90 per 1M output tokens.

    Ant Group's AntLingAGI has released Ling 3.1 Flash 1019, an updated version of Ling 3.1 Flash, scoring 44 on the Artificial Analysis Intelligence Index v4.3, up from 41 for the previous generation. The model is a reasoning model with 560B total parameters and 25B activated parameters, supports a 1M token context window, is released under the MIT license, is available as open weights on Hugging Face, and can be accessed via InclusionAI's first-party API. In terms of agentic capabilities, AA-Brief

    Matched fieldsBody

    #editorial#Model releases#Reasoning#Open-source ecosystem
  4. IEEE Spectrum

    VicOne LAB R7 research: robot safety functions work normally, but what happens when inputs are tampered with?

    VicOne LAB R7 demonstrated how tampered inputs can change robot behavior while safety functions continue to work as usual: in the Gemma 4 E4B robot dog test, text on a poster was treated as an instruction and changed its movement; in a hospital service robot simulation using Nemotron + NVIDIA Jetson AGX Orin, constructed audio inaudible to the human ear changed the simulated behavior. Researchers also injected messages into a ROS 2/DDS robot that was supposed to remain stationary during a robot bug bounty event, causing it to move. VicOne recommends testing safety limits with adversarial scenarios before and after deployment, and providing evidence against GB/T 45502-2025, IEC TS 63074, and the EU Machinery Regulation applicable from January 20, 2027.

    VicOne LAB R7 demonstrated how tampered inputs can change robot behavior while safety functions continue to work as usual: in the Gemma 4 E4B robot dog test, text on a poster was treated as an instruction and changed its movement; in a hospital service robot simulation using Nemotron + NVIDIA Jetson AGX Orin, constructed audio inaudible to the human ear changed the simulated behavior. Researchers also injected messages into a ROS 2/DDS robot that was supposed to remain stationary during a robot

    Matched fieldsBody

    #hot-signal#Safety / alignment#Embodied AI#English text is being prepared.
  5. Jiwei.comSelected

    Anthropic Files IPO Prospectus; US Media Says Its Listing Will Test the Entire AI Industry

    Anthropic has officially filed its IPO prospectus and could list as early as next month; the IPO may raise $100 billion. The prospectus discloses that it plans to invest up to $807 billion over the next decade in data centers, chips, and cloud computing, but its third-quarter revenue was $16.8 billion, up 45% quarter-over-quarter, a slower growth rate than the 141% in the second quarter. The New York Times said this listing will, for the first time, give the outside world an in-depth look at the operating conditions of the key companies underpinning the AI boom, and will test the sustainability of massive investments in chips, data centers, and other areas.

    Anthropic has officially filed its IPO prospectus and could list as early as next month; the IPO may raise $100 billion. The prospectus discloses that it plans to invest up to $807 billion over the next decade in data centers, chips, and cloud computing, but its third-quarter revenue was $16.8 billion, up 45% quarter-over-quarter, a slower growth rate than the 141% in the second quarter. The New York Times said this listing will, for the first time, give the outside world an in-depth look at the

    Matched fieldsBody

    #hot-signal#Industry news#OpenAI
  6. 36Kr · AI

    NeuroXess Completes 700 Million Yuan Series B Financing; Tri-All Brain-Computer Interface System Enters Registrational Clinical Trials

    NeuroXess has completed a 700 million RMB Series B financing, jointly led by SDIC Jili, Shenzhen Capital Group, and Qinzhi Capital. The funds will be used for multicenter clinical trials and registration approval, mass-production construction, and next-generation product R&D for its "fully implanted, fully wireless, fully functional" brain-computer interface system. The system has completed 65 clinical trials, and in July this year entered the Class III medical device registrational clinical trial stage, led by Huashan Hospital affiliated with Fudan University, with Professor Mao Ying's team serving as the principal investigators. Founder Tao Hu said that the current dozens of cases of data are not yet sufficient for the algorithm to transfer across different patients, and hundreds or even thousands of cases need to be accumulated.

    NeuroXess has completed a 700 million RMB Series B financing, jointly led by SDIC Jili, Shenzhen Capital Group, and Qinzhi Capital. The funds will be used for multicenter clinical trials and registration approval, mass-production construction, and next-generation product R&D for its "fully implanted, fully wireless, fully functional" brain-computer interface system. The system has completed 65 clinical trials, and in July this year entered the Class III medical device registrational clinical tri

    Matched fieldsBody

    #hot-signal#Industry news#Embodied AI
  7. TMTPost · AGI

    Day 130 of Xiaowei's gray release: WeChat breaks mini programs into parts and hands them to AI

    It has been 130 days since WeChat's native AI assistant "Xiaowei" launched. Its entry points have expanded from the 16 officially disclosed to 28 measured by third parties, covering chat, search, official accounts, Channels, and PC. Through the developer integration guide released on June 8, WeChat requires developers to break mini programs into atomic interfaces and atomic components and write SKILL documentation; mini programs that have not integrated will be unable to be recommended and invoked by WeChat AI. The article also mentions that the development model must pass platform evaluation (80 points or above in the three items of service delivery, interaction experience, and performance quality, and 60 points or above in scenario coverage) to be eligible for invocation, while the invocation ranking rules have not yet been made public.

    It has been 130 days since WeChat's native AI assistant "Xiaowei" launched. Its entry points have expanded from the 16 officially disclosed to 28 measured by third parties, covering chat, search, official accounts, Channels, and PC. Through the developer integration guide released on June 8, WeChat requires developers to break mini programs into atomic interfaces and atomic components and write SKILL documentation; mini programs that have not integrated will be unable to be recommended and invok

    Matched fieldsBody

    #hot-signal#English text is being prepared.#Agents#English text is being prepared.
  8. heise online

    Siri AI adds multilingual support, German still absent

    Apple is expanding language support for Siri AI in iOS, iPadOS and macOS 27.2, adding French, Spanish, Portuguese, Japanese and Korean; by the end of the year it will also support Norwegian, Turkish, Traditional Chinese and Vietnamese, with German not arriving until 2027 at the earliest. Siri AI is still labeled as Beta; version 27.2 will support remembering previous conversations, deeper use of personal data, and integration of photos, calendar invitations and voicemail in iMessage. Siri AI remains blocked on iPhone, iPad and Apple Watch in EU member states.

    Apple is expanding language support for Siri AI in iOS, iPadOS and macOS 27.2, adding French, Spanish, Portuguese, Japanese and Korean; by the end of the year it will also support Norwegian, Turkish, Traditional Chinese and Vietnamese, with German not arriving until 2027 at the earliest. Siri AI is still labeled as Beta; version 27.2 will support remembering previous conversations, deeper use of personal data, and integration of photos, calendar invitations and voicemail in iMessage. Siri AI rem

    Matched fieldsBody

    #hot-signal#Product updates#Speech#English text is being prepared.
  9. heise onlineSelected

    Anthropic Prepares for IPO: Prospectus Discloses Compute Commitments and Security Risks

    Anthropic is preparing for an IPO, with a valuation estimated at up to $2 trillion, and the prospectus published this Monday disclosed details on security, customer dependence, and corporate governance. In the first nine months of 2026, about 5% to 7% of revenue came from customers found to have violated usage policies; the top five customers contributed about 25% of revenue, and in the first half of 2026, 48% of revenue was obtained through platforms such as AWS, Google Cloud, and Microsoft Azure. Existing and planned AI infrastructure agreements total about $657 billion, of which about $417 billion is non-cancelable, and spending could rise to $806 billion after including hardware capacity still under negotiation. After listing, the seven founders will collectively control 50.1% of ordinary shareholder voting rights. The specific listing date has not yet been determined; according to The Wall Street Journal, the target is the week of November 16.

    Anthropic is preparing for an IPO, with a valuation estimated at up to $2 trillion, and the prospectus published this Monday disclosed details on security, customer dependence, and corporate governance. In the first nine months of 2026, about 5% to 7% of revenue came from customers found to have violated usage policies; the top five customers contributed about 25% of revenue, and in the first half of 2026, 48% of revenue was obtained through platforms such as AWS, Google Cloud, and Microsoft Azu

    Matched fieldsBody

    #hot-signal#Industry news#Anthropic#OpenAI
  10. heise online

    Apple Creator Studio subscription adds AI assistants, starting with Logic Pro and iWork and initially supporting only American English

    Apple is expanding its Creator Studio subscription bundle for creative professionals, adding AI assistants based on Apple's own models and OpenAI models to Mac Logic Pro as well as Keynote, Pages, and Numbers. The updates are planned for release via the App Store in November, but no specific date was given. The Logic Pro assistant can explain production workflows, help prepare songs, and set up vocal tracks, while the iWork assistant generates content based on the context of the current document; both launch in Beta and initially support only American English. Keynote, Pages, and Numbers can connect to external AI agents via the Model Context Protocol, but Apple did not say whether Freeform supports MCP, nor did it explain the mechanisms for authorization and change confirmation by document, agent, or session. Final Cut Pro integrates MotionVFX's templates, graphics, transitions, and rotoscoping, tracking, and color grading tools, and can work in conjunction with Pixelmator Pro; Pixelmator Pro adds Generate Fill. The subscription price is 13 euros per month or 129 euros per year.

    Apple is expanding its Creator Studio subscription bundle for creative professionals, adding AI assistants based on Apple's own models and OpenAI models to Mac Logic Pro as well as Keynote, Pages, and Numbers. The updates are planned for release via the App Store in November, but no specific date was given. The Logic Pro assistant can explain production workflows, help prepare songs, and set up vocal tracks, while the iWork assistant generates content based on the context of the current document

    Matched fieldsBody

    #hot-signal#Product updates#Agents#English text is being prepared.
  11. Thurrott

    RTX Spark Local AI Coding Hands-On Test: Repeated Attempts Still Fail to Find a Stable, Reproducible Solution

    The author spent several days trying local AI coding on the RTX Spark but was never able to find a stable, reproducible workflow. He tested Llama Windows, the graphical front end for llama.cpp that Hugging Face released alongside the RTX Spark, but the burden of choosing local model versions and sizes, along with development environment errors, falls entirely on the user. So far, only general chat scenarios can be considered a modest success.

    Matched fieldsBody

    #hot-signal#Tutorials / practice#English text is being prepared.#Open-source ecosystem
  12. Unite.AI

    Oracle and OpenAI Expand Partnership, Launch Four Enterprise AI Products

    At Oracle AI World in Las Vegas, Oracle announced an expanded partnership with OpenAI, launching four products—Oracle AI Workspace, Oracle AI Security Mesh, Oracle App Composer, and Oracle AI SMB Bundle—that combine OpenAI models, ChatGPT, and Codex with Oracle applications, data, and cloud infrastructure. Among them, AI Workspace connects to Fusion Applications, NetSuite, Oracle AI Database, and OCI through a ChatGPT plug-in and is coming soon; App Composer lets employees build enterprise applications with Codex, with Oracle managing deployment on OCI, and is currently in Limited Availability. AI SMB Bundle is aimed at eligible U.S. private small businesses, providing $12,000 in annual Oracle cloud credits for up to three years.

    At Oracle AI World in Las Vegas, Oracle announced an expanded partnership with OpenAI, launching four products—Oracle AI Workspace, Oracle AI Security Mesh, Oracle App Composer, and Oracle AI SMB Bundle—that combine OpenAI models, ChatGPT, and Codex with Oracle applications, data, and cloud infrastructure. Among them, AI Workspace connects to Fusion Applications, NetSuite, Oracle AI Database, and OCI through a ChatGPT plug-in and is coming soon; App Composer lets employees build enterprise appli

    Matched fieldsBody

    #hot-signal#Industry news#OpenAI#Agents
  13. Unite.AI

    Perplexity Publishes LLM Gateway Best Practices Guide, Outlining Request Flow and Production Risks

    On October 27, 2026, Perplexity published an LLM gateway best practices guide explaining how this middleware layer routes, authenticates, caches, and logs model calls, and distinguishing four categories: API gateways, LLM gateways, MCP gateways, and AI gateways. The guide breaks down the mechanism through a six-step request lifecycle, while warning that the gateway centralizes credentials from various providers, and cites the LiteLLM gateway breach disclosed by Microsoft and two high-severity vulnerabilities, CVE-2026-35029 and CVE-2026-59823, reported by Check Point (already fixed in LiteLLM 1.83.9). The article also lists postmortems of Cloudflare AI Gateway and OpenRouter outages, four deployment paths, and paid plans starting at about $50 per month.

    On October 27, 2026, Perplexity published an LLM gateway best practices guide explaining how this middleware layer routes, authenticates, caches, and logs model calls, and distinguishing four categories: API gateways, LLM gateways, MCP gateways, and AI gateways. The guide breaks down the mechanism through a six-step request lifecycle, while warning that the gateway centralizes credentials from various providers, and cites the LiteLLM gateway breach disclosed by Microsoft and two high-severity vu

    Matched fieldsBody

    #hot-signal#Safety / alignment#English text is being prepared.#OpenAI
  14. Unite.AI

    Oracle Acceleron adds front-end RDMA and multiplane failover for AI

    At Oracle AI World, Oracle added front-end RDMA connectivity, NVMe block storage expansion options (performance up to 3x higher), and the collective communication library OCCL for multiplane networks to Oracle Acceleron cloud networking. As a plugin for common collective communication libraries, OCCL can automatically switch paths when a link, port, or NIC fails, allowing distributed training to continue without restarting jobs. Transparent Front-End Multiplanar Networking, meanwhile, brings transparent path selection, failover, and congestion control to front-end networks.

    At Oracle AI World, Oracle added front-end RDMA connectivity, NVMe block storage expansion options (performance up to 3x higher), and the collective communication library OCCL for multiplane networks to Oracle Acceleron cloud networking. As a plugin for common collective communication libraries, OCCL can automatically switch paths when a link, port, or NIC fails, allowing distributed training to continue without restarting jobs. Transparent Front-End Multiplanar Networking, meanwhile, brings tra

    Matched fieldsBody

    #hot-signal#Product updates#English text is being prepared.#English text is being prepared.
  15. Unite.AI

    Invesco Partners with Anthropic to Bring Portfolio Tools into Claude

    On October 27, 2026, Invesco announced a partnership with Anthropic to bring portfolio intelligence and practice management resources into Claude for Financial Advisors through the new Invesco connector. Advisors using Invesco Model Portfolios can access portfolio information directly in Claude and call on its proprietary practice management research. The connector is an extension of the Claude for Financial Advisors suite that Anthropic launched on September 14, 2026, when Invesco was already listed as a connector partner.

    On October 27, 2026, Invesco announced a partnership with Anthropic to bring portfolio intelligence and practice management resources into Claude for Financial Advisors through the new Invesco connector. Advisors using Invesco Model Portfolios can access portfolio information directly in Claude and call on its proprietary practice management research. The connector is an extension of the Claude for Financial Advisors suite that Anthropic launched on September 14, 2026, when Invesco was already l

    Matched fieldsBody

    #hot-signal#Product updates#English text is being prepared.#Anthropic
  16. Unite.AI

    Oracle will offer Snowflake AI Data Cloud as a first-party service on OCI

    Oracle and Snowflake announced at Oracle AI World that Snowflake AI Data Cloud will arrive on Oracle Cloud Infrastructure (OCI) as a native first-party service, allowing customers to purchase, provision, and pay for it through Oracle Universal Credits directly via Oracle. The service is still planned and not yet available; it will support native connectivity from data sources such as Oracle Fusion Cloud Applications, NetSuite, Oracle Autonomous AI Database, MySQL HeatWave, and Oracle NoSQL Database, reducing cross-cloud data movement and egress costs.

    Oracle and Snowflake announced at Oracle AI World that Snowflake AI Data Cloud will arrive on Oracle Cloud Infrastructure (OCI) as a native first-party service, allowing customers to purchase, provision, and pay for it through Oracle Universal Credits directly via Oracle. The service is still planned and not yet available; it will support native connectivity from data sources such as Oracle Fusion Cloud Applications, NetSuite, Oracle Autonomous AI Database, MySQL HeatWave, and Oracle NoSQL Datab

    Matched fieldsBody

    #hot-signal#Industry news#English text is being prepared.#English text is being prepared.
  17. Unite.AI

    Infisical raises a $40 million Series B at a $600 million valuation to secure AI agent access

    Infisical has raised a $40 million Series B at a $600 million valuation, led by Elad Gil with participation from Gradient and Y Combinator. The funds will be used to accelerate product development, expand the engineering and marketing teams, and build security infrastructure for AI agents. Its Agent Vault is currently labeled as a preview version; it uses a forward proxy to attach real credentials when a request is sent, so that secrets do not enter the agent's environment, file system, or model context.

    Infisical has raised a $40 million Series B at a $600 million valuation, led by Elad Gil with participation from Gradient and Y Combinator. The funds will be used to accelerate product development, expand the engineering and marketing teams, and build security infrastructure for AI agents. Its Agent Vault is currently labeled as a preview version; it uses a forward proxy to attach real credentials when a request is sent, so that secrets do not enter the agent's environment, file system, or model

    Matched fieldsBody

    #hot-signal#Industry news#Agents#Safety / alignment

Tuesday

  1. Zhidongxi

    Rokid launches full-color AI glasses Rokid Color and second-generation Rokid Glasses 2, starting at 4,999 yuan

    Leqi Rokid unveiled the second-generation AI glasses Rokid Glasses 2, its first full-color AI glasses Rokid Color, and the smart ring Rokid Ring at its October 27 launch event in Hangzhou. Rokid Color starts at 4,999 yuan and uses a 0.16cc Micro-LED full-color optical engine exclusively customized with JBD, supporting 16.77 million colors and a 167% sRGB color gamut, with the device weighing 55g; Rokid Glasses 2 starts at 3,699 yuan and is the first in China to feature the Qualcomm Snapdragon AR1+ platform, equipped with a dual-chip architecture combining it with the Bestechnic BES2900BP. Rokid also released the Rokid Prism connector, which allows AI glasses to invoke desktop agents such as Hermes and Codex to execute tasks.

    Leqi Rokid unveiled the second-generation AI glasses Rokid Glasses 2, its first full-color AI glasses Rokid Color, and the smart ring Rokid Ring at its October 27 launch event in Hangzhou. Rokid Color starts at 4,999 yuan and uses a 0.16cc Micro-LED full-color optical engine exclusively customized with JBD, supporting 16.77 million colors and a 167% sRGB color gamut, with the device weighing 55g; Rokid Glasses 2 starts at 3,699 yuan and is the first in China to feature the Qualcomm Snapdragon AR

    Matched fieldsBody

    #hot-signal#Product updates#Multimodal#English text is being prepared.
  2. Zhidongxi

    Arm proposes a CPU performance benchmarking methodology for agentic AI, with a white paper comparing AMD EPYC

    Ravi Malhotra, Director of Cloud AI Solutions Architecture at Arm, shared a CPU performance benchmarking methodology for agentic AI, which is included in the white paper "How to Define CPU and Software Stack Performance for Agentic AI." The methodology is divided into two parts: component benchmarking and end-to-end agentic benchmarking. A Signal65 report shows that under the same power budget, the per-rack performance of Arm AGI CPUs is approximately 1.99 times that of AMD EPYC 9755, the end-to-end agentic benchmark is 2 times, and on SWE-bench and Terminal-Bench, performance is about 20% higher at both the per-core and SoC levels.

    Ravi Malhotra, Director of Cloud AI Solutions Architecture at Arm, shared a CPU performance benchmarking methodology for agentic AI, which is included in the white paper "How to Define CPU and Software Stack Performance for Agentic AI." The methodology is divided into two parts: component benchmarking and end-to-end agentic benchmarking. A Signal65 report shows that under the same power budget, the per-rack performance of Arm AGI CPUs is approximately 1.99 times that of AMD EPYC 9755, the end-to

    Matched fieldsBody

    #hot-signal#Papers/Research#Agents#English text is being prepared.
  3. heise online

    heise Robot Vacuum Top 10: Roborock Saros 20 Sonic Takes First Place…

    In the heise bestenlisten Robot Vacuum Top 10 ranking, the Roborock Saros 20 Sonic was rated the test winner, featuring 36,000 Pa suction power, 4,000 vibrations/minute mopping, an ultra-slim 7.98 cm body and obstacle-climbing capability of up to 8.8 cm, currently priced at around 920 euros. The Dreame Matrix 10 Ultra ranks second; it is the first model to support automatic mop pad replacement and comes with three-compartment detergent dispensing, currently priced at 689 euros. The Ecovacs Deebot X11 Omnicyclone, at 550 euros (original price 1,300 euros), is the best value champion.

    In the heise bestenlisten Robot Vacuum Top 10 ranking, the Roborock Saros 20 Sonic was rated the test winner, featuring 36,000 Pa suction power, 4,000 vibrations/minute mopping, an ultra-slim 7.98 cm body and obstacle-climbing capability of up to 8.8 cm, currently priced at around 920 euros. The Dreame Matrix 10 Ultra ranks second; it is the first model to support automatic mop pad replacement and comes with three-compartment detergent dispensing, currently priced at 689 euros. The Ecovacs Deebo

    Matched fieldsBody

    #hot-signal#English text is being prepared.