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Iluvatar CoreX held the first live demonstration of its general-purpose GPU TianGai 300 and the on-device compute terminal TY1200, and previewed the next-generation on-device product TY2000 with a nominal compute of 600T. The TianGai 300 has 144GB of memory, delivering Attention performance 1.05 times that of the H200 under a 64K long context and MoE throughput 1.15 times that of the H200 on the GLM-5.3 model; the TY1200 offers 300 TOPS INT8 dense compute, with measured TPS surpassing NVIDIA's T

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Reports from Grist and WIRED point out that although most emergency management agencies do not allow employees to use generative AI, experts believe that state and local disaster departments are already using it privately to draft alerts. A county emergency manager in Alabama once used AI to generate a hurricane risk map, but the result was meteorologically inaccurate; meanwhile, models from companies such as EM1 can already rewrite flood alerts for the San Juan River in New Mexico, adding the i

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Google has released its flagship model Gemini 4 Carbon, built specifically for continuously running agentic workflows, with a focus on improving coding, agentic, scientific task, and full-stack web development capabilities. The model ranks first on the Artificial Analysis Intelligence Index v5.0 with a score of 59, surpassing Claude Opus 5.5, GPT-6 Astra, and GPT-6.1 Sol; the launch promotional price is $2 per million input tokens and $10 per million output tokens, with a 95% discount available

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Maxinsights has completed a $30 million seed round led by PeakXV, with participation from Tola Capital, South Park Commons, INCE Capital and Alumni Ventures, to expand its physical AI data platform that collects real human activity data for robots and AI models. The company has collected over 2 million hours of real human activity data, of which 1.5 million hours can be used directly for model training, serving more than 30 AI lab and foundation model developer clients. The company has also laun

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Xreal Aura, the Android XR glasses developed by Xreal in collaboration with Google, is now on sale in the US, Canada, Japan and South Korea. The 12GB+256GB version costs $1,279 and the 16GB+512GB version $1,499, with promotional prices of $1,099 and $1,299 before the end of the year; shipping begins in mid-November. It weighs about 95 grams and uses a split architecture that puts the main computing unit and battery in a wired pocket host. It is powered by Qualcomm's Snapdragon Reality Elite chip

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In an interview, Daptic CEO Baptiste Bouvier explained that the company uses an AI platform to connect regulatory changes and interpretations with product requirements, serving industries such as automotive, aerospace, defense, medical devices, and robotics that face thousands of regulations. He emphasized that traceability and human oversight are the foundation of trust: AI is responsible for finding and structuring information, while engineers and regulatory experts remain responsible for revi

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In 2026, full-color AI glasses are making intensive appearances. RayNeo is preheating its fourth-generation binocular full-color AI glasses, the iO+, whose full-color light engine is smaller than 0.18cc, already approaching the level of monochrome Micro-LED optical engines. In the same period, Rokid released the full-color AI glasses Rokid Color, adopting a Micro-LED and diffractive optical waveguide solution, priced from 4,999 yuan. Since the X1 in 2021, RayNeo has continuously invested in full

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Running AI agents on Kubernetes requires five layers of sandbox isolation: the isolation layer can use runc, gVisor, or Kata Containers, corresponding to shared kernel, restricted kernel interfaces, and full VM isolation respectively; the node layer requires configuring containerd, KVM, and the guest kernel for the chosen runtime; the access layer uses NetworkPolicy to deny outbound network access by default, issues short-lived credentials per task, and mounts data read-only; the request layer u

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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%

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AI Business reported that, in the week ending October 25, Chinese models accounted for more than half of the token statistics on OpenRouter, whereas about a year ago only one of the nine models on the site's weekly usage list came from China. Red Hat is internally piloting self-hosted GLM, used by up to 1,400 engineers, with about 70% of inference traffic going to open source models, and it controls costs with a frontier model quota of $300 per person per month. DataCamp, due to latency and insu

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Anthropic has filed a prospectus with the SEC, planning to list on Nasdaq under the ticker "ANT", with first-half revenue of US$16.3 billion and operating profit in the second quarter. Founded five years ago, the company has raised nearly RMB 140 billion in the private market; its IPO valuation is expected at US$1.5 trillion to US$2 trillion, with projected compute investment of US$800 billion. OpenAI announced in September that it would not go public this year, leaving Anthropic to push ahead w

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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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The PyTorch Foundation has released PyTorch 2.15. All process groups using nccl now default to the rewritten NCCL backend, accompanied by a flight recorder that dumps on-site information when collective communication hangs, and can be reverted via TORCH DIST USE NCCL2=0 or nccl-legacy. This version also adds float8 e4m3fn and scaled mm support for Apple Silicon, and the new grouped mm improves MoE decoding throughput by 1.32–1.34x on M3 Ultra. The default wheel is upgraded to CUDA 13.2, while a

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The Verge's Decoder podcast invited SemiAnalysis analyst Joey Brookhart to break down the S-1 filed by Anthropic, discussing its potential Nasdaq listing at a valuation of $1.5 trillion to $2 trillion. Brookhart said Anthropic has achieved over $70 billion in ARR, with inference gross margins turning from negative 94% two years ago to positive 85%, and revenue per megawatt of inference at about $65 million, but revenue is highly concentrated in coding scenarios, and about 70% of compute is used

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Google DeepMind released the cybersecurity frontier model Gemini 4 Carbon on October 28, topping the Artificial Analysis Intelligence Index v5.0 with a composite score of 59, priced at $2 per million input tokens and $10 per million output tokens. Anthropic filed its S-1 prospectus with the SEC on October 26, planning to list on Nasdaq under the ticker ANT, with a target valuation of $1.5 trillion to $2 trillion and fundraising of up to $100 billion. In the same period, Microsoft disclosed for t

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A TMTPost article states that ByteDance has listed world models as one of its four major AI priorities for 2026, with the goal of releasing at least one version by the end of the year, benchmarked against Google Genie 3, and that users can enter cloud-generated worlds via Pico headsets using voice and motion. The article also reviews Google Genie 4, released on October 28, which supports real-time changes to weather, camera movement, and the introduction of characters using natural language, and

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Alphabet's third-quarter revenue rose 25% year-over-year to $127.58 billion, while net profit fell 25% year-over-year to $26.17 billion, free cash flow was negative more than $9 billion, and the stock fell nearly 10% in after-hours trading. Capital expenditures of $51.4 billion were mostly directed toward AI infrastructure, and CFO Anat Ashkenazi maintained the full-year 2026 capital expenditure range of $195 billion to $205 billion unchanged. Hours before the earnings release, Google launched G

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On October 29, at the Android Dev Summit 2026, Google announced that multiple core Android XR development tools have entered the stable phase, with the 1.0 stable versions of Jetpack SceneCore, ARCore for Jetpack XR, and XR Runtime released on October 21. On the same day, XREAL AURA, a wired XR glasses product developed in collaboration between Google and XREAL, was officially released, featuring a 70-degree field of view and a glasses body weighing less than 95 grams, with a limited-time launch

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Intel reported third-quarter revenue of $16.51 billion, up 21% year-over-year, and earnings per share of 52 cents, both beating Wall Street expectations. However, its fourth-quarter guidance was only about 25 cents per share on revenue of $15 billion to $16 billion, far below analysts' expectations of 43 cents and $17.1 billion, sending the stock down more than 22% after hours. Revenue from the Client Computing and Physical AI businesses fell 5% year-over-year to $8.1 billion, while revenue from

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