Focusing on the emerging trends of industry large models, deeply analyzing the implementation and practice of all-domain artificial intelligence in government and enterprise scenarios
Ten AI headlines: secure token channel for AI voice, Kingbase AI database, Qingdao industrial agent event, Nvidia guaranteeing Nscale's $5B-plus financing, Oracle adding Google TPUs, CXMT Q3 results and more.
Nvidia disclosed its next-gen CPO roadmap: optical engines move from the organic substrate into the silicon interposer, prototypes in place. CPO switches hit full production in August and engine capacity is set to rise 15-fold.
Intel plunged 28% on Oct 30, its worst day since 1974, after Q4 guidance missed on soft PC demand and constrained AI chip supply; an Israel plant blast cost about $600M in CPU sales.
Huixi Technology filed for IPO tutoring with the Beijing securities regulator on October 28, with CITIC Securities as sponsor, per regulator disclosures and Chinese media. The embodied-AI chip startup has raised over 2.5 billion yuan in 2026 alone, with Xiaomi, NIO Capital and Agibot among its backers.
Moore Threads' Q3 revenue hit 1.552 billion yuan, up 1,773.9% year over year, with its first positive quarterly non-GAAP net profit of 20.07 million yuan — pulling forward a profitability timeline the GPU maker had set for 2027.
A 31-year-old former Amazon engineer died after stopping medication on ChatGPT's advice; her parents are suing OpenAI. General chatbots are not medical devices, yet users treat their advice as prescriptions.
China's steel association says AI is turning steelmaking from experience-based to data-driven. With inventories near a four-year high and margins thin, intelligence is now on the critical path of the industry's quality upgrade.
West China Hospital and Huawei inaugurated a joint innovation lab on Oct 30, releasing four medical AI deliverables including a smart healthcare global showcase site, deepening a partnership that spans multi-omics, specialty agents and a hospital-wide data foundation.
Nvidia slips below $5T; Meta plans a $97.5B raise; Micron breaks ground on $9.3B Hiroshima HBM expansion; Changfei profit up 17x; Cognition eyes $40B — today's 12-item brief.
12 municipal departments jointly issued the 2026-2028 plan: 10 vertical industrial LLMs, 20 industrial agents, 50 typical AI scenarios and 100 advanced-or-above smart factories by end-2028, with full AI-readiness diagnostics for above-scale firms.
Ten highlights: Guizhou opens 150 AI application scenarios; Google ships Gemini 4 Carbon; Guoxing Astronautics clears its HKEX hearing; Kunlun's Skywork AI revenue jumps 168%; Alibaba Cloud launches supernode instances.
Samsung booked 195.3 trillion won in Q3 revenue and 107.4 trillion won operating profit — the first 100-trillion-won quarter ever — as HBM4 sales tripled. Management warned memory tightness could extend into 2028.
SPDB added dedicated AI security roles to its HQ job matrix on Oct 27, following ICBC, BOC and others. With prompt injection, agent autonomy and data poisoning converging, banks are shifting from competing on compute to competing on governance.
Ten highlights: Ant's Bailian open-sources Ling-3.1-flash-1019; the Sichuan-Chongqing AI roadshow tops 1 billion yuan in demand; Weina Kernel raises 3 billion yuan in six months; Mindray pushes device-level AI; iSoftStone posts 29.367 billion yuan revenue.
Runze Technology is accelerating its Batam and Hong Kong datacenters, with the first 60MW nearing completion, Zhiding reports. Spillover AI demand is turning into overseas IDC orders — Southeast Asia is the first stop for Chinese compute going global.
OpenAI plans to buy Google's TPU chips alongside Nvidia GPUs for its compute build-out, The Information reports; Alphabet shares rose. Google's silicon business lands its first OpenAI-scale customer as the bond with Nvidia — its biggest — shows its first loosening.
Robotics AI company Physical Intelligence is in talks to raise at least $1 billion at a valuation of roughly $20 billion, Bloomberg reports — a 3.6x jump in under a year for a firm with zero revenue and no mass-produced robot. The bet: a general-purpose AI brain that works across robots.
Molecule Hearts' MMDesign report spans 19 projects across 18 targets: 18 produced bindable molecules — a 94.7% project success rate. Of 453 tested candidates, 139 confirmed binding (30.7%). After three iterations in six months, de novo protein design has entered systematic validation.
The 2026 Outstanding Smart Factory list is out: NIO and MeiZhi win the Excellent level, Xiaomi's super factory enters the Lighthouse tier. Xiaomi also disclosed its dexterous hand was validated on 1,827 factory SOPs, with a 21-DOF design lifting grip success by 15%-38%.
China's first government-hospital-AI jointly built hospital opened in Optics Valley: 70% of devices are local, Mindray's lab model analyzes complex cases in 1 minute with 93%+ clinical agreement, and United Imaging extends AI from reading scans to full workflows.
Deepblue's Wowoker is an enterprise work phone built on Kirin chips and HarmonyOS, fusing multimodal models with an AgentOS orchestration layer so agents execute sales and marketing tasks on-device, per Shanghai Securities News.
The partner failed for over two years to deposit the required 300M yuan into escrow for the 25,000P Guanggu project — another sign of rational retrenchment in China's regional computing-center buildout.
Reuters reports the US Justice Department is examining Nvidia's $12.93B takeover of Hugging Face, probing whether owning the de facto model hub hands the chipmaker control of a key AI distribution channel.
Aliyun and Tsinghua won a CCF first prize for high-performance intelligent-compute networking; the flat two-tier HPN architecture, end-network path selection and root-cause localization were rated internationally leading and are already deployed at scale.
