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Man uses Doubao to identify father's stroke symptoms, seeks medical treatment overnight for timely thrombolysis

Mr. Yu from Beijing input the symptoms of his 63-year-old father's leg weakness and difficulty swallowing, along with his past medical history, into Doubao. Doubao twice reminded him to seek immediate medical attention to rule out cerebral infarction. He rushed to Liaocheng People's Hospital overnight, where acute cerebral infarction was confirmed, and the 4.5-hour thrombolysis window was seized; the elderly man recovered well. The report also mentions that in the comments section, some parents had similar experiences of discovering conditions such as developmental dysplasia of the hip after being prompted by Doubao. Li Shujuan, a doctor at Fuwai Hospital, believes that AI is helpful for emergency warning and triage reference, but it can only serve as a reference and cannot replace in-person medical consultations.

DeepSeek Establishes Product Department, Quantitative Trader Cui Tianyi to Coordinate Four Teams Including Harness

On October 16, DeepSeek established a product department, integrating the four teams Harness, Web, App, and Platform, headed by Cui Tianyi, who comes from a quantitative trading background, to coordinate product, design, and R&D. Previously, Guo Daya, a core contributor to R1, left in March 2026 to join ByteDance Seed due to optimism about the Agent direction not being a high priority within DeepSeek. DeepSeek Harness was open-sourced under the MIT license on August 13, and as of mid-October the repository had accumulated about 250,000 GitHub Stars.

Data centers built next door: UK residents' head-on confrontation with hyperscale data centers

In the UK, 315 hyperscale data centers are queued waiting to connect to the national grid, requiring a combined 73GW of electricity, higher than the 45GW peak winter demand. The Guardian visited Newport and Cardiff in South Wales, documenting residents' opposition to noise, diesel generator exhaust, landscape obstruction, and the requisitioning of bus parking lots, as well as the progress of a Cardiff planning application receiving more than 1,200 objections and the Welsh government's request to pause approvals. The report also mentions that more than 500 counties and cities in the United States have passed permanent or temporary data center bans, and that anti-data center groups in the UK are increasing.

Scammers used AI to clone a daughter's voice and fake a kidnapping; voice experts recommend that families set up a safety code word

Fortune reported that Deborah Del Mastro, a mother in Martinez, California, received a call in May from someone posing as a Mexican drug cartel; the caller played an AI-cloned recording of her daughter crying and screaming. Following instructions, she wired $5,400 to Mexico from multiple locations within five hours, only to later discover that her daughter had been at work the whole time. McAfee tests show that a mere three-second voice sample is enough to generate a clone that matches the original voice by 85%; a Gallup and Stop Scams Alliance survey estimates that in 2025 about 15 million American adults were scammed, with losses of about $68 billion, 12% of which involved AI or deepfakes. Kimberly Hyun, an assistant professor at the University of Cincinnati, recommends that family members agree on a code word known only to each other, and that when receiving a call from an unknown number claiming a family member is in trouble, they should hang up immediately and call that person back directly to verify.

Nvidia's AI financing role faces its first major test as neocloud stocks and credit markets come under pressure

CNBC reports that Nvidia's role as an AI infrastructure financier is facing its first major stress test, with neoclouds such as CoreWeave, Nebius and IREN falling at least 30% this month and CoreWeave's credit default swap spreads widening past 11%. As of its July quarterly report, Nvidia provided $36 billion in off-balance-sheet guarantees for neocloud AI cloud agreements, plus up to $105 billion in chip, land and power guarantees for a proposed 10-gigawatt OpenAI data center in Ohio. Jensen Huang told CNBC this week during GTC in Berlin that neocloud demand is absurdly high and what's missing is the working capital to drive growth.

After his father suffered a sudden cerebral infarction, his son used Doubao AI to buy precious time for saving his life; the topic topped Weibo's trending searches

A young man born in the 1990s from Liaocheng, Shandong, sent Doubao his father's symptoms of weakness in both legs and difficulty swallowing, along with his history of the "three highs" (high blood pressure, high blood sugar, and high blood lipids). Doubao twice warned of "signs of cerebral infarction; seek medical attention immediately" and "this is a high-risk signal; do not delay." He took his father to the hospital that night, where acute cerebral infarction was diagnosed. Because they caught the roughly 4.5-hour intravenous thrombolysis window, the elderly man recovered well. The related topic once topped Weibo's trending searches. The report also cited doctors' opinions that AI risk assessments can only serve as a reference and cannot replace an in-person medical consultation.

Sydney man arrested after revealing to Claude intent to shoot at childcare center

A 29-year-old man in Sydney, Australia, Thackeray, told Anthropic's chatbot Claude that he wanted to shoot children at a childcare center near his home; the conversation drew the attention of Interpol, and he was detained by police on the 18th local time and charged with using a communication service to commit harassment, intimidation or offensive conduct. Prosecutors' documents show he mentioned wanting to emulate Akram, the suspect in the Bondi Beach attack, in a mass killing; his defense lawyer said he merely lost emotional control and believed the conversation with Claude was private communication, and he will undergo a mental health assessment. How Interpol obtained the chat records and whether Anthropic proactively provided the conversation content are currently unclear.

MIIT: Full-year humanoid robot complete-unit output expected to exceed 100,000 units

Wei Wei, Director of the Department of Science and Technology of the Ministry of Industry and Information Technology, said at a State Council Information Office press conference that in the first half of this year China's humanoid robot complete-unit products exceeded 400 models with output surpassing 40,000 units, and full-year output is expected to exceed 100,000 units. Related products have been validated and deployed in more than 300 key scenarios including warehousing and logistics, catering and retail, and home services. Next steps will advance key technology breakthroughs, scenario opening, and release the "National Humanoid Robot Industry Standards System Construction Guide (2026 Edition)".

A PHP high-severity vulnerability triggers global panic; volunteer Ondřej Surý single-handedly completes the critical packaging work

Two PHP remote code execution vulnerabilities with a CVSS score of 9.2 were disclosed; information leaked before the patch was released, and Cloudflare observed hundreds of thousands of attack attempts within two hours. Germany, Finland, France, Belgium and other countries took protective measures for public sector websites, and the U.S. CISA, the EU CERT-EU, and the UK NCSC issued urgent warnings in succession. Czech volunteer Ondřej Surý, through volunteer work, packaged the PHP source code into installable software packages, enabling millions of servers to be patched quickly; the donations he received in these 24 hours were roughly equal to those of the past year.

The top three AI 3D players raised over 8 billion yuan in half a year; Meshy's ARR exceeds $100 million

The three AI 3D companies VAST, Meshy, and Yingmou raised a combined total of over 8 billion yuan in half a year, among which VAST raised over 5 billion yuan in half a year with a valuation of $2 billion, and Meshy completed a $400 million funding round with a post-money valuation of $1.5 billion. As of the end of September, Meshy's ARR exceeded $100 million, and the ARR of VAST and Yingmou also reached tens of millions of dollars. The three have different roadmaps: VAST wants to build a 3D version of Douyin and open-sourced the real-time renderer EdenLive, Meshy adopts subscriptions plus pay-per-use, and Yingmou targets professional users and enterprise production workflows.

The first AI theatrical film "Sanxingdui: Future Past" has a cold box office, yet ByteDance and Kuaishou still push forward film-grade models

"Sanxingdui: Future Past", released on October 23, is China's first AI hyper-realistic film to obtain a theatrical release permit; Beacon Professional Edition predicts its total box office at 2.169 million yuan, while its production cost is in the tens of millions of yuan. Bona Film Group's stock price hit the daily limit up after the release date was set, then pulled back as presales were sluggish, and nearly hit the daily limit down on October 22. Meanwhile, Volcano Engine launched the first batch of enterprise trials for the Seedance 2.5 4K model, targeted at 20 studios and directors, and Kuaishou's Kling 4.0 went live on October 15, focusing on improving the coherence of large-scale movements and complex camera work.

Zuckerberg says Meta Muse has over 10 million users, shopping demand so high that Stripe had to raise credit limits

Meta CEO Zuckerberg said on the October 21 earnings call that since launching on September 8, over 10 million users in the US and Canada have created Muse agents, roughly more than double Threads at its start. Muse can browse the web, send emails, and book travel on users' behalf; a quarter of users use it daily, the most common scenario is shopping, average purchase exceeds $200, first-week transaction volume exceeded expectations, and Meta had to work with Stripe to raise credit limits. Meta plans to charge merchants when Muse helps them complete sales; consumer use is free unless more tokens or more advanced models are needed; the CFO said it is working with Shopify, Walmart, and others to develop the Personal Agent Protocol.

MiniMax Hong Kong stock falls below IPO price, Yan Junjie's net worth shrinks by about HK$92.5 billion in half a year

On October 22, MiniMax (0100.HK) closed down 6.52% at HK$160.7 per share, with total market value falling to HK$56.6 billion, falling below the IPO price of HK$165 per share for the first time since listing. Compared with the high of HK$1,330 per share in March, the stock price has fallen nearly 90%, and the value of founder Yan Junjie's stake has dropped from more than HK$100 billion to about HK$12.7 billion. The article attributes the pullback to the flagship model M3 not being updated for four months afterward, with only M3.1 Flash released, as well as an overall valuation re-rating of the AI sector.

Palmer Luckey and Ben Lamm Team Up to Found Warhound, Securing $200 Million Seed Round

Colossal Biosciences founder Ben Lamm and Anduril founder Palmer Luckey have co-founded defense technology startup Warhound, emerging from stealth with a $200 million seed round. The CEO is former Pentagon Chief Data Officer David Spirk, and the company is based in Texas. Warhound plans to preserve genetic samples from fully trained military working dogs, clone them, and perform targeted gene editing, while integrating Anduril's protective gear and Eagle Eye system. Lamm said the first dogs are expected to be delivered in about two years. The company currently has no signed customers and has not disclosed per-dog pricing, and is discussing a Canine-as-a-Service model with national security experts.

Legora CEO on $550M funding: advancing legal AI at an $8.8B valuation

Legal AI company Legora has completed a $550 million Series E funding round led by Atreides Management, reaching a valuation of $8.8 billion. CEO Max Junestrand said the company does not build its own general legal model, but instead routes tasks to the most suitable frontier models, performing post-training only in narrow scenarios. It currently has more than 2,400 customers and over $200 million in annual recurring revenue. The funds will be used to advance Legora aOS, an agent operating system for legal work, enabling agents to take on complete tasks such as due diligence and e-discovery.

Gartner says AI infrastructure will need $8.5 trillion in revenue by 2030, with a gap of nearly $4.9 trillion

Gartner estimates that data center owners will need to generate a cumulative $8.5 trillion in revenue by 2030 to cover announced capital expenditures and financing costs and achieve a 12% return on investment, but over the same period, enterprise and consumer AI revenue attributable to these data centers will not exceed $3.6 trillion, leaving a gap of about $4.9 trillion. Gartner expects AI infrastructure spending to approach $1 trillion in 2026, with another $6 trillion invested from 2027 to 2030. If the current pace continues, more than $3.5 trillion in AI infrastructure spending could face impairment by 2030. Gartner also predicts that by 2030, cost pressures and the lack of differentiated business models will force more than 80% of neocloud providers to cease independent operations.

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English translation is being prepared.

English translation is being prepared.

English translation is being prepared.