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Affected by rising storage prices, new PCs are expensive, and some users are turning to second-hand antique computers costing a few hundred yuan, such as builds with an E3 1230 V2, GTX 730 2GB, and 8GB DDR3 memory. These machines do not support the AVX2 instruction set or H.265 and AV1 hardware decoding, cannot be upgraded to Windows 11, and can only handle light office work, old games, and NAS tinkering. Leitech believes that future budget PCs will split into two forms: mini PCs and a combinati

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Amazon CEO Andy Jassy said in an interview on the a16z podcast that the company's capital expenditure is expected to reach $220 billion in 2026, but compute capacity is already sold out for 2026, essentially fully booked for 2027, and a large share of 2028 quotas has been locked in. He described enterprise AI demand as dumbbell-shaped: a large number of production systems in the middle have yet to be deeply integrated because inference costs are too high, and costs need to fall by another order

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The "Internet Advertising Governance Blue Book in the AIGC Era," jointly compiled by the China National Institute of Standardization and Ocean Engine's Business Trust and Safety team, was released on October 24 during the 33rd China International Advertising Festival. It proposes a governance framework covering the entire advertising delivery chain and categorizes risks into four types: content violations, technical confrontation, transaction chains, and new scenarios. Ocean Engine said that rel

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During the 2026 Global Developer Pioneer Conference, China Mobile released its spatiotemporal intelligence series model capabilities and benchmark scenarios. The Shanghai Industrial Research Institute integrated 5G+AI+BeiDou technologies, covering three major technical routes: spatiotemporal reconstruction, spatiotemporal understanding, and spatiotemporal prediction, and built an L1-L4 four-tier scenario architecture. These capabilities cover fields such as natural resources, industrial producti

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The 2026 Seagull Journey · Jing'an AI Film and Television College Student OPC Creation Outstanding Works Showcase Event was held on October 24 at the Jing'an International Reception Hall. 84 Shanghai university students formed 33 teams and produced 25 AI micro-films and concept demos within a 20-day creation period. The Shanghai University team's work "Return to Earth: Jing'an Scientific Expedition Team" won the Best Film Award. AI film and television project order signing was also held on site,

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In an interview, Claude engineering lead Felix Rieseberg said he barely writes code anymore; his core approach is to hand crash data, business tools, and a computer to the model and let it decide what to fix itself, rather than having a human act as a relay repeating things item by item. He suggests opening multiple threads on the same output dedicated to proving it wrong, then opening another as a judge to filter which criticisms hold up; rather than giving each Agent a tiny slice of data, it i

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Using four security incidents within the week of October 16 to 23 as its thread—including two PHP remote code execution vulnerabilities discovered by AI, the backdoored LiteLLM version v1.107.0 surviving on PyPI for about two hours and being downloaded roughly 49,000 times, the OpenCode console leaking third-party model keys for 1.4% of users, and Microsoft reporting that a human organization used the open-source multi-agent penetration framework ARTEX to attack the supply chain—the article disc

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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

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The QuestMobile Q3 2026 report shows that Baidu Dazi reached a combined 9.77 million MAU and 83.81 million total multi-device usage sessions, up 5,810% from June, ranking second on the AI office Agent list, behind only Tencent WorkBuddy's 32.353 million. The author traces its three-stage leap over half a year: in March it entered as a desktop agent, in August it launched 96 professional skills and 15 industry suites, and in September it launched an enterprise edition and integrated with Xiaodu h

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The 2026 Seagull Journey · Jing'an AI Film and Television College Student OPC Outstanding Works Showcase was held at the Jing'an International Reception Hall. The event selected 84 students from nearly 200 Shanghai university students to form 33 teams, producing 25 films and concept demos within 20 days. The Shanghai University team's work "Return to Earth: Jing'an Scientific Expedition Team" won the Best Film Award. AI film and television project order signings were also held on site, and the a

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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

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Tairex has released a multi-agent collaborative ecosystem that enables real-time cross-specialty collaboration and multidisciplinary consultations through multiple doctor avatar agents with different specialty backgrounds. It has currently built 54 AI doctors and millions of hyper-realistic AI patients, covering more than 20 clinical departments and over ten thousand diseases, and the AI doctors' test accuracy on the MedQA dataset exceeds 96%. As of July 2026, 18 clinical departments at Beijing

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The National Artificial Intelligence Application Pilot Base (Automotive Direction), led by China Mobile, released the first automotive industry AI foundation at the 2026 World Intelligent Connected Vehicles Conference. It manages 112.7 EFLOPS of computing power, covers four major domains—R&D, manufacturing, intelligent driving, and testing—and launches six intelligent agents, opening shared access to the entire industry starting today. Positioned as "neutral and not building cars, with fully ope

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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 origi

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A CNBC national economic survey shows that 55% of MAGA supporters want companies to continue developing advanced AI, but only 29% support building a data center within 10 miles of their home, while 40% oppose it; among all Republican and Republican-leaning voters, support drops to 24%. Across the entire electorate, 63% do not want an AI data center nearby and only 13% support one, with Democratic opposition reaching 80%. 52% of registered voters want Congress to pause advanced AI development unt

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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 Hu

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Developer Gathin used Claude Code to connect to a Xiaomi TV over Wi-Fi, disabled 25 system components and rewrote a minimalist launcher, then open-sourced the prompts, launcher source code and troubleshooting notes as CleanYourTV, which gained about 13,700 stars within days. Another YouTuber, Ansub Khan, tested the TV Detox project and found it raised the TV's available memory from about 370MB to 600–650MB. The article notes that such tools can only clean system-level preinstalled packages and t

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Moonshot AI officially launched K3.1 Pro, the first model in the Kimi K3.1 series. It is a 3-trillion-parameter model supporting a 1-million-token context, and a Highspeed version with roughly 2–3x the output speed is being released alongside it. On Terminal-Bench 4.0, K3.1 Pro scored 65.7%, surpassing GPT-6 Astra's 58.2% and coming close to Claude Opus 5.5's 66.4%; on OfficeQA Pro v2 it scored 64.4%, achieving the current best. Starting today, it is available via kimi.com, the Kimi App, Kimi Wo

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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 caugh

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Moonshot AI has released Kimi K3.1 Pro, which ranks fourth globally on the Artificial Analysis Intelligence Index with a score of 55, an 11-point improvement over its predecessor. On Terminal-Bench 4.0, it rose from 13% to 65.7%, narrowing the gap with Opus 5.5 to less than 1%. The model has 3 trillion-level parameters and supports a 1 million context window; it was post-trained on K3 with increased reinforcement learning compute, and a Highspeed version with 3x faster output has also been launc

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