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AI has permeated every earnings call and boardroom deck, with enterprise generative AI spending reaching $30 billion to $40 billion in 2025, yet productivity statistics show almost no change. The only exception is data center construction: in 2025, hyperscalers invested more than $300 billion in data centers, chips, and power grids, which is already counted in GDP as private nonresidential fixed investment. The author believes AI will not take 15 years to show up in productivity data the way com

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Twilio CMO Chris Koehler said that the marketing team's research and personalized content creation for a single customer used to take more than two weeks, but now takes less than a day, and quarterly account-based marketing campaigns increased from 3 to up to 15. He divided enterprise AI implementation into three stages: individual efficiency, team collaboration, and end-to-end autonomy, and said Twilio is currently in the second stage. He also pointed out that brand consistency, data governance

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36Kr sorted through the product moves of eight companies—Tencent, Alibaba, Baidu, ByteDance, and Moonshot AI, Zhipu, MiniMax, DeepSeek—across ten AI tracks over four years, finding that competition cycles have shortened, product lifecycles have grown shorter, and renaming, integration, and shutdowns have become the norm. Tencent QClaw went from public beta on March 20 to announcing service shutdown arrangements on September 24, just 188 days, with user data to be migrated to WorkBuddy; Alibaba's

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In a 45-minute conversation, Sam Altman said that OpenAI's not-yet-public models have reached a level in some mathematical research tasks that existing public models find hard to match, and he expects to find the first candidate treatment for a major disease in about two years. He said programmers have not lost their jobs because of AI; instead they are busier, creating greater value and even earning more, because the world's demand for software far exceeds expectations; he himself has not looke

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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 in

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In the first half of 2026, global humanoid robot shipments were about 19,000 units, with Chinese manufacturers' share rising to over 97%; in 2025, global shipments were about 25,000 units, with China accounting for about 52%, and global embodied intelligence financing exceeded USD 11 billion. The report notes that the industry has entered its first year of mass production and a commercialization inflection point, but the ratio of intended orders to actual deliveries is only about 10%–20%, and co

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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 vers

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"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 b

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AI artists are moving from short-drama roles to independent account operations, but commercialization is far from proven. After gaining fame through "The Laid-Off Girl," Fang Taozi reached 558,000 Douyin followers, and a single sponsored post was once quoted at 258,000 yuan, but the contact lens ad was taken down in early August; the operator said the initial quote was only 70,000 yuan and the high price was to block business inquiries. Lu Xiaoxu, head of Xiaoxu Music, revealed that his team est

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MSI has released the EdgeMesa N AI+ mini PC, with a volume of 1.3 liters, equipped with the NVIDIA RTX Spark N1X superchip and up to 128GB of LPDDR5X unified memory, with running 120B-parameter large models locally as its primary design goal. The chip integrates a 20-core Grace CPU and a Blackwell GPU with 6144 CUDA cores; the unified memory pool lets model weights and KV cache share the same physical memory. Referring to measured results from the DGX Spark on the same platform, generation speed

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Wang Xingxing, founder of Unitree Technology, revealed that since its release in May 2024, the Unitree G1 humanoid robot has cumulatively rolled off the production line at approximately 10,000 to 20,000 units, with a starting price of 99,000 yuan, a height of about 127 cm, and a weight of about 35 kg. He believes that physical AI is expected to make key progress in the next one to three years, and that the "ChatGPT moment" of embodied intelligence may arrive as early as 2027, but the core challe

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The OPPO Enco X4 noise-cancelling true wireless earphones rank in the top tier for noise cancellation: deep ANC noticeably attenuates steady low-frequency noise, and the effective bandwidth reaches flagship level, putting it in the same class as the vivo TWS 5 Pro, Freebuds Pro 5, and Galaxy Buds4 Pro. It features coaxial 11mm and 6mm dual dynamic drivers with dual-DAC crossover, supports LHDC 5.0 and LHDC Lossless at up to 48kHz/24bit and a maximum bitrate of 2.3Mbps, and offers a 39ms low-late

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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 p

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At the Meituan Waimai Industry Conference on October 22, Meituan released "Miaoshou Waimai Edition · Kangaroo Manager," and Meituan Waimai General Manager Xue Bing announced that a "AI store manager" that understands food delivery operations will be provided free of charge to restaurant merchants nationwide. The product covers scenarios such as business diagnosis, store inspection, product operations, and new store operations, and can combine Meituan and merchant data to provide analytical sugge

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"Qwen Go!" launches a new feature "My Apps." Users can build apps for life, work, and study scenarios without programming, simply by stating their needs. The generated apps support external sharing and continuous data updates, and remain usable long-term. "My Apps" connects to Alibaba Cloud's AI application production platform Meoo (Miaowu), which can automatically complete app building, database configuration, and deployment. Combined with cloud Pro capabilities, after authorization it can call

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Bijona Troqe's doctoral thesis at Linköping University studies joint human-AI decision-making and finds that the roles of humans and AI are not fixed but vary with context, available information, and risk level. Based on three scenarios of personalized medicine in Sweden—AI-assisted breast cancer screening, personalized drug development, and data-driven healthcare—the research points out that AI, by ranking information, identifying patterns, and generating risk scores, influences what people foc

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In a new paper in Past and Present, Benjamin Lindquist, Assistant Professor in MIT's History Department, points out that mid-20th-century engineers deliberately injected randomness into algorithms in order to imitate human creativity, and that this was also an early source of AI hallucinations. He says early researchers valued neural networks precisely because they occasionally gave answers that deviated from expectations, whereas today OpenAI, Anthropic, and others suppress this "weirdness" for

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Moshi CEO Anekha Sokhal said on the Latent Space podcast that Moshi is a recommendation engine that connects market information with traders' positions, describing it as a combination of Bloomberg, Claude and Netflix. She previously traded energy derivatives at JPMorgan, and the startup idea came from the fact that while trading, the volume of information far exceeded what one person could read. She also discussed trusted sources, document extraction (using Reducto), and the trade-offs between b

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