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Short-drama viewership has grown sharply, but AI short dramas are struggling to make money. In the first half of this year, only about 1.3% of AI dramas recouped their costs, as user-acquisition advertising consumes most of the revenue. Overseas markets are growing fast, yet platform competition and rising ad costs make profitability difficult.
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On October 9, Fields Medalist Terence Tao gave a Caltech lecture, retitled 'Math 2.0' as AI advances rapidly. He argues mathematics has shifted from an era of scarce proofs to one of abundant proofs. He warns that producing answers without human understanding is a dangerous path.
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Apple, under new CEO John Ternus, has unveiled the HomeView, HomePod mini 2 and a new Apple TV 4K, pushing into the home market. The launch is tied to the long-delayed Siri upgrade and is seen as an attempt to extend Apple's personal device ecosystem into the household.
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APUS AI (Qilin Hesheng Network Technology Co., Ltd.) has open-sourced its personal agent product, Reflex Agent. Built on its proprietary open-source decision model Reflex and the Continuum memory engine, the product reportedly responds up to three times faster than mainstream agents such as Claude Code and Codex in the company's tests.
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Singapore-headquartered data center company DayOne has filed F-1 registration documents with the U.S. SEC for a listing under ticker DODC, reportedly seeking about $5 billion at a roughly $20 billion valuation. Its two largest customers account for 84.3% of first-half 2026 revenue, with the largest widely reported to be ByteDance.
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Meta has launched Muse Wonder, a new flagship model series built on its personal AI agent app Muse, challenging OpenAI and Anthropic again. While it ranks near the top on benchmarks, developers have criticized its real-world performance, and its high inference costs and pricing are drawing scrutiny.
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Epoch AI and CLSA reports show China's six leading AI firms earn about 10% of OpenAI and Anthropic's combined revenue, yet their overseas API call volume has surpassed US peers. The author argues that China's AI can carve out a differentiated niche, supported by low power costs, security-driven enterprise and government demand, despite weak consumer willingness to pay.
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Tsinghua University researchers propose Local Demonstration Editing (LDE) and a small editing model, Jev-LDE, which performs a single Keep, Delete, or Replace edit on a retrieved demonstration set before the target LLM answers. Across 3 classification datasets and 4 target LLMs, average one-shot accuracy rose from 81.2% to 88.1%, outperforming Semantic TopK initialization in 46 of 48 configurations.
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On September 28, 22 AI leaders, including three Turing Award winners and co-founders of Anthropic, published a paper on recursive self-improvement, arguing that automating AI R&D could trigger an intelligence explosion. The article traces the idea from Turing and I.J. Good through the AI winters to today's rapid progress.
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After Meta's personal AI agent Muse went viral, Chinese tech firms such as ByteDance and Tencent rushed to launch their own versions. However, China's fragmented app ecosystem makes it hard to replicate a general-purpose agent like Muse, so companies are more likely to embed agents into their existing service systems. Trust and profitability challenges remain.
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SenseTime's Large Device, working with the Shanghai Municipal Bureau of Planning and Natural Resources, upgraded its 'Yunyu Starry Sky Large Model' and unveiled the first government agents of the Quantum City. Among them, the flood-control agent 'Yuzhi Heluo' raised scheduling efficiency by 80%.
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Embodied AI unicorn Zhiyuan Innovation (AgiBot) has reportedly launched a new funding round of 1 to 1.5 billion yuan, nearing completion at a latest valuation of about 50 billion yuan. The round means the company cannot complete its Hong Kong IPO within this year, and the company has not responded to inquiries on the financing, valuation, or IPO progress.
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Kling is reportedly preparing a listing as early as next year, seeking to raise at least $1 billion. By token consumption, ByteDance's Seedance holds over 80% of the AI video generation market, while Kling holds about 14% in second place, and Kling is pivoting toward the film market to differentiate itself.
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Instinct, a one-year-old AI startup with 14 employees, has reached a $10 billion valuation. It has no standalone app and handles tasks like flight bookings and subscription cancellations via text, phone, and email; users pay nothing while merchants pay transaction commissions.
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AI variety accounts '十万个挑战' and '重塑计', the latter a cyber revival of the classic show Transformation Show, have drawn millions of views on Douyin. Both creators are LibTV-certified, and LibTV has partnered with Douyin's Future Director program to support AI variety production. AI is lowering production costs and barriers, reshaping how variety content is made.
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The 'DeepSeek moment' for video models is less about low prices than about combining good quality with affordability. Kuaishou's Kling 4.0 and Shengshu Technology's Vidu Q4 Preview, both released around the National Day holiday, raised performance while cutting prices sharply, with Vidu starting at about 0.09 yuan per second. As generation success rates rose sharply, AI video has moved from experimentation toward a production tool.
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China's integrated circuit industry generated $240 billion in revenue in 2025, up 22% year on year, yet its share of the global semiconductor market is only about 6%. The two figures use different measurement bases and are not directly comparable. China is growing fast in mature-node manufacturing and domestic equipment, but a large gap remains in advanced nodes and EUV lithography.
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Anthropic's Frontier Red Team published research examining whether AI could replicate, run, and spread across devices autonomously, like a computer virus. The team ran a 26B-parameter model across 15 low-cost Android TV boxes and found that small models can increasingly adapt to unfamiliar hardware. The experiments were conducted in isolated environments, not real-world networks.
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In Q1 2026, short-drama app downloads in Latin America rose 913% year-on-year, far outpacing the global growth rate of 238%. The Chinese app BlinkDrama reached No. 1 on entertainment charts in Spain and a dozen-plus Latin American countries, showing that the Chinese model is working. However, download growth does not guarantee revenue, and cultural adaptation remains a major challenge.
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The advance of video and world models is turning AI from prompt-driven tools into real-time interactive experiences that users can step into. Yet few platforms can run multimodal models in real time in production. Startup Reactor is building this infrastructure layer, supporting over 60 FPS and under 40 ms latency, and has raised $74 million in total funding.
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According to IDC, China's data center AI accelerator shipments reached 2.008 million units in the first half of 2026, with non-GPU accelerators (1.016 million units) surpassing GPUs for the first time. Major tech companies such as Alibaba, Baidu, and Tencent are turning to chip sales to generate revenue as the model race grows costly.
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Recently, US-listed AI-related companies have been postponing or withdrawing IPOs in succession. While private markets still assign sky-high valuations to AI firms, public-market investors are refusing to accept them at the listing stage. Analysts note parallels with the dot-com bubble era of 2000.
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At a group interview during this year's Bund Summit, several AI investors named embodied AI as a key investment focus, but the mood shifted once reports emerged that regulators were tightening IPO approvals for embodied AI companies. Since then, more investors in the primary market have been looking to sell their existing stakes as the sector's hype cools.
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OpenAI said it found a hidden recording device in an executive conference room at its San Francisco office and used its own internal model to help identify a suspect. According to the U.S. Department of Justice, 35-year-old Saudi national Abdulrahman Alfozan was arrested and charged. The device was reportedly a modified low-cost development board priced around $14.
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An AI video startup focused on film production is negotiating with OpenAI to license Sora, the video generation model OpenAI shut down earlier, for deep customization and sale to filmmakers. Co-founders include Hollywood producer Jeffrey Katzenberg and former Sora research lead Bill Peebles. If a deal is reached, OpenAI would receive an equity stake in the startup.
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Capital is pouring into Recursive Self-Improvement (RSI) startups, led by ventures from David Silver (Ineffable Intelligence), Jeff Dean (Discovery Loop), and Tian Yuandong (Recursive Superintelligence), with top investors such as Sequoia, Google, Nvidia, and a16z participating. Chinese players including Chaoyan Intelligence (超衍智能), Yuanhuan Intelligence (元环智能), and Rixingji Intelligence (日行迹智能) are also rapidly raising funds, with total investment exceeding $3 billion in six months.
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Anthropic built Scion, an internal source control system, along with the code review tool Antique, in five months with seven engineers and heavy use of Claude, and migrated its entire monorepo from Git. The move was driven by AI-generated code volume that outgrew Git-based infrastructure, with daily merges rising more than twelvefold in four months. The case suggests other companies may soon face similar bottlenecks.
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Google has officially launched Gemini 4 Argon, its new flagship model, worldwide. Pro users can access it in the Gemini app and Search AI Mode, while developers can use it via paid APIs in AI Studio and Android Studio, and Ultra users get additional access in AI Studio and Antigravity. In the third-party Artificial Analysis Intelligence Index, Argon (high) scored 53, tying GPT-6 Astra (max) and one point above GPT-6.1 Sol (max).
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Amazon is reportedly negotiating to acquire Israeli AI startup Decart for about $7 billion. Anthropic had approached Decart at a valuation of about $6 billion but dropped the deal after due diligence. Decart's technology stack spans real-time video generation, world models, and chip optimization that lets AI workloads run across different accelerators.
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Anthropic reported that daily code merges rose from about 2,500 in May to over 30,000 in September, more than 12 times higher. A seven-person team built a new version control system, Scion, in five months and migrated the company's monorepo from Git. As AI sped up code generation, testing and merging became bottlenecks, and Claude also helped build the new tooling.