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Friday

  1. ElevenLabs Blog

    How TELUS Digital Used ElevenAgents Outbound Calling Agents to Cut Early Churn by More Than Half

    TELUS Digital built an outbound voice agent based on ElevenAgents that proactively calls customers who have just activated home internet, resulting in a 30-day churn rate for customers who received the call that is less than half that of new customers overall. The agent can disclose its AI identity, explain the first bill, guide customers to self-service tools, and remind them of bundle discounts, and can authenticate customers during the call via SMS verification code and read real-time billing data through an API. TELUS Digital selected ElevenAgents after evaluating options from November 2025 to February 2026 against five criteria: voice expressiveness, agent framework flexibility, real-time emotional adjustment, enterprise security and compliance, and response latency.

    Close-up portrait of a red-haired man with dark circles under his eyes.

    TELUS Digital built an outbound voice agent based on ElevenAgents that proactively calls customers who have just activated home internet, resulting in a 30-day churn rate for customers who received the call that is less than half that of new customers overall. The agent can disclose its AI identity, explain the first bill, guide customers to self-service tools, and remind them of bundle discounts, and can authenticate customers during the call via SMS verification code and read real-time billing

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  2. Leiphone

    iFlytek Chairman and President Voluntarily Cut Salaries, Each Forgoing Over 20 Million Yuan; Baidu Confirms Wu Tian's Departure, Wenxin Model to Announce New Progress Next Week

    iFlytek Responds to Executive Compensation Questions: Chairman Liu Qingfeng and President Wu Xiaoru Voluntarily Lowered Their Annual Salaries, Actually Receiving 4.1 Million Yuan and 3 Million Yuan Respectively for 2025, With Both Seeing Their Payable Compensation Reduced by Over 20 Million Yuan. Baidu Confirms That Group Vice President and Baidu Research Deputy Director Wu Tian Has Departed, and the Wenxin Model Will Announce New Progress Publicly Next Week. The U.S. Department of Justice Has Launched an Antitrust Investigation Into Nvidia's $12.9 Billion Acquisition of Hugging Face, Focusing on GPU Bundling and Control of AI Ecosystem Distribution Nodes.

    iFlytek Responds to Executive Compensation Questions: Chairman Liu Qingfeng and President Wu Xiaoru Voluntarily Lowered Their Annual Salaries, Actually Receiving 4.1 Million Yuan and 3 Million Yuan Respectively for 2025, With Both Seeing Their Payable Compensation Reduced by Over 20 Million Yuan. Baidu Confirms That Group Vice President and Baidu Research Deputy Director Wu Tian Has Departed, and the Wenxin Model Will Announce New Progress Publicly Next Week. The U.S. Department of Justice Has L

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  3. 36Kr · AI

    Unitree Technology and Sequoia China Establish Shanyu·Innovation Program, Entering Early-Stage Investment in Embodied Intelligence

    Unitree Technology announced on October 28 the joint establishment of the Shanyu·Innovation Program with Sequoia China, focusing on investment in embodied intelligence, robotics applications, and upstream and downstream core technologies, and proposed five principles: understanding technology and industry, discovering early, deciding quickly, valuing people, and not causing disruption. Unitree's previously launched Yuchuang Program received more than 200 projects in just over a month, and the company hopes to incubate more than 200 ecosystem enterprises over the next five years. Financial results disclosed the same day show that revenue for the first three quarters was 1.817 billion yuan, up 55.71% year on year; net profit attributable to shareholders was 387 million yuan, up 270.54% year on year; and net profit for the third quarter alone was 113 million yuan, down 17.37% year on year.

    Unitree Technology announced on October 28 the joint establishment of the Shanyu·Innovation Program with Sequoia China, focusing on investment in embodied intelligence, robotics applications, and upstream and downstream core technologies, and proposed five principles: understanding technology and industry, discovering early, deciding quickly, valuing people, and not causing disruption. Unitree's previously launched Yuchuang Program received more than 200 projects in just over a month, and the co

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  4. 36Kr · AI

    MaaS Has Arrived: Anthropic Turns an Operating Profit for the Quarter, China's Public Cloud MaaS Revenue Reaches 10.63 Billion Yuan in Half a Year

    Anthropic's revenue in the second quarter of this year was 11.555 billion US dollars, achieving an operating profit of 974 million US dollars for the first time, with about 80% of revenue coming from pay-as-you-go billing. IDC data shows that in the first half of 2026, China's public cloud MaaS market revenue reached 10.63 billion yuan, up 889.4% year on year, and its share of public cloud PaaS revenue rose from 5.2% in the second half of last year to 21.0%. Zhipu's open platform and API revenue was 825 million yuan, accounting for 86.5% of total revenue; Volcano Engine ranked first with a 45.1% share. The article argues that model services can now generate gross profit, and the unit of competition has shifted to inference optimization and delivery capability.

    Anthropic's revenue in the second quarter of this year was 11.555 billion US dollars, achieving an operating profit of 974 million US dollars for the first time, with about 80% of revenue coming from pay-as-you-go billing. IDC data shows that in the first half of 2026, China's public cloud MaaS market revenue reached 10.63 billion yuan, up 889.4% year on year, and its share of public cloud PaaS revenue rose from 5.2% in the second half of last year to 21.0%. Zhipu's open platform and API revenue

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  5. 36Kr · AI

    OpenAI Updates Model Spec, Defining Permissions and Shutdown Rules for Agents

    On October 29, OpenAI updated the Model Spec, upgrading the model behavior guidelines around five values: being loyal to human intent, reducing harm, honesty and transparency, promoting human autonomy, and caring for others. The new version shifts the focus from what chatbots can say to how much agents can do, stipulating that agents must act within agreed autonomy boundaries, remain correctable, and cooperate with shutdown, while establishing a six-level instruction hierarchy of Root, System, Developer, User, Guideline, and default no-permission. OpenAI stated that models currently running on ChatGPT and the API have not yet fully met the requirements of this specification.

    On October 29, OpenAI updated the Model Spec, upgrading the model behavior guidelines around five values: being loyal to human intent, reducing harm, honesty and transparency, promoting human autonomy, and caring for others. The new version shifts the focus from what chatbots can say to how much agents can do, stipulating that agents must act within agreed autonomy boundaries, remain correctable, and cooperate with shutdown, while establishing a six-level instruction hierarchy of Root, System, D

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  6. 36Kr · AI

    AI data centers are crowding out memory capacity, and PC and smartphone shipments both fell sharply in the third quarter of 2026

    In the third quarter of 2026, global PC shipments fell 20.1% year on year to 62.7 million units, and smartphone shipments fell 22.0% year on year to 255.3 million units; IDC said both were the largest declines on record. The article argues that the cause is that AI servers give priority to occupying HBM, server DRAM, and enterprise SSD capacity, leading to a shortage of consumer-grade memory; the cost share of DRAM and SSDs in PCs rose from about 15% to about 40%, and smartphone memory costs rose about 350% in a year. In the same period, monthly global semiconductor market shipments reached $159.7 billion, up 144.3% year on year, with growth coming mainly from AI GPUs, HBM, and memory price increases rather than end-device shipments.

    In the third quarter of 2026, global PC shipments fell 20.1% year on year to 62.7 million units, and smartphone shipments fell 22.0% year on year to 255.3 million units; IDC said both were the largest declines on record. The article argues that the cause is that AI servers give priority to occupying HBM, server DRAM, and enterprise SSD capacity, leading to a shortage of consumer-grade memory; the cost share of DRAM and SSDs in PCs rose from about 15% to about 40%, and smartphone memory costs ros

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  7. TMTPost · AGI

    SpaceX and Tesla Study Potential Merger, Musk Consolidates AI Compute Footprint

    Bloomberg reported on October 27 that Musk's SpaceX and Tesla are studying a potential merger through a special committee, and the combined market value would exceed $3 trillion once the deal closes. The article says the two companies already overlap on the Terafab chip project; SpaceX's AI business unit SI posted third-quarter revenue of $7.56 billion, up 830% year over year, with computing capacity of 1.7 gigawatts as of the end of September. The article also notes that SpaceX's Grok 4.7 scored 37.6% on the Terminal-Bench leaderboard, trailing Opus 5 with Claude Code at 53.9% and GPT-6 Sol with Codex at 49.4%.

    Bloomberg reported on October 27 that Musk's SpaceX and Tesla are studying a potential merger through a special committee, and the combined market value would exceed $3 trillion once the deal closes. The article says the two companies already overlap on the Terafab chip project; SpaceX's AI business unit SI posted third-quarter revenue of $7.56 billion, up 830% year over year, with computing capacity of 1.7 gigawatts as of the end of September. The article also notes that SpaceX's Grok 4.7 score

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  8. TMTPost · AGI

    DeepSeek's second funding round raises 105.5 billion yuan, valuation reaches 615.5 billion yuan

    According to foreign media citing sources, DeepSeek's second funding round raised 105.5 billion yuan (equivalent to 15.8 billion US dollars), with nearly 30 investors contributing jointly, at a valuation of 615.5 billion yuan. Industrial investors include ChangXin Memory Technologies, SMIC, Tencent, Meituan, CATL and others, each investing 1 billion to 3 billion yuan. The original article also noted that in the first funding round, investors other than the National AI Fund were required to give up voting rights and lock up their shares for five years, giving Liang Wenfeng 100% of voting rights.

    According to foreign media citing sources, DeepSeek's second funding round raised 105.5 billion yuan (equivalent to 15.8 billion US dollars), with nearly 30 investors contributing jointly, at a valuation of 615.5 billion yuan. Industrial investors include ChangXin Memory Technologies, SMIC, Tencent, Meituan, CATL and others, each investing 1 billion to 3 billion yuan. The original article also noted that in the first funding round, investors other than the National AI Fund were required to give

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  9. TMTPost · AGI

    Embodied Intelligence Funding Cools: IPO Pressure Amid Valuation-Revenue Mismatch

    TMTPost's Physical AI Vision takes stock of the embodied intelligence sector's shift from the funding frenzy in the first half of the year to the cooling in the second half: 19 funding deals worth 4.934 billion yuan between October 1 and 15, far below the peak monthly figure of 33.98 billion yuan. The article notes that Unitree Robotics' share price fell by more than 63% at its largest drop after listing, that Yinghe Robotics' full-year 2025 revenue was only 4.33 million yuan while its peak valuation exceeded 500 million US dollars, and mentions that more than 50 embodied intelligence companies are queuing for listing on the Hong Kong Stock Exchange, with some having suspended or terminated their listing plans.

    TMTPost's Physical AI Vision takes stock of the embodied intelligence sector's shift from the funding frenzy in the first half of the year to the cooling in the second half: 19 funding deals worth 4.934 billion yuan between October 1 and 15, far below the peak monthly figure of 33.98 billion yuan. The article notes that Unitree Robotics' share price fell by more than 63% at its largest drop after listing, that Yinghe Robotics' full-year 2025 revenue was only 4.33 million yuan while its peak valu

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  10. heise online

    Digital sovereignty: the dependency costs companies have not yet accounted for

    Barbara Engels, a senior economist at the German Economic Institute, argued in an article for heise that when companies evaluate software procurement, they only count licensing, deployment, and training costs, but not the cost of exiting the vendor later, causing dependencies to form without anyone deciding to create them. She suggests breaking dependency costs into three separately accounted items: the bargaining power gained from switching capability, the risk of service interruption or supply cutoff, and the revenue opportunities arising from customer and public procurement requirements for sovereignty. The article cites a Bitkom survey stating that 94% of companies using non-European digital technologies have dependencies, and if they lost these technologies, they could on average sustain business for only 16 months; in AI, she recommends adding an intermediate layer between applications and models, building in-house test cases, and storing prompts, documents, and training data in exportable, self-owned systems.

    Barbara Engels, a senior economist at the German Economic Institute, argued in an article for heise that when companies evaluate software procurement, they only count licensing, deployment, and training costs, but not the cost of exiting the vendor later, causing dependencies to form without anyone deciding to create them. She suggests breaking dependency costs into three separately accounted items: the bargaining power gained from switching capability, the risk of service interruption or supply

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  11. heise online

    Stack Overflow's Decline: The Collapse in Question Volume Under the Dual Impact of Moderation Mechanisms and AI

    Stack Overflow's new questions per month have fallen to fewer than 1,000, with only 969 in September 2026, compared with a peak of about 207,000 in March 2014. Community discussion attributes the main cause to overly strict moderation—questions are often hastily closed as duplicates, downvoted without reason, and accepted answers have not been updated for over a decade; after ChatGPT was released in November 2022, question volume halved from about 110,000 to about 50,000 within a year, which is seen as the final blow. Stack Overflow, meanwhile, cites a 2026 developer survey saying that 64% of respondents simply ask fewer simple questions, and is betting on Stack Internal and Stack Overflow for Agents.

    Stack Overflow's new questions per month have fallen to fewer than 1,000, with only 969 in September 2026, compared with a peak of about 207,000 in March 2014. Community discussion attributes the main cause to overly strict moderation—questions are often hastily closed as duplicates, downvoted without reason, and accepted answers have not been updated for over a decade; after ChatGPT was released in November 2022, question volume halved from about 110,000 to about 50,000 within a year, which is

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  12. gihyo.jp

    GitHub officially makes Copilot Fusion available at Universe 2026, and opens public beta of Copilot…

    At GitHub Universe 2026, held October 28–29, 2026, GitHub announced that Copilot Fusion, which integrates automatic model selection with multi-model collaboration, is now generally available. It can be used in VS Code, the GitHub Copilot app, the CLI, and JetBrains IDEs, and it automatically determines which model to use and which of three execution modes—Single, Cascade, or Critique—to apply, based on three processing tiers: Standard, High, and Max. The desktop GitHub Copilot app is also beginning a public beta of Projects, which centralizes materials, repositories, sessions, and artifacts in one place for management. GitHub says Fusion Max scores 60 on the Artificial Analysis Coding Agent Index, within 2 points of Claude Code using Opus 5.5 Max, while its average API cost per task is about half and its time is about 40% less.

    At GitHub Universe 2026, held October 28–29, 2026, GitHub announced that Copilot Fusion, which integrates automatic model selection with multi-model collaboration, is now generally available. It can be used in VS Code, the GitHub Copilot app, the CLI, and JetBrains IDEs, and it automatically determines which model to use and which of three execution modes—Single, Cascade, or Critique—to apply, based on three processing tiers: Standard, High, and Max. The desktop GitHub Copilot app is also beginn

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  13. Unite.AI

    Cursor Discloses Malicious Claude Code Extension in Marketplace Attempting to Plant SSH Backdoor

    On October 29, 2026, Cursor disclosed that a maliciously tampered version 2.1.313 of the Anthropic.claude-code extension appeared in its VS Code extension Marketplace. The package was not developed by Anthropic and attempts to install a persistent SSH backdoor, affecting up to 5,000 users. This version was downloadable on that day from approximately 2:27 to 13:35 (Pacific Time). It collects host and user information, writes the attacker's SSH public key into authorized_keys, and establishes a reverse tunnel, while also achieving persistence through a LaunchAgent or scheduled task. Cursor has removed the version, shut down and rebuilt the Marketplace, and published indicators including hashes and IP 134.209.82.225, as well as cleanup scripts for macOS and Windows.

    On October 29, 2026, Cursor disclosed that a maliciously tampered version 2.1.313 of the Anthropic.claude-code extension appeared in its VS Code extension Marketplace. The package was not developed by Anthropic and attempts to install a persistent SSH backdoor, affecting up to 5,000 users. This version was downloadable on that day from approximately 2:27 to 13:35 (Pacific Time). It collects host and user information, writes the attacker's SSH public key into authorized keys, and establishes a re

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  14. Unite.AI

    Wikimedia Foundation seeks to file amicus brief in OpenAI copyright case

    The Wikimedia Foundation filed a motion on October 29, 2026, with Judge Sidney H. Stein seeking to submit an amicus curiae brief in the OpenAI copyright case; the brief's main text runs 5,831 words and states that it does not take sides with either party. The brief argues that pretraining of ChatGPT's general-purpose large language models constitutes fair use, but that its RAG feature's reproduction and use of content does not constitute fair use and should comply with license terms such as Creative Commons CC BY-SA 4.0. The Foundation said that if the training stage is not recognized as fair use, AI development may be left only to the best-funded large companies, while recognizing fair use across the board would prompt publishers to lock more information behind walls.

    The Wikimedia Foundation filed a motion on October 29, 2026, with Judge Sidney H. Stein seeking to submit an amicus curiae brief in the OpenAI copyright case; the brief's main text runs 5,831 words and states that it does not take sides with either party. The brief argues that pretraining of ChatGPT's general-purpose large language models constitutes fair use, but that its RAG feature's reproduction and use of content does not constitute fair use and should comply with license terms such as Crea

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  15. English text is being prepared.

    XGIMI Jide Starts Selling AI Memory Glasses G1 and Memory Band L1, Starting at 599 Yuan

    XGIMI Jide's AI Memory Glasses G1 and AI Memory Band L1 officially went on sale on October 28. The Band L1 standard edition is priced at 599 yuan, and the Glasses G1 standard edition has a first-release price of 1,299 yuan. The two devices share the XGIMI Jide App and the same AI memory service, recording as soon as they are powered on, and can transcribe daily conversations and automatically generate meeting minutes, to-do items, and life cards. For data management, it adopts an approach of keeping only text and not the original audio; after voice transcription is completed, the original audio is deleted, and it supports setting recording-free periods and privacy-blocked words.

    XGIMI Jide's AI Memory Glasses G1 and AI Memory Band L1 officially went on sale on October 28. The Band L1 standard edition is priced at 599 yuan, and the Glasses G1 standard edition has a first-release price of 1,299 yuan. The two devices share the XGIMI Jide App and the same AI memory service, recording as soon as they are powered on, and can transcribe daily conversations and automatically generate meeting minutes, to-do items, and life cards. For data management, it adopts an approach of kee

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  16. Semiconductor Industry Observer

    AI data centers squeeze memory capacity, PC and smartphone shipments both plunge in Q3 2026

    In Q3 2026, global PC shipments fell 20.1% year-on-year to 62.7 million units, and smartphone shipments fell 22.0% year-on-year to 255.3 million units; IDC called both the largest quarterly declines on record. The article attributes the cause to AI data centers preferentially consuming HBM, server DRAM, and enterprise SSD capacity, which drove consumer memory prices sharply higher, with smartphone memory costs rising about 350% in a year. Over the same period, global semiconductor market monthly billings reached $159.7 billion, up 144.3% year-on-year, and IDC expects the smartphone market may not recover until 2028 at the earliest.

    In Q3 2026, global PC shipments fell 20.1% year-on-year to 62.7 million units, and smartphone shipments fell 22.0% year-on-year to 255.3 million units; IDC called both the largest quarterly declines on record. The article attributes the cause to AI data centers preferentially consuming HBM, server DRAM, and enterprise SSD capacity, which drove consumer memory prices sharply higher, with smartphone memory costs rising about 350% in a year. Over the same period, global semiconductor market monthly

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  17. Intelligent Manufacturing Network

    ROBOTECH 2026 Intelligent Robot Expo Concludes: AgiBot, Unitree, UBTECH and Others Showcase the Full Embodied Intelligence Industry Chain

    The ROBOTECH 2026 Intelligent Robot Expo concluded on October 29. Over the three-day exhibition period, companies including AgiBot, Unitree Robotics, UBTECH, Leju Robotics, and Deep Robotics gathered to showcase humanoid, quadruped, special-purpose, and commercial service robots, as well as core components such as precision transmissions and dexterous hands. Multiple forums were held concurrently, covering topics including embodied intelligence technology innovation and supply chain collaboration, industrial intelligent manufacturing upgrades, commercial service deployment, special extreme operations, and talent cultivation, and the event was linked with exhibitions such as NEPCON ASIA 2026.

    The ROBOTECH 2026 Intelligent Robot Expo concluded on October 29. Over the three-day exhibition period, companies including AgiBot, Unitree Robotics, UBTECH, Leju Robotics, and Deep Robotics gathered to showcase humanoid, quadruped, special-purpose, and commercial service robots, as well as core components such as precision transmissions and dexterous hands. Multiple forums were held concurrently, covering topics including embodied intelligence technology innovation and supply chain collaboratio

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  18. MediaNama

    Shadowfax Q2 FY2027 revenue ₹1,538 crore, profit up 5x

    B2B logistics company Shadowfax reported operating revenue of ₹1,537.7 crore in Q2 FY2027, up 57% year-on-year, while net profit rose from ₹13 crore in the same period last year to ₹68 crore, an increase of more than 5x. Revenue from its hyperlocal delivery business grew 88% year-on-year to ₹341 crore, accounting for about 22% of total revenue; the company completed 271 million deliveries in the quarter. The company also launched micro-fulfillment centers for D2C brands, enabling delivery within 8-12 hours.

    B2B logistics company Shadowfax reported operating revenue of ₹1,537.7 crore in Q2 FY2027, up 57% year-on-year, while net profit rose from ₹13 crore in the same period last year to ₹68 crore, an increase of more than 5x. Revenue from its hyperlocal delivery business grew 88% year-on-year to ₹341 crore, accounting for about 22% of total revenue; the company completed 271 million deliveries in the quarter. The company also launched micro-fulfillment centers for D2C brands, enabling delivery within

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  19. Computerworld

    Don't Expect AI to Keep Your Secrets: Chat Data, Bankruptcy Sales, and the Privacy Risks of Model Memory

    A survey commissioned by DuckDuckGo shows that 53% of U.S. adults do not know whether chatbot conversations are used for training, when in fact they are; only a quarter of respondents know that chat logs can be subpoenaed. Character.AI filed for bankruptcy this month and initiated a court-supervised asset sale; its LLM trained on user interactions could be sold together with user data, and the Bankruptcy Code has no specific provision governing the ownership of trained models. In a 2022 study, GPT-Neo recovered the correct email address from a name alone at a rate of up to 1.24%, rising to 16.55% when a domain was provided and to 37.06% after five examples were given.

    A survey commissioned by DuckDuckGo shows that 53% of U.S. adults do not know whether chatbot conversations are used for training, when in fact they are; only a quarter of respondents know that chat logs can be subpoenaed. Character.AI filed for bankruptcy this month and initiated a court-supervised asset sale; its LLM trained on user interactions could be sold together with user data, and the Bankruptcy Code has no specific provision governing the ownership of trained models. In a 2022 study, G

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Thursday

  1. heise online

    Nikkei hits record high: How investors can benefit from the recovery of the Japanese stock market

    From January to the end of October 2026, the Nikkei rose about 20%, while the S&P 500 gained only 14% over the same period. After 34 years of waiting, the Japanese stock market finally broke through its 1989 record high. AI-related companies and a series of reforms in Japan were important drivers of this rally, and Warren Buffett's multibillion-dollar investment was also one of the reasons. The article also discusses what to pay attention to when choosing hedged or unhedged products given the yen exchange rate trend, and introduces the performance, fees and top holdings of Japanese ETFs and actively managed funds.

    From January to the end of October 2026, the Nikkei rose about 20%, while the S&P 500 gained only 14% over the same period. After 34 years of waiting, the Japanese stock market finally broke through its 1989 record high. AI-related companies and a series of reforms in Japan were important drivers of this rally, and Warren Buffett's multibillion-dollar investment was also one of the reasons. The article also discusses what to pay attention to when choosing hedged or unhedged products given the ye

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