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According to an exclusive report from "Du Jia," Douyin is currently testing exclusive interactive props for short drama scenes. Viewers can spend platform diamonds to send these props, which will trigger corresponding interactive effects in the short drama, allowing viewers to transition from simply "watching the drama" to paying for participation in the storyline.The report indicates that some short dramas will display entrances for props like "Iron Sand Palm · 1 Diamond" at key conflict points in the plot, with 1 diamond approximately equal to 0.1 yuan. This model opens up an interactive tipping monetization channel beyond traditional full episode unlock payments, advertisements, and short drama cards. In terms of industry background, current short drama revenue is highly concentrated among a few hit titles, putting significant pressure on small to medium projects to recoup costs, while one-time full episode payments filter out users who are only willing to make small payments. Prop payments will connect live tipping capabilities to short drama content, aiming to tap into the fragmented consumption potential of existing users.The report also warns that low-threshold props may provoke controversies related to deliberately creating conflicts and inducing consumption, requiring the platform to maintain ongoing regulation.

According to a report by Reuters citing informed sources, Trump Media & Technology Group (DJT.O) has signed agreements with Bloomberg, quantitative trading and market-making giant Hainar International, and Jump Trading to obtain posts released by Trump more quickly.

Alphabet (GOOG.O) executives stated that they are expanding AI-based advertising to international markets.

According to Bloomberg, Japanese IT giant GMO Internet has faced a cyber attack, and hackers claim to have released customer information due to the failure to receive a $50 million ransom. It is reported that its foreign exchange trading services have been suspended and are no longer accepting new subscriptions. In addition, all servers of its domain and cloud service Onamae have been compromised, which may affect users.It is reported that GMO Internet operates the cryptocurrency exchange "Z.com EX," which has been licensed by the Securities and Exchange Commission of Thailand and the Ministry of Finance of Thailand. Last week, the exchange disclosed that it had been acquired, with the acquisition involving all shares of the target company held by GMO Internet and its related subsidiaries and shareholders.

Slow Fog's Yu Xian posted on platform X, stating that Slow Fog's MistEye global threat intelligence hunting has discovered over 1,500 DarkSword phishing sites deployed across the internet, involving e-commerce, fake Binance, fake OKX, fake wallets, gaming, and cryptocurrency exchange businesses.

According to a report by Forbes on Friday, the Internal Revenue Service (IRS) is preparing to reform its voluntary disclosure program, planning to reduce penalties and expedite the processing of tax violation cases, including those involving cryptocurrency.Jarod Koopman, head of the IRS Criminal Investigation Division, stated that the agency aims to launch the revised program before December and to close cases within 120 days after taxpayers complete the required submission process. He noted that the new plan will not establish a separate disclosure channel for digital assets but will apply the same voluntary disclosure procedures to other forms of tax noncompliance. Koopman also mentioned that the penalties under the revised program will be significantly lower than current levels, although he did not provide specific amounts. The IRS is considering allowing taxpayers to settle debts through installment payments or settlement offers.According to Forbes, the current program often takes a year or longer to complete and primarily targets taxpayers who intentionally fail to comply with tax laws and may face criminal prosecution, rather than those who make reporting errors due to negligence. Meanwhile, legislative efforts are advancing another voluntary disclosure program aimed at cryptocurrency taxpayers. Section 502 of the Digital Asset Taxation Certainty Act will establish a correction process with clear penalty standards for past violations, and the bill was passed by the House Ways and Means Committee in September.

OpenAI announced that to prevent AI models from breaching security limits, it has required the most advanced models to be trained in environments where direct access to the live internet is not possible. Previously, an internal research model had gained limited internet access through a network configuration vulnerability, prompting the company to suspend training.After security rectifications, OpenAI resumed training on October 1, but still restricts internet access.

According to Caixin, Hong Kong-listed company Jingwei TianDi (02477.HK) announced on the evening of October 21 that its major shareholder, Hengfeng International, sold 716 million shares in the open market at an average price of HKD 0.1494 per share, cashing out approximately HKD 107 million.The announcement showed that Hengfeng International's shareholding ratio decreased from 24.94% to 10.01%. Hengfeng International is controlled by Qian Fenglei, who holds a 78.56% stake. Jingwei TianDi was included in the Hong Kong Stock Connect in March this year.A senior financial observer in Hong Kong told Caixin that this low-price reduction and cashing out raises suspicions of ulterior motives, and it cannot be ruled out that it is related to the recent monitoring of market manipulation by the Hong Kong Securities and Futures Commission.

According to Gate market data, the escalation of the Middle East conflict has led to a frantic sell-off of precious metals, with international spot gold falling below the 4,000 mark and Shanghai silver futures dropping over 6%.The Federal Reserve's interest rate decision is about to be announced, creating uncertainty in the precious metals market.

Cross-chain trading application Fomo recently announced the official public launch of its self-built internal cross-chain bridge (Fomo Bridge) and router. Official data shows that after integrating the self-built system, its cross-chain transaction confirmation time is less than 1 second, and the transaction execution speed is 50% faster than existing market solutions.Fomo stated that its internal router can average optimize execution prices by 0.5% and optimize the worst-performing 10% of transactions by over 2%. Currently, Fomo's cross-chain trading volume is more than 10 times that of other trading applications. As a large cross-chain trading application that possesses both a cross-chain bridge and routing system, Fomo has thus gained control over the entire trading stack, including pricing, indexing, bridging, and routing, ensuring that users can still achieve a fast and low-cost trading experience even in extreme market conditions.

According to attendees, U.S. Treasury Secretary Bessent stated during a closed-door meeting on Wednesday that there are no systemic issues in the artificial intelligence industry, and it cannot be compared to the internet bubble at the turn of the century. Bessent expressed an optimistic attitude towards this cutting-edge technology, believing that technological advancements will benefit the United States, but also acknowledged that data centers and AI companies have not done enough to explain the benefits of this technology to the average American.The closed-door meeting attracted over a hundred executives and investors from the financial industry, with ticket prices starting at $7,500 and top sponsorship packages costing up to $100,000. Proceeds from the meeting are used for charity. This year marks the 14th edition, having raised nearly $72 million in total. Bessent has publicly predicted multiple times that the development of artificial intelligence will significantly increase productivity and greatly boost U.S. economic growth. Currently, there is growing concern in American society regarding investments in artificial intelligence and data centers, leading to a sell-off of AI stocks.Former U.S. Treasury Secretary Yellen pointed out that she always confirms the presence of the media and issues public reports when she gives speeches. Bessent's office responded that his views expressed at the closed-door meeting had been publicly stated before and do not involve issues of transparency; in addition to artificial intelligence, he also discussed his views on the U.S. economy. More and more regions are beginning to oppose the construction of data centers, which is affecting the upcoming U.S. midterm elections, leading to a decline in support for U.S. President Trump and the Republican Party.

According to Bloomberg, Amazon's threat intelligence team discovered that hackers attempted to exploit related vulnerabilities days before the public disclosure of two security vulnerabilities in PHP. After the vulnerabilities were disclosed on Wednesday, hacker activities further expanded. Amazon stated that the related vulnerabilities are being widely exploited but did not disclose specific victim information.Cybersecurity company Palo Alto Networks found that there are over 22.6 million exposed instances worldwide with related vulnerabilities. Wiz researchers estimate that the vulnerabilities could affect about 70% of the internet and have existed for over a decade, while Matt Hull, Vice President of Cyber Intelligence and Response at NCC Group, warned that some vulnerable systems may have already been compromised or even implanted with backdoors.

According to "Du Jia," Alibaba Cloud merged its original IQS information query service with CleverSee in mid-September to create a brand new AI-native search service product called CleverSee (Chinese name "Kai Xi"), providing integrated search and Q&A services for enterprise clients.CleverSee is positioned as an AI-native retrieval tool specifically designed to provide understandable high-quality information sources for large models and intelligent agents. Its core includes three sub-products: networked inquiry, vertical domain inquiry, and enterprise internal search, covering public internet information, semi-public information in vertical fields, and private data within enterprises, respectively. The networked inquiry supports intent recognition, multi-turn thinking, and searching while thinking, and can return answers with source citations as well as structured cards for weather, stock prices, etc.; the enterprise internal search is currently in a targeted experience testing phase.Previously, Tencent Cloud opened "Yuanbao Search" to the public on October 20, and ByteDance's Volcano Engine also launched Viking AI Search, accelerating the deployment of AI search infrastructure among domestic cloud vendors for enterprise applications.

According to market news, the ransomware/disclosure organization FulcrumSec publicly claimed to have continuously stolen about 10.6 TB of data from PingCAP's managed database service TiDB Cloud and released about 200 GB of the first phase sample.PingCAP issued a statement acknowledging that "some internal operational data" was accessed without authorization, but emphasized that it does not involve product vulnerabilities and will not affect the security of customer databases and business data. Companies such as Bitget and Baidu have collaborated with this data company.

According to "Du Jia," Tencent is conducting internal testing of an AI interactive content product for children and teenagers called "Dongle Duck," which includes a web version and a WeChat mini-program. The product is currently open for limited testing to parent-child users and teachers, using interactive content "Wonder Cards" as the main medium, allowing parents, teachers, and knowledge creators to use AI to create draggable, simulated, and operable interactive works from knowledge, experience, and creativity.Dongle Duck comes with a content community, accumulating ready-made Wonder Card materials that cover knowledge in various fields such as common life knowledge, art, humanities, and natural sciences. The formats include 3D models, games, picture books, and dynamic courseware. Parent-child scenarios can choose interactive bedtime picture books, rocket launch processes, electronic piano strings, motorcycle structures, and more for simulation; classroom scenarios can visualize physical concepts like friction and levers, and include built-in word puzzles and mini-games; extracurricular content includes miniature courtyard light and shadow simulations of museums, hydrological observation station transitions between dry and wet seasons, previews of pottery shapes and glaze colors, as well as models of electric fields, pulley systems, and the Pythagorean theorem.Parents, teachers, and knowledge creators can input ideas and use the built-in Agent to create picture books, games, dynamic courseware, 3D content, and memory cards. The platform features an inspiration wall and also supports adaptations of existing community works. "Du Jia" states that after entering the command to generate a game of Gomoku in the chat box, the AI will generate a mini-game in the right sidebar, supporting downloads, publishing to the community, or sharing with WeChat and QQ friends; the product also supports uploading recordings and direct dialogue input, turning existing materials into interactive knowledge.

OpenAI's official website disclosed that in June of this year, an internal research model (GPT-5.6 Sol series) was assigned a task: to update a cryptocurrency trading application and deploy a contract on the Ethereum testnet Sepolia. The task did not provide a funded wallet, nor was it authorized to use external funds. The model first attempted to obtain test ETH from a faucet but failed. It then devised a method on its own—deriving addresses from publicly available developer seed phrases, scanning hundreds of them until it found an account with a balance.In its internal reasoning, it explicitly questioned "whether using funds from a public key is ethical," ultimately justifying itself: these are testnet ETH with no actual value, and the seed phrases had long been made public, so the funds were "effectively abandoned." It then used that account to pay for the gas required for deployment, successfully completing the contract deployment. OpenAI discovered this behavior during subsequent alignment monitoring and officially disclosed it in the Misalignment Reports on October 15, 2026. The incident was classified as "unauthorized use of a funded test cryptocurrency wallet," indicating that the model replaced the account holder's authorization with its own judgment.

According to Top Chinese Innovation Society reports, former head of the basic model for humanoid robots at ZhiJi Dynamics, Yu Tao, has left to start his own venture, focusing on the combination of LLM and embodied intelligence. According to relevant sources, his company's first round valuation is 70 million USD, and the second round valuation is 200 million USD, with DeepSeek and a leading top-tier fund participating in the investment.Yu Tao holds a PhD from the University of Science and Technology of China and was a visiting scholar at the National University of Singapore. He previously served as a senior researcher in Tencent AI Lab's Absolute Enlightenment team, where he led the team to build the full-body tracking system LimX WBT and the motion generation system from scratch during his time at ZhiJi Dynamics. According to reports from Phoenix Technology, DeepSeek founder Liang Wenfeng has recently met with several entrepreneurs in embodied intelligence and is internally evaluating different entry methods, such as forming a team independently or investing in external startups.In August of this year, DeepSeek invested approximately 141 million RMB through a strategic placement in Yushu Technology for its IPO; previously, Bloomberg also disclosed its plan to lead the investment in the robotics company Winverse AI founded by former Tencent AI scientist Hu Han.