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Alphabet (GOOG.O) CEO Sundar Pichai stated that the company is developing a streamlined version of Gemini 4 Carbon for over 1 billion users.

According to Decrypt, James Comer, the Chairman of the House Oversight Committee (Republican from Kentucky), has launched an investigation into a proposed company entity in Delaware that would be operated daily by AI entities.In a letter to Delaware Governor Matt Meyer, Comer stated that the proposed "Artificial Intelligence Company" (AIC) could exempt AI companies and their investors from liability for damages caused by AI entities, and he requested the governor to submit relevant documents and communications, including "internal AI chat logs," by November 9.The proposal was announced in July in a joint article in Fortune by Delaware Secretary of State Charuni Patibanda-Sanchez and Norm Ai CEO John Nay, positioning it as a public-private partnership led by Norm Ai.By design, the AIC could sue and be sued, hold property, and assume obligations under the direction of AI entities; its sole member must maintain sufficient capital and is not liable for the company's debts except in cases of incomplete capitalization, fraud, or willful misconduct. The AIC can only operate within a regulatory sandbox for 30 months, must disclose its identity to counterparties, and is prohibited from conducting banking activities.Comer also questioned the role of private sector participants in the proposal, stating that the Delaware AI Commission's report due in December 2025 did not mention a security risk assessment or consult independent experts, and the Secretary of State's office refused to clarify its relationship with an AI company involved in the project.He stated that this information could inform federal legislation, including proposals to limit state-level AI regulatory initiatives. The Secretary of State's office denied that the plan is a liability waiver arrangement, and Governor Meyer defended it, with state legislators expected to review the legislative proposal in January.

The U.S. stock market's rare earth, lithium battery, and blockchain concept sectors have seen significant increases, becoming the focus of market attention. According to Gate stock market data, Critical Metals Company (CRML) surged by 27.83%, currently priced at $8.13; Enovix Corporation (ENVX) rose by 26.69%, currently priced at $3.37; Soluna Holdings, Inc. (SLNH) increased by 25.00%, currently priced at $0.65.Gate has established a trading service system covering the four core markets of U.S. stocks, Japanese stocks, Hong Kong stocks, and Korean stocks, supporting over 10,000 U.S. stocks and ETFs, more than 1,500 Hong Kong stocks, over 1,000 Korean stocks, and about 300 Japanese stocks, totaling coverage of more than 12,800 stocks and ETF assets globally.Gate allows users to participate in global stock trading using USDT in a one-stop manner and offers fractional share trading starting from a minimum of 0.01 shares along with corresponding stock dividend rights. The platform also supports cross-brokerage transfers for U.S. and Hong Kong stocks and accommodates corporate actions such as stock splits and consolidations, further optimizing the stock investment service experience.

According to a report by the Southern Daily cited by the Financial Associated Press, several universities recently issued notices stating that the salaries of on-duty and officially employed personnel will be distributed through digital RMB wallets. The Finance Office of Yangzhou University announced on October 20 that, according to a pre-notice from the Provincial Department of Finance, starting from November 2026, the salaries of on-duty and officially employed personnel (including personnel on agency contracts) will be distributed through digital RMB wallets. Relevant personnel must complete the opening and upgrading of their digital wallets based on their current salary card situation by October 23.The Finance Office of Nantong University issued a notice stating that, according to the Provincial Department of Finance, starting from November 2026, the salaries of all officially employed personnel and personnel on agency contracts will be distributed through digital wallets. Relevant personnel must complete the opening and upgrading of their digital wallets by October 30. Salaries and performance will be distributed on two separate cards, both of which need to be opened. The Finance Office of Jiangsu Normal University also issued a notice stating that to implement the national deployment of the digital RMB pilot program and according to the unified deployment of higher authorities, the university will steadily promote the distribution of salaries in digital RMB for on-duty personnel.

The Bitcoin wallet Electrum officially announced the release of version 4.8.3, stating that this update fixes a serious security issue and urges all users to upgrade. The official statement indicates that detailed information about the vulnerability will be released later.Its GitHub changelog marks 4.8.3 as a security update, with a release date of October 23. The Electrum official website reminds users to only download the software from the official website and to verify the GPG digital signature to confirm the source and integrity of the installation package.

The issue surrounding the military version of the "Starlink" satellite communication system within Ukraine has led to differing opinions from the United States, Ukraine, and SpaceX. Ukrainian President Zelensky stated that the Ukrainian military faces speed limits when using "Starlink," while U.S. President Trump claimed he was unaware and stated that the speed limits had been lifted. SpaceX CEO Musk indicated that any restrictions are determined by the U.S. military and ultimately depend on the U.S. President.

U.S. Treasury Secretary Janet Yellen stated that despite Iran's attempts to disrupt energy transportation, oil exports from the Persian Gulf are rebounding strongly, surpassing pre-conflict levels. Iran's threats have failed to stop energy from flowing to global markets.

JUST announces the official release of the new white paper. As an important ecological document following the brand upgrade, the new white paper systematically outlines the JUST ecological architecture, the positioning and collaborative relationships of the three core product lines, and provides detailed explanations of the updated JST token economics, covering key content such as governance mechanisms and buyback and burn arrangements.The new white paper helps users, developers, and the community to gain a more comprehensive understanding of the upgraded ecological layout, token mechanisms, and long-term development direction, further enhancing ecological transparency and providing a clear reference for subsequent ecological participation and development integration.

Paranoid developer Ignotus Nemo proposed a recursive aggregation scheme for EIP-8288 on the Ethereum research forum, suggesting support for various approved proof sizes to allow smaller proofs for small-scale aggregation. He implemented heterogeneous recursion in the Paranoid system, which has been running both large and small state transition proofs on the public mainnet.The scheme uses a limited set of authenticated validator libraries, processing cross-class delayed validation through independent accumulator channels for each class to ensure the correctness of matrix claims in the recursive steps. When applying this mechanism to EIP-8288, discussions are needed on how to merge subclass libraries, handle dependencies, and address semantic compatibility issues between program identities and validator classes. EIP-8288 was proposed by Vitalik Buterin and Thomas Coratger in June 2026, primarily addressing the issues of large post-quantum signatures and STARK proof sizes, as well as high on-chain verification costs.

The National Development and Reform Commission has released a new version of the "Regulations on Foreign Investment Management," which better ensures the development and security of foreign investment from an institutional perspective. The regulations consist of 76 articles, divided into six chapters: General Principles, Guidance and Services for Foreign Investment, Supervision of Foreign Investment, Protection of Foreign Investment, Legal Responsibilities, and Supplementary Provisions.The regulations will take effect on December 1, 2026, at which point the "Regulations on Overseas Investment Management" issued in 2017 will be simultaneously abolished. The state supports investors in conducting foreign investment activities based on market principles and actively participating in international cooperation and competition. Investors enjoy the autonomy of foreign investment according to the law, making independent decisions, bearing risks independently, and being responsible for their own profits and losses.

Cryptocurrency exchange Gemini co-founders Cameron Winklevoss and Tyler Winklevoss stated in an interview that Bitcoin is a public, auditable blockchain where anyone can see transaction records, and this openness makes it unsuitable for privacy needs. Privacy coin Zcash is used for private transactions and payments, so the two can coexist. They mentioned that ideally, privacy should be built into Bitcoin, but currently, it is a practical model of Bitcoin storage and Zcash transactions. Bitcoin remains important, but the privacy exposure risk of public chains is greater in the face of artificial intelligence.The Winklevoss brothers stated that Zcash complements the missing privacy features of Bitcoin, serving as a privacy-focused Bitcoin, and the privacy value of ZEC has yet to be fully realized. If it reaches 10% of Bitcoin's market value, ZEC could rise fivefold, easily surpassing $5,000. They are optimistic about ZEC's price performance in the next 5 to 10 years, especially as privacy demand increases, and they described Zcash as a financial privacy protection tool in the era of artificial intelligence, an antidote against AI-driven surveillance and tyranny, and a hedge against artificial intelligence or quantum threats in the cryptocurrency space.

According to Slow Fog's disclosure, LiteLLM has once again encountered a supply chain attack, with the malicious version litellm@1.107.0 affecting PyPI packages and Docker images, including floating tags such as latest and main-stable.The injected malicious code will automatically execute upon Python startup, stealing sensitive data such as cloud credentials, AI API keys, SSH private keys, and supporting remote code execution. The affected versions have been removed or replaced. Slow Fog recommends that users avoid using version 1.107.0, rebuild the affected environment from a clean image, rotate potentially leaked credentials, and pin the version to 1.106.2.

According to The Defiant, as JPMorgan launched its token JPMD on Ethereum, 13 counterfeit tokens with the same name appeared in the market. JPMorgan's official documentation warns that the tokens with the same name on other addresses are not related to the bank.The bank's genuine Ethereum token currently shows zero supply and zero holders.

Infineon and NVIDIA announced a collaboration on power conversion for data centers.

Ethereum research forum researcher Pierre proposed a faster, aggregatable, and quantum-resistant privacy pool solution.This solution ports a Tornado Cash-like privacy pool to the hash-based SNARK system Flock, which may possess post-quantum security, and uses SHA-256. The solution replaces large circuits with small "single compression" circuits.

According to Beating reports, Lei Feng Network interviewed several headhunters and found that major domestic internet companies are tightening their recruitment quotas but are still willing to break salary limits for top AI talents. Headhunters revealed that this year, some outstanding fresh graduates in foundational model directions have annual packages reaching 2 million yuan; ByteDance Seed and Xiaohongshu's highest offers have reached 4 million to 5 million yuan, while Baidu is in the range of 2 million to 3 million yuan.The high salaries for talent are exacerbating internal salary discrepancies. An internet professional stated that some employees in foundational models have lower job levels but earn more than their higher-level colleagues. Similar situations emerged as early as 2017; an experienced engineer recalled that at that time, a returnee fresh graduate who joined a year later and was at a lower job level had a monthly salary 10,000 yuan higher than his own, leading to a monthly turnover of about 10% in a team of over thirty people.Headhunters noted that application-side positions are shrinking, while foundational model teams still lack individuals who can truly train large models. Coding Agents, model evaluation, pre-training data, and Agent infrastructure have become new focal points for talent acquisition; DeepSeek has recently been expanding its recruitment for backend developers and Agent Infra engineers, while the hiring enthusiasm in areas like AI search has decreased. Companies are not only looking at academic qualifications and papers but also place greater importance on whether candidates have actually trained large-scale models in leading teams; the salaries and responsibilities of scarce talents can be negotiated separately, while competition among ordinary AI job seekers is more intense.

On October 19, the B.AI platform announced that DeepSeek V4.1 Flash has seamlessly upgraded to the latest V4.1 Flash-1017 version, further optimizing response speed, inference quality, and operational stability, bringing a more efficient and intelligent AI experience to developers and users.This upgrade continues the seamless switching method, allowing users to keep the same model ID, and existing API calls and workflow configurations can remain unchanged, enabling direct access to the new model capabilities, significantly reducing migration and adaptation costs. B.AI stated that it will continue to follow the iteration of cutting-edge models, providing developers with more stable and cost-effective model services.

Binance founder CZ posted that the Japanese version of his autobiography "Freedom of Money" is on sale today, with more language versions coming soon, and all proceeds will be donated to charity.

The identity project World, co-founded by OpenAI CEO Sam Altman, announced the launch of a World ID verification product suite aimed at banks and financial institutions, marking the first industry-specific version of the identity protocol. World co-founder Alex Blania unveiled the product at the Money20/20 conference. The suite integrates three existing products, and World claims it can help institutions guard against deepfake fraud and AI-driven identity theft, covering scenarios such as customer accounts, employee workflows, and AI agents.Specifically, the World ID app is an identity wallet used to store and present what World refers to as user Proofs. World ID for Zoom allows call participants to confirm that the other party is a real person and not a deepfake; this feature has officially launched after a limited testing phase that began in April. World’s main developer, Tools for Humanity, has also joined Zoom's Independent Software Vendor Exchange Program. World ID for Agents, also known as AgentKit, allows users to delegate Proofs to AI agents, which present them to third-party platforms.World stated that it is collaborating with OpenExchange, Bain Capital, VanEck Funds, and Outtake as design partners to explore how its technology can support banks and financial services, but did not disclose specific bank names or pricing for the product. A press release cited a Deloitte forecast predicting that by 2027, AI-related fraud losses in the U.S. could reach $40 billion, up from approximately $12.3 billion in 2023. World claims that over 18 million people currently hold Proof of Human. Last month, World also launched the World Money self-custody app, supporting stablecoin payments in over 150 countries; in July, World Foundation raised $52.5 million through a WLD token sale, with a lock-up period of one year.