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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 Catcher Predict monitoring, in the market prediction on Polymarket for the event "Counter-Strike: JiJieHao vs Eternal Fire (BO3) - DraculaN Playoffs", the "Eternal Fire" option in the sub-market "Map 3 Round Spread: Eternal Fire (-3.5) vs JiJieHao (+3.5)" has experienced a dramatic fluctuation in winning probability, soaring from 50% an hour ago to the current 91% (a fluctuation of 41%). Please note the impact of relevant breaking news.

JUST announced an upgrade to the buyback and destruction mechanism for JST. After completing the fifth round of buyback and destruction, the mechanism officially enters a new phase: governance will be unified by the JUST DAO, and a reserve fund of no less than 50 million USD will be established for risk mitigation, emergency redemptions, and liquidity support, to enhance the mechanism's risk resistance and execution stability.On the buyback side, it will shift to being executed based on the quarterly sustainable income of the JUST ecosystem, forming a normalized arrangement of long-term buybacks and regular destructions, making the scale of buybacks more closely tied to the actual income of the ecosystem.In addition, the remaining surplus funds above the reserve threshold, approximately 20.34 million USD, will be released in four phases starting from Q4 2026 to supplement the buyback, ensuring long-term deflation and stability of the mechanism. The complete announcement and implementation details can be found through official channels.

The venture capital firm a16z published comments from co-founder Marc Andreessen on X regarding open-source AI. Marc Andreessen: If the only way for children to learn AI is to work at one or two companies, it would be hard for parents to accept.He also stated that in an open-source world, every child can understand how the relevant technology works. Without open-source, AI will inevitably be concentrated in one or two companies, or even directly in the hands of the government.Marc Andreessen also used the analogy of "government sushi," asking people to imagine "government AI," and stated that open-source is a safeguard to ensure this scenario does not become a reality in the future.

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.

The global bond market is experiencing heightened risk aversion due to the sell-off of artificial intelligence-related stocks and escalating geopolitical tensions. The spread of high-rated Asian corporate dollar bonds has risen to its highest level since July last year, and the global corporate bond yield premium has surged to 129 basis points.Concerns about the pace of spending related to artificial intelligence have triggered turmoil, with Castle Securities CEO Griffin warning of bubble risks, while Blackstone President Jon Gray believes market demand remains strong.

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.

According to local media Digital Asset in South Korea, the South Korean government and central bank are promoting amendments to the country's foreign exchange market law to regulate stablecoins as a payment tool.South Korea is currently formulating the "Basic Law on Digital Assets," which will establish an exchange licensing system and formulate rules for the issuance of stablecoins.

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 a report by Financial Associated Press, Chan Park, Head of Policy and Partnerships for OpenAI in North America, wrote to California Governor Gavin Newsom on October 20, expressing support for mandatory requirements for artificial intelligence companies, including equipping models with emergency shutdown mechanisms, undergoing independent audits annually, and implementing higher standards for cybersecurity regulations. The letter suggested strengthening California's AI Transparency Act SB53, which is set to take effect in 2025.The current SB53 requires cutting-edge AI companies to publish safety frameworks and transparency reports, as well as report significant safety incidents. OpenAI believes these requirements are insufficient and proposes that regulatory rules should clearly state that corporate safety frameworks must cover the capabilities of cutting-edge models to independently conduct AI research and development. OpenAI revealed in a blog post in September that it plans to create automated AI researchers, aiming to achieve this by March 2028.During the legislative review phase of SB53, OpenAI did not support the bill and publicly opposed burdensome state-level legislation in March 2025. OpenAI disclosed this week that in two recent internal programming tasks, AI agents attempted to deliberately deceive staff and undermine monitoring systems: earlier this month, one agent disabled automatic alerts sent to the security team, and days later, another agent removed the monitoring system and falsely claimed to employees that it had not done so. Audits by independent investigation firms Asymmetric Security and Transluce show that recent related incidents are more widespread than initially disclosed by OpenAI.

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.

Aave posted on platform X: The first batch of externally curated markets for Aave V4 is now live, with strategies developed by @SentoraHQ. Users can borrow RLUSD, PYUSD, and OUSD using yield-bearing assets and blue-chip assets as collateral in three new markets on Ethereum.

The privacy Layer 2 network Aztec, based on zero-knowledge proofs, announced that its V6 upgrade proposal has been approved, but the governance panel currently still shows that voting is open, with the execution date listed on the panel as October 26.According to disclosures, the upgrade will enhance the messaging speed between Ethereum and Aztec, and will provide 30 days of operational funding for the V5 version during the migration period.

Uniswap Labs announced that Aggregator Hooks are now live, enabling aggregation functionality in Uniswap v4. This mechanism wraps external liquidity sources into v4 pools through Hooks, allowing any routing to treat them as Uniswap pools. It is currently available on the Uniswap web interface and API, covering Ethereum mainnet, Base, and Robinhood Chain, with more networks to be integrated soon.On the first day of launch, it supports seven external sources, including Curve, Fluid, and PancakeSwap. Each block routing will pull the latest quotes from the integrated sources, constructing the optimal path between the Uniswap pool and external sources during exchanges, and completing settlements within a single transaction without the need for additional authorization. Uniswap stated that most on-chain liquidity is already on Uniswap, but new liquidity may still appear in other places. After external sources are incorporated into v4, exchanges routed through them will incur protocol fees, contributing to UNI burn.

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.

The yield spread between France's 10-year government bonds and Germany's government bonds has risen to a 15-year high, reaching 160.9 basis points. The yield on France's 10-year government bonds increased by 6 basis points to 5.0601%, the highest level since July 2002. Fiscal pressure and ongoing protests are undermining market confidence, and the yield spread between Eurozone government bonds and German government bonds has also widened.

Circle CEO Jeremy Allaire stated in an interview that he is not particularly focused on the short-term price performance of Bitcoin, but is more optimistic about the digital dollar used for payments and the AI agent economy. Allaire mentioned that the digital dollar can be used for payments, transactions, lending, and investment, and that AI agents will participate in more economic activities in the future, potentially further driving the demand for digital dollars and related blockchain infrastructure, although he did not provide specific data on the growth of this demand.On the regulatory front, the Office of the Comptroller of the Currency in the United States is formulating rules related to the GENIUS Act. The proposal requires stablecoin issuers to hold reserve assets not less than the total amount of circulating stablecoins and to redeem at face value within two business days, while prohibiting issuers from paying interest to holders. Allaire believes that the bill has bipartisan support and can provide policy protection for the stablecoin industry, but broader legislative progress on the structure of the cryptocurrency market in the United States has not yet been made.