According to CoinMeta, the DeepSeek harness team published a technical article on their official WeChat account on the evening of October 31st titled " super-agent Design Exploration: Towards a More Autonomous agent System." DeepSeek indicates that improvements in model capabilities have given rise to new forms of applications, with personal assistants ( personal agent ) beginning to emerge in large numbers. However, existing mainstream agent designs are still unable to support this model at the scale of multitasking and team collaboration; the upper limit of multitasking depends on human attention. By adopting a dual-layer architecture, event-driven mechanisms, asynchronous multi-channel interactions, separation of storage and computation, and integration with external watchdog, the DeepSeek team has overcome these limitations. The system has taken over the tedious tasks of session management and context synchronization at the underlying level, allowing humans to move up to higher levels of decision-making and validation. Currently, an internal super-agent instance built using this approach is in continuous operation, participating daily in issue reproduction and resolution, code review responses, and the DeepSeek harness's own iteration process.

According to CoinMeta, in its statement regarding the hacking incident, Binance stated that it will absorb the financial impact of these stolen funds, and users will not be affected.

According to CoinMeta, Binance has released an update on the security incident, announcing that it has now made up for 90% of the losses of the stolen assets. The ten major tokens including BTC, ETH, USDT, BNB, SOL, USDC, XRP, USD1, RLUSD, and ZEC have achieved 100% coverage by their reserve funds. The remaining 10% of assets with lower liquidity are being continuously repurchased through public markets and the OTC channel. The sources of the funds for this replenishment include: deploying part of the investor protection fund (SAFU), reallocating some of the balance from the contract insurance fund that exceeds regulatory and risk control requirements, as well as utilizing Binance's own company treasury reserves. Binance will subsequently replenish the scale of the SAFU fund to approximately $1 billion. In addition, Binance completed the latest reserve fund proof (POR) snapshot at 08:00 on October 31, 2026, UTC +8, and is expected to generate a complete zero-knowledge proof (ZK-POR) on November 3 for users to verify.

According to CoinMeta, in October, the amount of Ether staked exceeded that of any other month in history.

According to CoinMeta, Binance has completed the replenishment of approximately 90% of the affected assets. BTC, ETH, USDT, BNB, SOL, USDC, XRP, USD1, RLUSD, and ZEC have achieved 100% full reserve support. The remaining approximately 10% of the assets require more time to be fully purchased due to their lower liquidity, and the funds for replenishment come from the SAFU fund, contract insurance fund, and Binance's own funds. Binance completed a new round of reserve fund proof snapshot at 08:00 on October 31st, and the complete proof is expected to be generated at 08:00 on November 3rd.

According to CoinMeta, APompliano analyzed the $6 billion Binance hack this week, discussing the impact of this incident on Bitcoin as well as the rise of cyberattacks driven by AI. He also talked about the Anthropic files, Microsoft's acquisition proposal for 60,000 people, Eli Lilly's record-breaking quarter, interest rates, the AI bubble debate, and the reasons why Jordi believes Bitcoin is the purest form of AI trading.

CoinMeta US stock data: The latest daily reading for the yield of 10-year US Treasury bonds is 4.98%. This represents a decrease of 0.07 percentage points compared to the same period 24 hours ago; it has increased by 0.02 percentage points compared to the same period 7 days ago.

According to CoinMeta, the 7-day average APR of Lido has risen from 2.2% to 4.2% in the past two days. This change is due to the fierce competition in Ethereum's execution layer, which has led to an increase in on-chain rewards, allowing STETH holders to profit as a result. Yesterday's intense competition on-chain was triggered by the Binance hack incident.

CoinMeta US stock data: The latest daily reading for the yield of 2-year US Treasury bonds is 4.61%. This represents a decrease of 0.06 percentage points compared to the same period 24 hours ago, and a decrease of 0.04 percentage points compared to the same period 7 days ago.

CoinMeta data: Within the specified range, the protocol's revenue in the past 24 hours was 49.6044 million US dollars, which is a decrease of 20.15% compared to the same period last time.

According to CoinMeta, crypto-related organizations donated over $200 million during this US electoral cycle, with the aim of pushing Congress to pass legislation that is favorable to the digital asset market structure. Fairshake and its affiliated super political action committees supported 33 House candidates, while Coinbase and Ripple each donated $25 million to them in 2025. Fairshake has spent $55 million opposing Sherrod Brown and supporting its opponent Jon Husted. Stand with Crypto have endorsed 45 candidates. Ryan Vangrack stated that regardless of the election results, the industry will still see more regulatory clarity. (Source: Public Citizen)

According to CoinMeta, Intel's stock price plummeted by nearly 29% on October 30, despite a 78% increase in its data center revenue. Analysis indicates that chip shortages, weak demand for personal computers, and rising factory costs have suppressed growth. Intel's revenue in the third quarter increased by 21% year-on-year to $16.5 billion, with revenue from its data centers and AI division growing to $7.3 billion. Nevertheless, Intel faces challenges including the inability to meet the demand for Xeon server processors, and an explosion at its factory in Israel is expected to result in a loss of about $600 million in revenue. In addition, Intel's traditional PC business has also been affected by insufficient demand, with quarterly revenue at $8.1 billion, a 5% decrease year-on-year.

CoinMeta data: In the last 4 complete hours, the trading volume of perpetual contracts was 9.78 times that of spot transactions. This represents a 2.6001 increase compared to the same time frame snapshot from 24 hours ago, and a 2.3534 increase compared to the snapshot from 7 days ago.

CoinMeta data: In the last 4 complete hours, the trading volume of perpetual contracts on ETHUSDT was 20.56 times that of spot transactions. This represents a 9.0596% increase compared to the same time frame snapshot from 24 hours ago, and a 3.0324% increase compared to the snapshot from 7 days ago.

According to CoinMeta, as monitored by the Mist Team, the cross-chain protocol zklink was attacked, resulting in a loss of approximately $783,000. Mist Analysis stated that the attackers exploited vulnerabilities in transient and storage to forge batch roots and carry out unauthorized withdrawals, involving 1 ETH and 11 ERC-20 transfers. Mist recommends that relevant cross-chain relay projects reset transient and storage and bind verification values.

According to CoinMeta, a certain address earned approximately $25.36 million in profits over the past 30 days, but recently saw a reduction of about $11.94 million in its short positions. This address still holds about 79.69 BTC short positions, with a value of about $6.17 million. Within this period, it closed about $11.92 million worth of short positions at an average transaction price of about $77,362. The total profit and loss for the address 0xdd53...2b13 is approximately a loss of $18.79 million.

According to CoinMeta, Reddit's stock plummeted by 29.2% on October 30, 2026, due to a decline in Google's AI search traffic, marking the largest single-day drop since its listing in 2024. Despite a 53% increase in third-quarter revenue, management warned that search and recommendation traffic has been declining by more than 1 million times per week on average, with Google's AI feature being considered the main reason. The daily active users of Reddit reached 130.3 million in the third quarter, a year-on-year increase of 12%, but the number of users in the United States dropped to 50.7 million, a decrease of about 2.5 million from the previous quarter. Management expects that if the current trend in search and recommendations continues, the total daily visits in the fourth quarter could decline by double-digit percentages.

CoinMeta data: In the last 4 complete hours, the trading volume of perpetual contracts at BTCUSDT was 10.88 times that of spot transactions. This represents a 3.6105% increase compared to the same time frame snapshot from 24 hours ago, and a 3.9813% increase compared to the snapshot from 7 days ago.

According to CoinMeta, the U.S. Securities and Exchange Commission (SEC) is closely monitoring artificial intelligence (AI) companies, particularly their disclosures and circular trading practices. SEC Enforcement Director David Woodcock told Reuters on October 30 that as concerns over inflated valuations, circular investments, and large infrastructure commitments increase, the SEC is reviewing the relevant disclosures of these companies. "Whitewashing" refers to companies exaggerating or misrepresenting their capabilities, adoption rates, or financial benefits. In March 2024, regulatory authorities filed lawsuits against investment advisors for making misleading statements regarding certain practices, and ultimately both companies agreed to pay civil fines of $400,000 each. Similar cases include one where a company raised nearly $4 million by misleading investors; in October 2024, that company was announced to have been fined $310,000. These cases indicate that securities laws also apply to the claims made by AI companies.

According to CoinMeta, Crypto Card cashbacks allow users to earn cryptocurrency rewards in their daily spending. Although the advertised 2% or 3% cashbacks are attractive, the actual value is affected by token prices, transaction fees, reward restrictions, and staking requirements. Unlike traditional cashbacks, the value of cryptocurrency rewards can change after payment, so users need to understand these conditions to determine whether the rewards truly save expenses or introduce financial risks. Many providers use their own tokens or stablecoins to distribute rewards. When choosing a crypto card, users should check the cryptocurrency they receive, the time it takes for the rewards to be credited, and the convenience of converting them into fiat currency. The cashback rate of some crypto cards may vary depending on account conditions, and higher reward percentages may require users to lock up a certain amount of cryptocurrency. Many crypto cashback programs limit the maximum amount of rewards that can be earned per month, which may reduce the effective cashback percentage for high-spending users. The significant fluctuations in cryptocurrency prices make cashback rewards more unpredictable than traditional cash rewards. Users should carefully examine the fee structure to determine whether the card truly saves them money.