Odaily reports that on-chain information shows the Binance SAFU fund address transferred out a total of 7,500 BTC across 3 transactions at approximately 10:30 and 10:48. The address currently holds a balance of 7,500 BTC, valued at approximately $580 million.

Earlier reports indicated that Binance announced that as of October 31, approximately 90% of the affected assets had been backfilled, further improving from the previously disclosed 80%.

Odaily Report: On the evening of October 31, the DeepSeek Harness team published a technical article titled "Super-agent Design Exploration: Toward a More Autonomous Agent System." DeepSeek stated that improvements in model capabilities have given rise to new application forms, with Personal Agents beginning to emerge in concentrated numbers recently. However, existing mainstream Agent designs still struggle to support this model at the scale of multi-tasking and team collaboration, as Agents' working mode remains fundamentally based on a single Session, with different Sessions being independent of one another.

Under this design, the upper limit of a single task depends on model capability, while the upper limit of multi-tasking depends on human attention. Through approaches such as a dual-layer architecture, event-driven design, asynchronous multi-channel interaction, separation of storage and computation, and an external Watchdog, the DeepSeek team has overcome these limitations. The system takes over cumbersome session management and context synchronization at the underlying level, enabling humans to move further up from specific execution details to higher-level decision-making and acceptance.

DeepSeek calls this Agent form and its system architecture Super-agent. The article mentions that currently, an internal Super-agent instance built on this approach is already running continuously, participating in daily issue reproduction and fixing, code review responses, and iteration of DeepSeek Harness itself. (DeepSeek Harness Team)

Odaily: Bitwise's Q4 staking report shows that Ethereum staking reached 43.8 million ETH, accounting for 35.9% of total supply and hitting an all-time high; net staking inflows in Q3 were 1.99 million ETH, marking six consecutive quarters of net inflows. Solana's active staking increased to 440.5 million SOL. In Q3, Ethereum's average annualized staking yield fell from 2.81% in Q2 to 2.63%, with 96.3% coming from ETH issuance; Solana's gross staking yield dropped from 6.38% to about 6%, with nearly 90% coming from token issuance. The above yields are not net of service provider fees and are not equivalent to the actual yields received by customers.

Coinbase stated that staking ETFs and digital asset treasuries are broadening participation channels. Kean Gilbert, head of institutional relations at the Lido Ecosystem Foundation, said that after custodians support staking, institutions can participate through existing custody relationships, and the focus of discussions has shifted to implementation issues such as validator decentralization, code audits, and the proportion of fund staking. Since ETH unstaking may take several weeks, while funds typically need to meet redemptions within one to two days, liquidity remains a constraint for institutions. Gilbert estimates that the average staking ratio for related products in Europe is only 50% to 60%; liquid staking tokens can provide an alternative exit channel, but actual sales depend on market liquidity and price. (CoinDesk)

Odaily: According to Axios, a US official said that if Republicans suffer a heavy defeat in the midterm elections, Trump may be more inclined to order a large-scale military operation. The official said: "If Trump feels humiliated or stripped of his authority, he will take bold action. Everyone is telling the Iranians this. Now is the best time for them to reach a deal." However, a White House official said that the election results will not affect Trump's decision-making on the Iran issue. (Jinshi)

Odaily reports: Binance announced that, as of October 31, approximately 90% of the affected assets have been backfilled, a further increase from the previously disclosed 80%. BTC, ETH, USDT, BNB, SOL, USDC, XRP, USD1, RLUSD, and ZEC have all achieved 100% full reserve backing; the remaining roughly 10% consists of tokens other than the previous top ten, which, due to relatively lower liquidity, may take longer to fully acquire. Binance stated that the funds for this asset replenishment came from part of the SAFU fund (expected to be completed within the next 24 hours), a portion of the funds from the futures insurance fund, and Binance's own funds. Binance completed a new round of proof-of-reserves snapshot at 08:00 on October 31 (UTC+8), and the full proof is expected to be generated on November 3 (UTC).

Odaily — According to an analysis by the SlowMist security team, the cross-chain protocol zkLink was attacked on October 29, resulting in a loss of approximately $783,000. The attacker exploited residual verification values in transient storage to forge the batch root required for withdrawal verification, and then completed 12 withdrawals, including 1 ETH withdrawal and 11 ERC-20 token withdrawals. The attacker first claimed and wrote a verification value through a genuine cross-chain message, then reused that value in a subsequent call within the same transaction, using the relayer and gateway contracts to write a forged batch root. The relevant contracts allow relayers to specify external call targets and parameters, and the verification value was neither cleared nor bound to the current call; batch root updates only verify the gateway identity and lack independent proof verification.

Odaily reports: Data from Public Citizen shows that crypto-related organizations have donated over $200 million in the current U.S. election cycle, seeking to influence the 2026 U.S. midterm elections and push Congress to pass industry-friendly regulatory rules. One of the industry's current priority goals is to advance comprehensive digital asset market structure legislation after the Clarity Act stalled. Fairshake and its affiliated super PACs are backing 33 House candidates, including 19 Republicans and 14 Democrats; Coinbase and Ripple each donated $25 million to Fairshake's midterm election efforts in 2025. The Ohio Senate race is a key battleground. Fairshake said it has spent $55 million this election cycle to oppose Democratic candidate Sherrod Brown, a longtime critic of the crypto industry; his opponent is crypto-friendly Republican incumbent Senator Jon Husted. Stand With Crypto, an advocacy group launched by Coinbase, has endorsed 45 candidates, including 42 House candidates and 3 Senate candidates. The Clarity Act stalled in the Senate in September, with Democratic lawmakers arguing that the bill is insufficient to prevent senior government officials from profiting from crypto businesses. If the bill cannot move forward by the end of the year, the new Congress will need to restart market structure legislation. Coinbase Vice President Ryan VanGrack said that regardless of who is elected, the industry will still gain more regulatory clarity, but whether legislation can ultimately be completed remains uncertain.

Odaily reports: According to Odaily monitoring, a certain address's account profit over the past 30 days was approximately $25.36 million. This time, approximately $11.94 million in BTC short positions were reduced, and it currently still holds approximately 79.69 BTC in short positions, with a position value of approximately $6.17 million; within the window, approximately $11.92 million in BTC short positions were closed, with an average execution price of approximately $77,362.13.

Address: 0xdd53c5297309130ab5fe5623dc905752e3342b13; total PnL: loss of approximately $18.79 million

Odaily report: According to Odaily monitoring, a certain address's account earnings over the past 30 days were approximately $25.36 million, and it reduced its HYPE short position by about $7.57 million. It reduced its HYPE short position by 86,704.63 tokens and currently still holds a 59,886.31 HYPE short position; the cumulative closed position amount within the window was approximately $7.6 million, with an average execution price of approximately $87.668.

Address: 0xdd53c5297309130ab5fe5623dc905752e3342b13; Total PnL: loss of approximately $18.79 million

Odaily reports: Uniswap posted on X that the TJAR fee conversion system is now open for use by all applications, supporting apps in converting various token fees they receive into designated tokens. The system processed over $15.3 million in swaps last month and now covers 7 chains; Robinhood has already adopted TJAR via the Uniswap API and receives fees in USDC and USDG.

Odaily: AI is accelerating the cyberattack process, with researchers noting that attackers have already used autonomous tools to automate phishing, vulnerability research, and credential theft. Binance stated that its October 30 incident is estimated to have caused a $6.3 billion impact; the Bitget incident in September involved approximately $387.5 million transferred to attacker-controlled addresses. Neither company has publicly attributed the incidents to AI.

Google's threat intelligence unit said attackers are shifting from simple AI prompts to agentic attack workflows. In a 2026 case disclosed by Google, attackers used AI agents to carry out large-scale credential theft in under 6 hours, resulting in the leakage of thousands of third-party credentials; Anthropic has also observed attackers running AI agents in parallel to conduct reconnaissance, vulnerability exploitation, and theft.

This summer, a partial seed randomness flaw in COLDCARD-generated seeds was linked to the theft of 1,367 bitcoins across more than 4,500 addresses, worth close to $116 million at the time. Keystone disclosed that an October website incident leaked personal information related to 25,964 buyer records; FBI records show that from January to November 2025, reported losses from account takeovers exceeded $262 million. (Bitcoin.com News)

Odaily reports that, according to Onchain Lens monitoring, Galaxy Digital OTC deposited 47,000 HYPE to OKX 4 hours ago, worth $4.06 million, possibly for selling.

Odaily Report: Nasdaq-listed software company Next Technology Holding (NXTT) stated that its board of directors has authorized the sale or pledging of its approximately 5,833 Bitcoin, valued at approximately $449 million, in batches. The company cited considerations including the Binance hacking incident, exchange vulnerabilities, and the potential threat posed by quantum computing to Bitcoin's cryptography; none of the company's Bitcoin is held on Binance. CEO Weihong Liu will determine the timing, price, and scale of transactions. The authorization covers sales on exchanges, privately negotiated transactions, and Bitcoin-collateralized financing, but there is no guarantee that transactions will be completed. Most of the company's Bitcoin came from the acquisition of 5,000 Bitcoin in March 2025, with total consideration of $158.1 million, including shares, warrants, and cash advances, equivalent to approximately $31,600 per coin.

Odaily reports: Binance is engaging with the Securities Commission Malaysia and Bank Negara Malaysia to explore a licensed pathway for providing products and services in Malaysia, with discussions covering the feasibility and structure of a licensed business model. If approved, Binance would formally re-enter the Malaysian market, which it has been restricted from for over five years. In July 2021, the Securities Commission Malaysia determined that Binance was illegally operating a digital asset exchange at the time and ordered it to cease local operations and related media and marketing activities. The commission removed Binance from its investor alert list in 2024, but re-listed it earlier this month without stating a reason.

Odaily reports: According to Odaily monitoring, an address reduced its HYPE long position by approximately $12.12 million and currently holds no position in this asset. Its contract account has accumulated profits of approximately $21.71 million; the closing trade volume within the window was approximately $12.11 million, with an average execution price of approximately $87.64.

Address: 0xbf732ea04197942783e34730ed6e0f6099575d58; Total PnL: profit of approximately $21.71 million

Odaily News: ICE, the parent company of the New York Stock Exchange, has re-released its partnership announcement with trade.xyz, revising the wording to include "plans to introduce" and "pending regulatory approval" language.