On Polymarket’s “Dota 2: Team Yandex vs. GamerLegion - PARI Universe Playoffs” market, the “Yes” option for “End During the Day” rose to 90.5% from 50% one hour earlier, a 40.5-percentage-point increase. According to ChainCatcher, the option’s probability saw a sharp fluctuation.

Russia’s Federal Security Service said it received information from the United States about preparations for a terrorist attack in Moscow and was taking measures. According to ChainCatcher, the U.S. Embassy in Moscow said the Tsaritsyno Museum-Reserve faced a threat of a mass-casualty incident and that the U.S. government was coordinating with Russian authorities.

Binance co-CEO Richard Teng said on Saturday, October 31, that the exchange has replenished 90% of the assets stolen in its security incident and is committed to covering the remaining 10%. “Our users will not bear the financial impact of this incident,” Teng wrote on X. He said Binance has shared an updated Proof of Reserves snapshot and is working toward resuming withdrawals on November 1. “We know how important trust is, especially in moments like this,” he said, adding that Binance will keep users updated every step of the way.

Binance co-CEO Yi He said on Saturday, October 31, that the exchange has set aside $6.34 billion of its own corporate funds to cover users affected by its security incident, and that ten major tokens are now fully backed: BTC, ETH, USDT, BNB, SOL, USDC, XRP, USD1, RLUSD and ZEC. Binance will keep buying the remaining altcoins through market and over-the-counter channels until every token reaches 100% backing.Binance completed a new Proof of Reserves snapshot at 00:00 UTC on October 31, now available on its Proof of Reserves website. Because the full zero-knowledge proof needs substantial computing power, it will take about 40 to 50 hours to generate and is expected on Tuesday, November 3 (UTC). Once it is published, holders of any of the ten tokens will be able to verify independently that their assets are backed at least 1:1.

Binance has replenished 90% of the assets stolen in its recent security incident, up from about 80% a day earlier, the exchange said in its third recovery update on Saturday, October 31. Ten major tokens are now fully backed: BTC, ETH, USDT, BNB, SOL, USDC, XRP, USD1, RLUSD and ZEC. Binance said it will keep buying the remaining tokens until every affected asset is 100% covered.“Binance will absorb the financial impact of these stolen funds, not our users,” the exchange said.How the Losses Were CoveredBinance said the replenishment drew on three sources:SAFU fund: a partial deployment of its Secure Asset Fund for Users, expected over the next 24 hours. Users can track the fund’s balance on-chain.Futures insurance fund: a portion of the fund, with the remaining balance kept as a regulatory requirement.Corporate treasury: Binance’s own company funds.The remaining 10% is made up of tokens outside the ten fully backed assets. Because these are less liquid, Binance said they may take longer to buy in the required amounts, and it is working with industry partners to complete the purchases through market and OTC channels.New Proof of Reserves SnapshotBinance took a new Proof of Reserves snapshot at 00:00 UTC on October 31, and it is already available on the exchange’s Proof of Reserves website. The full zero-knowledge proof takes about 40 to 50 hours to generate and is expected by Tuesday, November 3 (UTC). Once it is ready, users holding any of the ten fully backed tokens will be able to independently verify that their assets are backed at least 1:1.Withdrawals on Track for SundayBinance said its next milestone is reopening withdrawals, which remain on track for Sunday, November 1, within its previously stated timeframe. The exchange will confirm details in a further update. It said it will continue to show its commitment through “measurable progress, transparent reporting, and concrete actions.”

The DeepSeek Harness team published a technical article on the evening of October 31 titled “Exploring Super-Agent Design: Toward More Autonomous Agent Systems.” According to Odaily, DeepSeek said the rise of personal agents has exposed limits in existing agent designs, which typically treat each session as an independent unit and struggle to support large-scale multitasking and team collaboration. The proposed architecture combines a two-layer structure, event-driven processes, asynchronous multi-channel interaction, separation of storage and computing, and an external watchdog. DeepSeek said the system handles session management and context synchronization, allowing people to focus on decisions and review. The team said an internal Super-agent built on the approach is running and is used for reproducing and fixing issues, responding to code reviews, and iterating on DeepSeek Harness.

On Polymarket, the “Cavaliers vs. Bucks” event’s “Jaime Jaquez Jr.: Points Over/Under 9.5” submarket saw a sharp move in the “Yes” option. According to ChainCatcher, its probability rose from 44.5% one hour ago to 61.5%, a 17-percentage-point increase.

金色周刊是金色财经推出的一档每周区块链行业总结栏目，内容涵盖一周重点新闻、行情与合约数据、矿业信息、项目动态、技术进展等行业动态。

当AI巨头们疯狂烧钱扩张之际，信贷市场已拉响警报。

前不久，凭借PoUW（有用工作量证明）叙事和高额挖矿收益迅速走红的公链Pearl，如今却遭遇了市场反转。

风险投资,人工智能,融资,一线投资人与创业者匿名访谈：到底是谁在逼谁追共识 金色财经,没有谁真心喜欢追共识，可大多数人都在追。

BTC,华尔街,中本聪,彭博社：比特币白皮书 18 周年 被华尔街接纳后真的成熟了吗？ 金色财经,比特币正步入“成年”。至少从年龄上看，确实如此。

信心支撑融资，融资支撑投资；信心一旦转弱，资金收缩又会反过来打击投资和增长预期。

非洲,稳定币,加密市场,Chainalysis 报告：撒哈拉以南非洲成全球加密增长最快区域 金色财经,撒哈拉以南非洲加密市场规模破千亿美元，南非领跑。

Elon Musk,赵长鹏,Binance,马斯克疑似暗讽Binance 币安被盗事件惊动特朗普 英特尔暴跌 前英特尔工程师发文 金色财经,​过去24小时，X上的KOL们在聊什么呢？

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Anthropic 已提交 IPO 申请，估值预期 1.5 万亿至 2 万亿美元。从招股书的收入与毛利率看，大模型公司是不是一门好生意？